src_pricing_mercadoedu.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#Script para acesso e manipulação de dados do <b>SIGA_DESENV.SRC_PRICING_MERCADOEDU</b>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import cx_Oracle"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Dados de <b>CONEXÃO</b>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "CONNECT_TO_ORACLE = True\n",
    "con_oracle = CONNECT_TO_ORACLE\n",
    "\n",
    "if con_oracle:\n",
    "    try:\n",
    "        import cx_Oracle\n",
    "        import pandas as pd\n",
    "\n",
    "        ip = '172.16.137.63'\n",
    "        port = '1521'\n",
    "        service_name = 'aesabi'\n",
    "        dsn_tns = cx_Oracle.makedsn(ip, port, service_name=service_name)\n",
    "        connection = cx_Oracle.connect('bi_read', 'bi_read', dsn_tns, encoding=\"UTF-8\", nencoding=\"UTF-8\")\n",
    "\n",
    "    except:\n",
    "        connection = None\n",
    "        print(\"Oracle AESA BI db connection could not be created\")\n",
    "else:\n",
    "    connection = None\n",
    "\n",
    "def read_origin_to_pandas(sql=\"\", path=\"\", sep=',', encoding='utf-8', dtype={}, connection=connection):\n",
    "    if (con_oracle) or (con_oracle==\"True\"):\n",
    "        return pd.read_sql(sql, con=connection)\n",
    "    else:\n",
    "        return print('Erro') ##uploads_to_panda(path, sep=sep, encoding=encoding, dtype=dtype)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<b>SCRIPT</b>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "sql_teste = \"select * from SIGA_DESENV.SRC_PRICING_MERCADOEDU WHERE DT_DATE >=TO_DATE('01/02/2019','dd/mm/yyyy')\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\"select * from SIGA_DESENV.SRC_PRICING_MERCADOEDU WHERE DT_DATE >=TO_DATE('01/02/2019','dd/mm/yyyy')\""
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sql_teste"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
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       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID</th>\n",
       "      <th>DT_DATE</th>\n",
       "      <th>DS_IES_SIGLE</th>\n",
       "      <th>DS_COURSE_ID</th>\n",
       "      <th>DS_COUSER_NAME</th>\n",
       "      <th>DS_COURSE_MODALITY</th>\n",
       "      <th>DS_COURSE_DEGREE</th>\n",
       "      <th>DS_STATE_ID</th>\n",
       "      <th>DS_STATE_NAME</th>\n",
       "      <th>DS_CITY_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>DS_COURSE_SHIFT</th>\n",
       "      <th>DS_QT_CREDITS</th>\n",
       "      <th>NR_PRICE</th>\n",
       "      <th>NR_PRICE_W_D</th>\n",
       "      <th>NR_MATRICULATION</th>\n",
       "      <th>NR_MATRICULATION_W_D</th>\n",
       "      <th>DS_EXECUTION_ID</th>\n",
       "      <th>DT_INSR</th>\n",
       "      <th>DS_ROBO_NAME</th>\n",
       "      <th>DS_LOCAL_ADDRESS</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>19488453</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>BA</td>\n",
       "      <td>BA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>461.11</td>\n",
       "      <td>415.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6225</td>\n",
       "      <td>2019-02-04 08:45:49</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>19488454</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RS</td>\n",
       "      <td>RS</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>461.11</td>\n",
       "      <td>415.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6225</td>\n",
       "      <td>2019-02-04 08:45:49</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>19488455</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PA</td>\n",
       "      <td>PA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>461.11</td>\n",
       "      <td>415.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6225</td>\n",
       "      <td>2019-02-04 08:45:49</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>19488456</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>461.11</td>\n",
       "      <td>415.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6225</td>\n",
       "      <td>2019-02-04 08:45:49</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>19488457</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>461.11</td>\n",
       "      <td>415.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6225</td>\n",
       "      <td>2019-02-04 08:45:49</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 24 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         ID    DT_DATE DS_IES_SIGLE DS_COURSE_ID DS_COUSER_NAME  \\\n",
       "0  19488453 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "1  19488454 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "2  19488455 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "3  19488456 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "4  19488457 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "\n",
       "  DS_COURSE_MODALITY DS_COURSE_DEGREE DS_STATE_ID DS_STATE_NAME DS_CITY_ID  \\\n",
       "0                EAD        Tecnólogo          BA            BA       None   \n",
       "1                EAD        Tecnólogo          RS            RS       None   \n",
       "2                EAD        Tecnólogo          PA            PA       None   \n",
       "3                EAD        Tecnólogo          SP            SP       None   \n",
       "4                EAD        Tecnólogo          SP            SP       None   \n",
       "\n",
       "         ...        DS_COURSE_SHIFT DS_QT_CREDITS NR_PRICE NR_PRICE_W_D  \\\n",
       "0        ...                   None          None   461.11        415.0   \n",
       "1        ...                   None          None   461.11        415.0   \n",
       "2        ...                   None          None   461.11        415.0   \n",
       "3        ...                   None          None   461.11        415.0   \n",
       "4        ...                   None          None   461.11        415.0   \n",
       "\n",
       "  NR_MATRICULATION NR_MATRICULATION_W_D  DS_EXECUTION_ID             DT_INSR  \\\n",
       "0              NaN                  NaN             6225 2019-02-04 08:45:49   \n",
       "1              NaN                  NaN             6225 2019-02-04 08:45:49   \n",
       "2              NaN                  NaN             6225 2019-02-04 08:45:49   \n",
       "3              NaN                  NaN             6225 2019-02-04 08:45:49   \n",
       "4              NaN                  NaN             6225 2019-02-04 08:45:49   \n",
       "\n",
       "   DS_ROBO_NAME  DS_LOCAL_ADDRESS  \n",
       "0    CLARETIANO              None  \n",
       "1    CLARETIANO              None  \n",
       "2    CLARETIANO              None  \n",
       "3    CLARETIANO              None  \n",
       "4    CLARETIANO              None  \n",
       "\n",
       "[5 rows x 24 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "TGT_BI_DF = read_origin_to_pandas(sql = sql_teste, path=\"TESTE\", sep=',',dtype={'ID': object})\n",
    "TGT_BI_DF.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID</th>\n",
       "      <th>DT_DATE</th>\n",
       "      <th>DS_IES_SIGLE</th>\n",
       "      <th>DS_COURSE_ID</th>\n",
       "      <th>DS_COUSER_NAME</th>\n",
       "      <th>DS_COURSE_MODALITY</th>\n",
       "      <th>DS_COURSE_DEGREE</th>\n",
       "      <th>DS_STATE_ID</th>\n",
       "      <th>DS_STATE_NAME</th>\n",
       "      <th>DS_CITY_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>DS_COURSE_SHIFT</th>\n",
       "      <th>DS_QT_CREDITS</th>\n",
       "      <th>NR_PRICE</th>\n",
       "      <th>NR_PRICE_W_D</th>\n",
       "      <th>NR_MATRICULATION</th>\n",
       "      <th>NR_MATRICULATION_W_D</th>\n",
       "      <th>DS_EXECUTION_ID</th>\n",
       "      <th>DT_INSR</th>\n",
       "      <th>DS_ROBO_NAME</th>\n",
       "      <th>DS_LOCAL_ADDRESS</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>19488453</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>BA</td>\n",
       "      <td>BA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>461.11</td>\n",
       "      <td>415.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6225</td>\n",
       "      <td>2019-02-04 08:45:49</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>19488454</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RS</td>\n",
       "      <td>RS</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>461.11</td>\n",
       "      <td>415.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6225</td>\n",
       "      <td>2019-02-04 08:45:49</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>19488455</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PA</td>\n",
       "      <td>PA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>461.11</td>\n",
       "      <td>415.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6225</td>\n",
       "      <td>2019-02-04 08:45:49</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3 rows × 24 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         ID    DT_DATE DS_IES_SIGLE DS_COURSE_ID DS_COUSER_NAME  \\\n",
       "0  19488453 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "1  19488454 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "2  19488455 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "\n",
       "  DS_COURSE_MODALITY DS_COURSE_DEGREE DS_STATE_ID DS_STATE_NAME DS_CITY_ID  \\\n",
       "0                EAD        Tecnólogo          BA            BA       None   \n",
       "1                EAD        Tecnólogo          RS            RS       None   \n",
       "2                EAD        Tecnólogo          PA            PA       None   \n",
       "\n",
       "         ...        DS_COURSE_SHIFT DS_QT_CREDITS NR_PRICE NR_PRICE_W_D  \\\n",
       "0        ...                   None          None   461.11        415.0   \n",
       "1        ...                   None          None   461.11        415.0   \n",
       "2        ...                   None          None   461.11        415.0   \n",
       "\n",
       "  NR_MATRICULATION NR_MATRICULATION_W_D  DS_EXECUTION_ID             DT_INSR  \\\n",
       "0              NaN                  NaN             6225 2019-02-04 08:45:49   \n",
       "1              NaN                  NaN             6225 2019-02-04 08:45:49   \n",
       "2              NaN                  NaN             6225 2019-02-04 08:45:49   \n",
       "\n",
       "   DS_ROBO_NAME  DS_LOCAL_ADDRESS  \n",
       "0    CLARETIANO              None  \n",
       "1    CLARETIANO              None  \n",
       "2    CLARETIANO              None  \n",
       "\n",
       "[3 rows x 24 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.DataFrame(TGT_BI_DF)\n",
    "df.head(3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "def trata_local_name(row):\n",
    "    if (row['DS_LOCAL_NAME'])=='-':\n",
    "        val is None\n",
    "    else:\n",
    "        val = row['DS_LOCAL_NAME']\n",
    "    return val"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['DS_LOCAL_NAME_DF'] = df.apply(trata_local_name, axis = 1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['DS_LOCAL_ADDRESS_DF'] = df['DS_LOCAL_ADDRESS'].astype(str)\n",
    "df['DS_COUSER_NAME_DF'] = df['DS_COUSER_NAME'].str.upper()\n",
    "df['DS_COURSE_DEGREE_DF'] = df['DS_COURSE_DEGREE'].str.upper()\n",
    "df['DS_COURSE_MODALITY_DF'] = df['DS_COURSE_MODALITY'].str.upper()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "def trata_course_shift(row):\n",
    "    if (row['DS_COURSE_SHIFT'])=='-':\n",
    "        val is None\n",
    "    else:\n",
    "        val = row['DS_COURSE_SHIFT']\n",
    "    return val"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "df['DS_COURSE_SHIFT_DF'] = df.apply(trata_course_shift, axis = 1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['DS_IES_SIGLE_DF'] = df['DS_IES_SIGLE'].str.upper()\n",
    "df['DS_CITY_NAME_DF'] = df['DS_CITY_NAME'].str.upper()\n",
    "df['DS_STATE_NAME_DF'] = df['DS_STATE_NAME'].str.upper()\n",
    "df['DS_PAYMENT_PLAN_DF'] = df['DS_PAYMENT_PLAN'].str.upper()\n",
    "df['DS_QT_CREDITS_DF'] = df['DS_QT_CREDITS'].str.upper()\n",
    "df['DS_ROBO_NAME_DF'] = df['DS_ROBO_NAME'].str.upper()\n",
    "df['ROBO_ORIG_DF'] = df['DS_ROBO_NAME'].str.upper()\n",
    "df['ENDERECO_LOCAL_DF'] = df['DS_LOCAL_ADDRESS_DF'].astype(str)\n",
    "import time\n",
    "df['DT_BASE_DF'] = time.strftime(\"%d/%m/%Y\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "def trata_robo_tratado(row):\n",
    "    if (row['DS_ROBO_NAME'])=='EDUCAMAIS BRASIL':\n",
    "        val = 'EDUCA MAIS'\n",
    "    elif (row['DS_ROBO_NAME'])=='QUERO BOLSA':\n",
    "        val = 'QUERO BOLSA'\n",
    "    else:\n",
    "        val = 'SITE'\n",
    "    return val"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['ROBO_TRATADO_DF'] = df.apply(trata_robo_tratado, axis = 1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Dados de <b>'NR_PRICE'</b> e <b>'NR_PRICE_W_D'</b> convertidos para String, <p>para o cálculo das info's sobre <b>'NR_PRICE_TRATADO'</b> e <b>'NR_PRICE_W_D_TRATADO'</b>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['NR_PRICE_STR'] = df['NR_PRICE'].apply(lambda x: str(x))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['NR_PRICE_LN'] = df[\"NR_PRICE_STR\"].apply(lambda x: len(str(x)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "def trata_price(row):\n",
    "    if(row['NR_PRICE_LN']==5):\n",
    "        val = row['NR_PRICE_STR']\n",
    "    elif row['NR_PRICE_LN']==6:\n",
    "        val = row['NR_PRICE_STR']\n",
    "    else:\n",
    "        val = row['NR_PRICE_STR']\n",
    "    return val"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['NR_PRICE_TRATADO_DF'] = df.apply(trata_price, axis = 1) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['NR_PRICE_WD_STR'] = df['NR_PRICE_W_D'].apply(lambda x: str(x))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['NR_PRICE_WD_LN'] = df[\"NR_PRICE_WD_STR\"].apply(lambda x: len(str(x)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "def trata_price_wd(row):\n",
    "    if(row['NR_PRICE_WD_LN']==5):\n",
    "        val = row['NR_PRICE_WD_STR']\n",
    "    elif row['NR_PRICE_WD_LN']==6:\n",
    "        val = row['NR_PRICE_WD_STR']\n",
    "    else:\n",
    "        val = row['NR_PRICE_WD_STR']\n",
    "    return val"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['NR_PRICE_W_D_TRATADO_DF'] = df.apply(trata_price, axis = 1) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "def trata_preco(row):\n",
    "    if(row['NR_PRICE_LN']==0):\n",
    "        val = row['NR_PRICE_W_D_TRATADO_DF']\n",
    "    else:\n",
    "        val = row['NR_PRICE_TRATADO_DF']\n",
    "    return val"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['PRECO_DF']= df.apply(trata_preco, axis = 1) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "def trata_preco_desc(row):\n",
    "    if(row['NR_PRICE_WD_LN']==0):\n",
    "        val = row['NR_PRICE_TRATADO_DF']\n",
    "    else:\n",
    "        val = row['NR_PRICE_W_D_TRATADO_DF']\n",
    "    return val"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['PRECO_DESCONTO_DF']= df.apply(trata_preco_desc, axis = 1) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "def trata_credits(row):\n",
    "    if(row['DS_QT_CREDITS']!=None):\n",
    "        val = row['DS_QT_CREDITS']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['QTD_CREDITOS_DF']= df.apply(trata_credits, axis = 1) "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Merge para a geração do CAMPO <b>'Plano_Pagamento'</b>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ROBO</th>\n",
       "      <th>DE_Plano_Pagto</th>\n",
       "      <th>PARA_Plano_Pagto</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>CESUMAR EAD</td>\n",
       "      <td>*Valor com 10% de desconto de pontualidade. Su...</td>\n",
       "      <td>Desconto Pontualidade</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>CESUMAR EAD</td>\n",
       "      <td>*Valor com 25% referente a campanha chegamos m...</td>\n",
       "      <td>Campanha Chegamos mais Desconto Pontualidade</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>UNICHRISTUS</td>\n",
       "      <td>C/H:40</td>\n",
       "      <td>Carga horária 40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>UNICHRISTUS</td>\n",
       "      <td>C/H:80</td>\n",
       "      <td>Carga horária 80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>UNICHRISTUS</td>\n",
       "      <td>C/H:120</td>\n",
       "      <td>Carga horária 120</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "          ROBO                                     DE_Plano_Pagto  \\\n",
       "0  CESUMAR EAD  *Valor com 10% de desconto de pontualidade. Su...   \n",
       "1  CESUMAR EAD  *Valor com 25% referente a campanha chegamos m...   \n",
       "2  UNICHRISTUS                                             C/H:40   \n",
       "3  UNICHRISTUS                                             C/H:80   \n",
       "4  UNICHRISTUS                                            C/H:120   \n",
       "\n",
       "                               PARA_Plano_Pagto  \n",
       "0                         Desconto Pontualidade  \n",
       "1  Campanha Chegamos mais Desconto Pontualidade  \n",
       "2                              Carga horária 40  \n",
       "3                              Carga horária 80  \n",
       "4                             Carga horária 120  "
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pgto = pd.read_excel('DePara_Plano_Pagto.xlsx')\n",
    "pgto.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "pgto['ROBO'] = pgto['ROBO'].str.upper()\n",
    "pgto['DE_Plano_Pagto'] = pgto['DE_Plano_Pagto'].str.upper()\n",
    "pgto['PARA_Plano_Pagto'] = pgto['PARA_Plano_Pagto'].str.upper()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "#criação do campo concatenado\n",
    "pgto['chave_pgto'] = pgto[['ROBO', 'DE_Plano_Pagto']].apply(lambda x: ''.join(str(x)), axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "# reordenar dataframe\n",
    "pgto = pgto[['ROBO','DE_Plano_Pagto','chave_pgto','PARA_Plano_Pagto']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID</th>\n",
       "      <th>DT_DATE</th>\n",
       "      <th>DS_IES_SIGLE</th>\n",
       "      <th>DS_COURSE_ID</th>\n",
       "      <th>DS_COUSER_NAME</th>\n",
       "      <th>DS_COURSE_MODALITY</th>\n",
       "      <th>DS_COURSE_DEGREE</th>\n",
       "      <th>DS_STATE_ID</th>\n",
       "      <th>DS_STATE_NAME</th>\n",
       "      <th>DS_CITY_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>NR_PRICE_STR</th>\n",
       "      <th>NR_PRICE_LN</th>\n",
       "      <th>NR_PRICE_TRATADO_DF</th>\n",
       "      <th>NR_PRICE_WD_STR</th>\n",
       "      <th>NR_PRICE_WD_LN</th>\n",
       "      <th>NR_PRICE_W_D_TRATADO_DF</th>\n",
       "      <th>PRECO_DF</th>\n",
       "      <th>PRECO_DESCONTO_DF</th>\n",
       "      <th>QTD_CREDITOS_DF</th>\n",
       "      <th>chave_pgto</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>19488453</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>BA</td>\n",
       "      <td>BA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>6</td>\n",
       "      <td>461.11</td>\n",
       "      <td>415.0</td>\n",
       "      <td>5</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>19488454</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RS</td>\n",
       "      <td>RS</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>6</td>\n",
       "      <td>461.11</td>\n",
       "      <td>415.0</td>\n",
       "      <td>5</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>19488455</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PA</td>\n",
       "      <td>PA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>6</td>\n",
       "      <td>461.11</td>\n",
       "      <td>415.0</td>\n",
       "      <td>5</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>19488456</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>6</td>\n",
       "      <td>461.11</td>\n",
       "      <td>415.0</td>\n",
       "      <td>5</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>19488457</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>6</td>\n",
       "      <td>461.11</td>\n",
       "      <td>415.0</td>\n",
       "      <td>5</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 50 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         ID    DT_DATE DS_IES_SIGLE DS_COURSE_ID DS_COUSER_NAME  \\\n",
       "0  19488453 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "1  19488454 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "2  19488455 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "3  19488456 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "4  19488457 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "\n",
       "  DS_COURSE_MODALITY DS_COURSE_DEGREE DS_STATE_ID DS_STATE_NAME DS_CITY_ID  \\\n",
       "0                EAD        Tecnólogo          BA            BA       None   \n",
       "1                EAD        Tecnólogo          RS            RS       None   \n",
       "2                EAD        Tecnólogo          PA            PA       None   \n",
       "3                EAD        Tecnólogo          SP            SP       None   \n",
       "4                EAD        Tecnólogo          SP            SP       None   \n",
       "\n",
       "      ...     NR_PRICE_STR NR_PRICE_LN NR_PRICE_TRATADO_DF NR_PRICE_WD_STR  \\\n",
       "0     ...           461.11           6              461.11           415.0   \n",
       "1     ...           461.11           6              461.11           415.0   \n",
       "2     ...           461.11           6              461.11           415.0   \n",
       "3     ...           461.11           6              461.11           415.0   \n",
       "4     ...           461.11           6              461.11           415.0   \n",
       "\n",
       "  NR_PRICE_WD_LN NR_PRICE_W_D_TRATADO_DF  PRECO_DF  PRECO_DESCONTO_DF  \\\n",
       "0              5                  461.11    461.11             461.11   \n",
       "1              5                  461.11    461.11             461.11   \n",
       "2              5                  461.11    461.11             461.11   \n",
       "3              5                  461.11    461.11             461.11   \n",
       "4              5                  461.11    461.11             461.11   \n",
       "\n",
       "   QTD_CREDITOS_DF  chave_pgto  \n",
       "0             None  CLARETIANO  \n",
       "1             None  CLARETIANO  \n",
       "2             None  CLARETIANO  \n",
       "3             None  CLARETIANO  \n",
       "4             None  CLARETIANO  \n",
       "\n",
       "[5 rows x 50 columns]"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#campo concatenado no df\n",
    "df['chave_pgto'] = df['DS_ROBO_NAME'].fillna('')+df['DS_PAYMENT_PLAN'].fillna('')\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID</th>\n",
       "      <th>DT_DATE</th>\n",
       "      <th>DS_IES_SIGLE</th>\n",
       "      <th>DS_COURSE_ID</th>\n",
       "      <th>DS_COUSER_NAME</th>\n",
       "      <th>DS_COURSE_MODALITY</th>\n",
       "      <th>DS_COURSE_DEGREE</th>\n",
       "      <th>DS_STATE_ID</th>\n",
       "      <th>DS_STATE_NAME</th>\n",
       "      <th>DS_CITY_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>NR_PRICE_LN</th>\n",
       "      <th>NR_PRICE_TRATADO_DF</th>\n",
       "      <th>NR_PRICE_WD_STR</th>\n",
       "      <th>NR_PRICE_WD_LN</th>\n",
       "      <th>NR_PRICE_W_D_TRATADO_DF</th>\n",
       "      <th>PRECO_DF</th>\n",
       "      <th>PRECO_DESCONTO_DF</th>\n",
       "      <th>QTD_CREDITOS_DF</th>\n",
       "      <th>chave_pgto</th>\n",
       "      <th>PARA_Plano_Pagto</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>19488453</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>BA</td>\n",
       "      <td>BA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>461.11</td>\n",
       "      <td>415.0</td>\n",
       "      <td>5</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>19488454</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RS</td>\n",
       "      <td>RS</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>461.11</td>\n",
       "      <td>415.0</td>\n",
       "      <td>5</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>19488455</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PA</td>\n",
       "      <td>PA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>461.11</td>\n",
       "      <td>415.0</td>\n",
       "      <td>5</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>19488456</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>461.11</td>\n",
       "      <td>415.0</td>\n",
       "      <td>5</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>19488457</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>461.11</td>\n",
       "      <td>415.0</td>\n",
       "      <td>5</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 51 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         ID    DT_DATE DS_IES_SIGLE DS_COURSE_ID DS_COUSER_NAME  \\\n",
       "0  19488453 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "1  19488454 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "2  19488455 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "3  19488456 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "4  19488457 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "\n",
       "  DS_COURSE_MODALITY DS_COURSE_DEGREE DS_STATE_ID DS_STATE_NAME DS_CITY_ID  \\\n",
       "0                EAD        Tecnólogo          BA            BA       None   \n",
       "1                EAD        Tecnólogo          RS            RS       None   \n",
       "2                EAD        Tecnólogo          PA            PA       None   \n",
       "3                EAD        Tecnólogo          SP            SP       None   \n",
       "4                EAD        Tecnólogo          SP            SP       None   \n",
       "\n",
       "         ...        NR_PRICE_LN NR_PRICE_TRATADO_DF NR_PRICE_WD_STR  \\\n",
       "0        ...                  6              461.11           415.0   \n",
       "1        ...                  6              461.11           415.0   \n",
       "2        ...                  6              461.11           415.0   \n",
       "3        ...                  6              461.11           415.0   \n",
       "4        ...                  6              461.11           415.0   \n",
       "\n",
       "  NR_PRICE_WD_LN NR_PRICE_W_D_TRATADO_DF PRECO_DF  PRECO_DESCONTO_DF  \\\n",
       "0              5                  461.11   461.11             461.11   \n",
       "1              5                  461.11   461.11             461.11   \n",
       "2              5                  461.11   461.11             461.11   \n",
       "3              5                  461.11   461.11             461.11   \n",
       "4              5                  461.11   461.11             461.11   \n",
       "\n",
       "   QTD_CREDITOS_DF  chave_pgto  PARA_Plano_Pagto  \n",
       "0             None  CLARETIANO                NI  \n",
       "1             None  CLARETIANO                NI  \n",
       "2             None  CLARETIANO                NI  \n",
       "3             None  CLARETIANO                NI  \n",
       "4             None  CLARETIANO                NI  \n",
       "\n",
       "[5 rows x 51 columns]"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rs=pd.merge(df, pgto[['chave_pgto','PARA_Plano_Pagto']], on='chave_pgto', how='left')\n",
    "rs[\"PARA_Plano_Pagto\"].fillna(\"NI\", inplace = True) \n",
    "rs.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID</th>\n",
       "      <th>DT_DATE</th>\n",
       "      <th>DS_IES_SIGLE</th>\n",
       "      <th>DS_COURSE_ID</th>\n",
       "      <th>DS_COUSER_NAME</th>\n",
       "      <th>DS_COURSE_MODALITY</th>\n",
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       "      <th>DS_STATE_ID</th>\n",
       "      <th>DS_STATE_NAME</th>\n",
       "      <th>DS_CITY_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>NR_PRICE_LN</th>\n",
       "      <th>NR_PRICE_TRATADO_DF</th>\n",
       "      <th>NR_PRICE_WD_STR</th>\n",
       "      <th>NR_PRICE_WD_LN</th>\n",
       "      <th>NR_PRICE_W_D_TRATADO_DF</th>\n",
       "      <th>PRECO_DF</th>\n",
       "      <th>PRECO_DESCONTO_DF</th>\n",
       "      <th>QTD_CREDITOS_DF</th>\n",
       "      <th>chave_pgto</th>\n",
       "      <th>PARA_Plano_Pagto</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>19488453</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>BA</td>\n",
       "      <td>BA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>461.11</td>\n",
       "      <td>415.0</td>\n",
       "      <td>5</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>19488454</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RS</td>\n",
       "      <td>RS</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>461.11</td>\n",
       "      <td>415.0</td>\n",
       "      <td>5</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>19488455</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PA</td>\n",
       "      <td>PA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>461.11</td>\n",
       "      <td>415.0</td>\n",
       "      <td>5</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>19488456</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>461.11</td>\n",
       "      <td>415.0</td>\n",
       "      <td>5</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>19488457</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>461.11</td>\n",
       "      <td>415.0</td>\n",
       "      <td>5</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 51 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         ID    DT_DATE DS_IES_SIGLE DS_COURSE_ID DS_COUSER_NAME  \\\n",
       "0  19488453 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "1  19488454 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "2  19488455 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "3  19488456 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "4  19488457 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "\n",
       "  DS_COURSE_MODALITY DS_COURSE_DEGREE DS_STATE_ID DS_STATE_NAME DS_CITY_ID  \\\n",
       "0                EAD        Tecnólogo          BA            BA       None   \n",
       "1                EAD        Tecnólogo          RS            RS       None   \n",
       "2                EAD        Tecnólogo          PA            PA       None   \n",
       "3                EAD        Tecnólogo          SP            SP       None   \n",
       "4                EAD        Tecnólogo          SP            SP       None   \n",
       "\n",
       "         ...        NR_PRICE_LN NR_PRICE_TRATADO_DF NR_PRICE_WD_STR  \\\n",
       "0        ...                  6              461.11           415.0   \n",
       "1        ...                  6              461.11           415.0   \n",
       "2        ...                  6              461.11           415.0   \n",
       "3        ...                  6              461.11           415.0   \n",
       "4        ...                  6              461.11           415.0   \n",
       "\n",
       "  NR_PRICE_WD_LN NR_PRICE_W_D_TRATADO_DF PRECO_DF  PRECO_DESCONTO_DF  \\\n",
       "0              5                  461.11   461.11             461.11   \n",
       "1              5                  461.11   461.11             461.11   \n",
       "2              5                  461.11   461.11             461.11   \n",
       "3              5                  461.11   461.11             461.11   \n",
       "4              5                  461.11   461.11             461.11   \n",
       "\n",
       "   QTD_CREDITOS_DF  chave_pgto  PARA_Plano_Pagto  \n",
       "0             None  CLARETIANO                NI  \n",
       "1             None  CLARETIANO                NI  \n",
       "2             None  CLARETIANO                NI  \n",
       "3             None  CLARETIANO                NI  \n",
       "4             None  CLARETIANO                NI  \n",
       "\n",
       "[5 rows x 51 columns]"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rs.rename(index=str, columns={\"PARA_Plano_Pagto\": \"PLANO_PAGAMENTO_DF\"})\n",
    "rs.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Merge para geração do CAMPO <b>'CIDADE_UF'</b>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\Lucas Barros\\Anaconda3\\lib\\site-packages\\pandas\\io\\excel.py:329: FutureWarning: The `sheetname` keyword is deprecated, use `sheet_name` instead\n",
      "  **kwds)\n"
     ]
    },
    {
     "data": {
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ROBÔ</th>\n",
       "      <th>SIGLA_IES_DE</th>\n",
       "      <th>CIDADE_DE</th>\n",
       "      <th>UF_DE</th>\n",
       "      <th>NOME_LOCAL_DE</th>\n",
       "      <th>NOME_LOCAL_PARA</th>\n",
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       "      <th>GRUPO_PARA</th>\n",
       "      <th>CIDADE_PARA</th>\n",
       "      <th>UF_PARA</th>\n",
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       "  <tbody>\n",
       "    <tr>\n",
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       "      <td>AIEC-FAAB</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>ABAETETUBA</td>\n",
       "      <td>ABAETETUBA</td>\n",
       "      <td>CESUMAR</td>\n",
       "      <td>CESUMAR</td>\n",
       "      <td>ABAETETUBA/PA</td>\n",
       "      <td>PA</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>CESUMAR EAD</td>\n",
       "      <td>UNICESUMAR</td>\n",
       "      <td>ABAETETUBA</td>\n",
       "      <td>PA</td>\n",
       "      <td>ABAETETUBA - PA</td>\n",
       "      <td>ABAETETUBA</td>\n",
       "      <td>CESUMAR</td>\n",
       "      <td>CESUMAR</td>\n",
       "      <td>ABAETETUBA/PA</td>\n",
       "      <td>PA</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>CESUMAR EAD</td>\n",
       "      <td>UNICESUMAR EAD</td>\n",
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       "      <td>CESUMAR</td>\n",
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       "      <td>MA</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "          ROBÔ    SIGLA_IES_DE   CIDADE_DE             UF_DE    NOME_LOCAL_DE  \\\n",
       "0    AIEC-FAAB            AIEC         NaN  DISTRITO FEDERAL              NaN   \n",
       "1    AIEC-FAAB             NaN         NaN               NaN              NaN   \n",
       "2  CESUMAR EAD  UNICESUMAR EAD  ABAETETUBA                PA       ABAETETUBA   \n",
       "3  CESUMAR EAD      UNICESUMAR  ABAETETUBA                PA  ABAETETUBA - PA   \n",
       "4  CESUMAR EAD  UNICESUMAR EAD  AÇAILÆNDIA                MA       AÇAILÆNDIA   \n",
       "\n",
       "  NOME_LOCAL_PARA   MARCA_PARA   GRUPO_PARA    CIDADE_PARA UF_PARA  \n",
       "0             NaN  AIEC / FAAB  AIEC / FAAB    BRASILIA/DF      DF  \n",
       "1             NaN  AIEC / FAAB  AIEC / FAAB    BRASILIA/DF      DF  \n",
       "2      ABAETETUBA      CESUMAR      CESUMAR  ABAETETUBA/PA      PA  \n",
       "3      ABAETETUBA      CESUMAR      CESUMAR  ABAETETUBA/PA      PA  \n",
       "4   ACAILANDIA/MA      CESUMAR      CESUMAR  ACAILANDIA/MA      MA  "
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cid = pd.read_excel('DePara_Robo_Preços_Novo.xlsx', sheetname='Local_Marca_Grupo_Cidade_Grau')\n",
    "cid.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [],
   "source": [
    "cid['ROBO'] = cid['ROBÔ'].str.upper()\n",
    "cid['SIGLA_IES_DE'] = cid['SIGLA_IES_DE'].str.upper()\n",
    "cid['CIDADE_DE'] = cid['CIDADE_DE'].str.upper()\n",
    "cid['UF_DE'] = cid['UF_DE'].str.upper()\n",
    "cid['NOME_LOCAL_DE'] = cid['NOME_LOCAL_DE'].str.upper()\n",
    "cid['NOME_LOCAL_PARA'] = cid['NOME_LOCAL_PARA'].str.upper()\n",
    "cid['MARCA_PARA'] = cid['MARCA_PARA'].str.upper()\n",
    "cid['GRUPO_PARA'] = cid['GRUPO_PARA'].str.upper()\n",
    "cid['CIDADE_PARA'] = cid['CIDADE_PARA'].str.upper()\n",
    "cid['UF_PARA'] = cid['UF_PARA'].str.upper()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# upper(DS_ROBO_NAME) &'|'& upper(DS_IES_SIGLE)  &'|'& upper(DS_CITY_NAME) &'|'& upper(DS_STATE_NAME) &'|'& upper(DS_LOCAL_NAME)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ROBÔ</th>\n",
       "      <th>SIGLA_IES_DE</th>\n",
       "      <th>CIDADE_DE</th>\n",
       "      <th>UF_DE</th>\n",
       "      <th>NOME_LOCAL_DE</th>\n",
       "      <th>NOME_LOCAL_PARA</th>\n",
       "      <th>MARCA_PARA</th>\n",
       "      <th>GRUPO_PARA</th>\n",
       "      <th>CIDADE_PARA</th>\n",
       "      <th>UF_PARA</th>\n",
       "      <th>ROBO</th>\n",
       "      <th>chave_cuf</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>AIEC-FAAB</td>\n",
       "      <td>AIEC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>DISTRITO FEDERAL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>AIEC / FAAB</td>\n",
       "      <td>AIEC / FAAB</td>\n",
       "      <td>BRASILIA/DF</td>\n",
       "      <td>DF</td>\n",
       "      <td>AIEC-FAAB</td>\n",
       "      <td>AIEC-FAABAIECDISTRITO FEDERAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>AIEC-FAAB</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>AIEC / FAAB</td>\n",
       "      <td>AIEC / FAAB</td>\n",
       "      <td>BRASILIA/DF</td>\n",
       "      <td>DF</td>\n",
       "      <td>AIEC-FAAB</td>\n",
       "      <td>AIEC-FAAB</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>CESUMAR EAD</td>\n",
       "      <td>UNICESUMAR EAD</td>\n",
       "      <td>ABAETETUBA</td>\n",
       "      <td>PA</td>\n",
       "      <td>ABAETETUBA</td>\n",
       "      <td>ABAETETUBA</td>\n",
       "      <td>CESUMAR</td>\n",
       "      <td>CESUMAR</td>\n",
       "      <td>ABAETETUBA/PA</td>\n",
       "      <td>PA</td>\n",
       "      <td>CESUMAR EAD</td>\n",
       "      <td>CESUMAR EADUNICESUMAR EADABAETETUBAPAABAETETUBA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>CESUMAR EAD</td>\n",
       "      <td>UNICESUMAR</td>\n",
       "      <td>ABAETETUBA</td>\n",
       "      <td>PA</td>\n",
       "      <td>ABAETETUBA - PA</td>\n",
       "      <td>ABAETETUBA</td>\n",
       "      <td>CESUMAR</td>\n",
       "      <td>CESUMAR</td>\n",
       "      <td>ABAETETUBA/PA</td>\n",
       "      <td>PA</td>\n",
       "      <td>CESUMAR EAD</td>\n",
       "      <td>CESUMAR EADUNICESUMARABAETETUBAPAABAETETUBA - PA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>CESUMAR EAD</td>\n",
       "      <td>UNICESUMAR EAD</td>\n",
       "      <td>AÇAILÆNDIA</td>\n",
       "      <td>MA</td>\n",
       "      <td>AÇAILÆNDIA</td>\n",
       "      <td>ACAILANDIA/MA</td>\n",
       "      <td>CESUMAR</td>\n",
       "      <td>CESUMAR</td>\n",
       "      <td>ACAILANDIA/MA</td>\n",
       "      <td>MA</td>\n",
       "      <td>CESUMAR EAD</td>\n",
       "      <td>CESUMAR EADUNICESUMAR EADAÇAILÆNDIAMAAÇAILÆNDIA</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "          ROBÔ    SIGLA_IES_DE   CIDADE_DE             UF_DE    NOME_LOCAL_DE  \\\n",
       "0    AIEC-FAAB            AIEC         NaN  DISTRITO FEDERAL              NaN   \n",
       "1    AIEC-FAAB             NaN         NaN               NaN              NaN   \n",
       "2  CESUMAR EAD  UNICESUMAR EAD  ABAETETUBA                PA       ABAETETUBA   \n",
       "3  CESUMAR EAD      UNICESUMAR  ABAETETUBA                PA  ABAETETUBA - PA   \n",
       "4  CESUMAR EAD  UNICESUMAR EAD  AÇAILÆNDIA                MA       AÇAILÆNDIA   \n",
       "\n",
       "  NOME_LOCAL_PARA   MARCA_PARA   GRUPO_PARA    CIDADE_PARA UF_PARA  \\\n",
       "0             NaN  AIEC / FAAB  AIEC / FAAB    BRASILIA/DF      DF   \n",
       "1             NaN  AIEC / FAAB  AIEC / FAAB    BRASILIA/DF      DF   \n",
       "2      ABAETETUBA      CESUMAR      CESUMAR  ABAETETUBA/PA      PA   \n",
       "3      ABAETETUBA      CESUMAR      CESUMAR  ABAETETUBA/PA      PA   \n",
       "4   ACAILANDIA/MA      CESUMAR      CESUMAR  ACAILANDIA/MA      MA   \n",
       "\n",
       "          ROBO                                         chave_cuf  \n",
       "0    AIEC-FAAB                     AIEC-FAABAIECDISTRITO FEDERAL  \n",
       "1    AIEC-FAAB                                         AIEC-FAAB  \n",
       "2  CESUMAR EAD   CESUMAR EADUNICESUMAR EADABAETETUBAPAABAETETUBA  \n",
       "3  CESUMAR EAD  CESUMAR EADUNICESUMARABAETETUBAPAABAETETUBA - PA  \n",
       "4  CESUMAR EAD   CESUMAR EADUNICESUMAR EADAÇAILÆNDIAMAAÇAILÆNDIA  "
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cid['chave_cuf'] = cid['ROBO'].fillna('')+cid['SIGLA_IES_DE'].fillna('')+cid['CIDADE_DE'].fillna('')+cid['UF_DE'].fillna('')+cid['NOME_LOCAL_DE'].fillna('')\n",
    "cid.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#cid.set_index('month')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "# reordenar dataframe\n",
    "cid = cid[['ROBO','SIGLA_IES_DE','CIDADE_DE','UF_DE','NOME_LOCAL_DE','chave_cuf','NOME_LOCAL_PARA','MARCA_PARA','GRUPO_PARA','CIDADE_PARA','UF_PARA']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [],
   "source": [
    "# upper(DS_ROBO_NAME) &'|'& upper(DS_IES_SIGLE)  &'|'& upper(DS_CITY_NAME) &'|'& upper(DS_STATE_NAME) &'|'& upper(DS_LOCAL_NAME)\n",
    "rs['chave_cuf'] = rs['DS_ROBO_NAME'].fillna('')+rs['DS_IES_SIGLE'].fillna('')+rs['DS_CITY_NAME'].fillna('')+rs['DS_STATE_NAME'].fillna('')+rs['DS_LOCAL_NAME'].fillna('')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID</th>\n",
       "      <th>DT_DATE</th>\n",
       "      <th>DS_IES_SIGLE</th>\n",
       "      <th>DS_COURSE_ID</th>\n",
       "      <th>DS_COUSER_NAME</th>\n",
       "      <th>DS_COURSE_MODALITY</th>\n",
       "      <th>DS_COURSE_DEGREE</th>\n",
       "      <th>DS_STATE_ID</th>\n",
       "      <th>DS_STATE_NAME</th>\n",
       "      <th>DS_CITY_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>PRECO_DF</th>\n",
       "      <th>PRECO_DESCONTO_DF</th>\n",
       "      <th>QTD_CREDITOS_DF</th>\n",
       "      <th>chave_pgto</th>\n",
       "      <th>PARA_Plano_Pagto</th>\n",
       "      <th>chave_cuf</th>\n",
       "      <th>CIDADE_PARA</th>\n",
       "      <th>NOME_LOCAL_PARA</th>\n",
       "      <th>GRUPO_PARA</th>\n",
       "      <th>MARCA_PARA</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>19488453</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>BA</td>\n",
       "      <td>BA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSalvador  BASalvador</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>19488454</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RS</td>\n",
       "      <td>RS</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSanta Cruz do Sul  RSSanta...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>19488455</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PA</td>\n",
       "      <td>PA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSantarem  PASantarem</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>19488456</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSanto André  SPSanto André</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>19488457</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSantos  SPSantos</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 56 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         ID    DT_DATE DS_IES_SIGLE DS_COURSE_ID DS_COUSER_NAME  \\\n",
       "0  19488453 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "1  19488454 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "2  19488455 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "3  19488456 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "4  19488457 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "\n",
       "  DS_COURSE_MODALITY DS_COURSE_DEGREE DS_STATE_ID DS_STATE_NAME DS_CITY_ID  \\\n",
       "0                EAD        Tecnólogo          BA            BA       None   \n",
       "1                EAD        Tecnólogo          RS            RS       None   \n",
       "2                EAD        Tecnólogo          PA            PA       None   \n",
       "3                EAD        Tecnólogo          SP            SP       None   \n",
       "4                EAD        Tecnólogo          SP            SP       None   \n",
       "\n",
       "      ...     PRECO_DF PRECO_DESCONTO_DF QTD_CREDITOS_DF  chave_pgto  \\\n",
       "0     ...       461.11            461.11            None  CLARETIANO   \n",
       "1     ...       461.11            461.11            None  CLARETIANO   \n",
       "2     ...       461.11            461.11            None  CLARETIANO   \n",
       "3     ...       461.11            461.11            None  CLARETIANO   \n",
       "4     ...       461.11            461.11            None  CLARETIANO   \n",
       "\n",
       "  PARA_Plano_Pagto                                          chave_cuf  \\\n",
       "0               NI          CLARETIANOCLARETIANOSalvador  BASalvador    \n",
       "1               NI  CLARETIANOCLARETIANOSanta Cruz do Sul  RSSanta...   \n",
       "2               NI          CLARETIANOCLARETIANOSantarem  PASantarem    \n",
       "3               NI    CLARETIANOCLARETIANOSanto André  SPSanto André    \n",
       "4               NI              CLARETIANOCLARETIANOSantos  SPSantos    \n",
       "\n",
       "   CIDADE_PARA  NOME_LOCAL_PARA  GRUPO_PARA  MARCA_PARA  \n",
       "0          NaN              NaN         NaN         NaN  \n",
       "1          NaN              NaN         NaN         NaN  \n",
       "2          NaN              NaN         NaN         NaN  \n",
       "3          NaN              NaN         NaN         NaN  \n",
       "4          NaN              NaN         NaN         NaN  \n",
       "\n",
       "[5 rows x 56 columns]"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#rst=pd.merge(rs, cid, on='chave_cuf', how='left')\n",
    "rft=pd.merge(rs, cid[['chave_cuf','CIDADE_PARA','NOME_LOCAL_PARA','GRUPO_PARA','MARCA_PARA']], on='chave_cuf', how='left')\n",
    "rft.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID</th>\n",
       "      <th>DT_DATE</th>\n",
       "      <th>DS_IES_SIGLE</th>\n",
       "      <th>DS_COURSE_ID</th>\n",
       "      <th>DS_COUSER_NAME</th>\n",
       "      <th>DS_COURSE_MODALITY</th>\n",
       "      <th>DS_COURSE_DEGREE</th>\n",
       "      <th>DS_STATE_ID</th>\n",
       "      <th>DS_STATE_NAME</th>\n",
       "      <th>DS_CITY_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>PRECO_DF</th>\n",
       "      <th>PRECO_DESCONTO_DF</th>\n",
       "      <th>QTD_CREDITOS_DF</th>\n",
       "      <th>chave_pgto</th>\n",
       "      <th>PARA_Plano_Pagto</th>\n",
       "      <th>chave_cuf</th>\n",
       "      <th>CIDADE_UF_DF</th>\n",
       "      <th>NOME_LOCAL_PARA</th>\n",
       "      <th>GRUPO_PARA</th>\n",
       "      <th>MARCA_PARA</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>19488453</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>BA</td>\n",
       "      <td>BA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSalvador  BASalvador</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>19488454</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RS</td>\n",
       "      <td>RS</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSanta Cruz do Sul  RSSanta...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>19488455</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PA</td>\n",
       "      <td>PA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSantarem  PASantarem</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>19488456</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSanto André  SPSanto André</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>19488457</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSantos  SPSantos</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>19488458</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Carlos  SPSão Carlos</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>19488459</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RO</td>\n",
       "      <td>RO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Francisco do Guaporé  ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>19488460</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão José do Rio Preto  SPS...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>19488461</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão José dos Campos  SPSão...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>19488462</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MA</td>\n",
       "      <td>MA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Luís  MASão Luís</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>19488463</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RO</td>\n",
       "      <td>RO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Miguel do Guaporé  ROS...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>19488464</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Miguel Paulista  SPSão...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>19488465</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Paulo  SPSão Paulo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>19488466</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>Presencial</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>482.22</td>\n",
       "      <td>482.22</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Paulo  SPSão Paulo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>19488467</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PE</td>\n",
       "      <td>PE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSerra Talhada  PESerra Tal...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>19488468</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MT</td>\n",
       "      <td>MT</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSinop  MTSinop</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>19488469</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>CE</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSobral  CESobral</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>19488470</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSorocaba  SPSorocaba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>19488471</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>AM</td>\n",
       "      <td>AM</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTabatinga  AMTabatinga</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>19488472</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>DF</td>\n",
       "      <td>DF</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTaguatinga  DFTaguatinga</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>19488473</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>Presencial</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>DF</td>\n",
       "      <td>DF</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>482.22</td>\n",
       "      <td>482.22</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTaguatinga  DFTaguatinga</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>19488474</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PI</td>\n",
       "      <td>PI</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTeresina  PITeresina</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>19488475</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MG</td>\n",
       "      <td>MG</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOUberaba  MGUberaba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>19488476</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MG</td>\n",
       "      <td>MG</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOUberlândia  MGUberlândia</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>19488477</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RO</td>\n",
       "      <td>RO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVilhena  ROVilhena</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>19488478</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>ES</td>\n",
       "      <td>ES</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVitória  ESVitória</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>19488479</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>BA</td>\n",
       "      <td>BA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVitória da Conquista  BAVi...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>19488480</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RJ</td>\n",
       "      <td>RJ</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVolta Redonda  RJVolta Red...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>19488481</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>26</td>\n",
       "      <td>Gestão Ambiental</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>GO</td>\n",
       "      <td>GO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>277.78</td>\n",
       "      <td>277.78</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOAnápolis  GOAnápolis</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>19488482</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>26</td>\n",
       "      <td>Gestão Ambiental</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SE</td>\n",
       "      <td>SE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>277.78</td>\n",
       "      <td>277.78</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOAracaju  SEAracaju</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701711</th>\n",
       "      <td>19943850</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Marketing Digital</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701712</th>\n",
       "      <td>19943851</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Segurança Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701713</th>\n",
       "      <td>19943852</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Sistemas para Internet</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701714</th>\n",
       "      <td>19943853</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Administração</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701715</th>\n",
       "      <td>19943854</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Ciências Contábeis</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701716</th>\n",
       "      <td>19943855</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Educação Física</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701717</th>\n",
       "      <td>19943856</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Letras - Português e Inglês</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701718</th>\n",
       "      <td>19943857</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Pedagogia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>271.0</td>\n",
       "      <td>271.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701719</th>\n",
       "      <td>19943858</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Comercial</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>159.0</td>\n",
       "      <td>159.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701720</th>\n",
       "      <td>19943859</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão de Recursos Humanos</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701721</th>\n",
       "      <td>19943860</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Financeira</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701722</th>\n",
       "      <td>19943861</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701723</th>\n",
       "      <td>19943862</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Marketing Digital</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701724</th>\n",
       "      <td>19943863</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Segurança Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701725</th>\n",
       "      <td>19943864</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Sistemas para Internet</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701726</th>\n",
       "      <td>19943865</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Administração</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701727</th>\n",
       "      <td>19943866</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Ciências Contábeis</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701728</th>\n",
       "      <td>19943867</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Educação Física</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701729</th>\n",
       "      <td>19943868</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Letras - Português e Inglês</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701730</th>\n",
       "      <td>19943869</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Pedagogia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701731</th>\n",
       "      <td>19943870</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Comercial</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>271.0</td>\n",
       "      <td>271.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701732</th>\n",
       "      <td>19943871</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão de Recursos Humanos</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>159.0</td>\n",
       "      <td>159.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701733</th>\n",
       "      <td>19943872</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Financeira</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701734</th>\n",
       "      <td>19943873</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701735</th>\n",
       "      <td>19943874</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Marketing Digital</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701736</th>\n",
       "      <td>19943875</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Segurança Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701737</th>\n",
       "      <td>19943876</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Sistemas para Internet</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701738</th>\n",
       "      <td>19943877</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Administração</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Caetité - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701739</th>\n",
       "      <td>19943878</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Ciências Contábeis</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Caetité - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701740</th>\n",
       "      <td>19943879</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Educação Física</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Caetité - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>701741 rows × 56 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              ID    DT_DATE DS_IES_SIGLE DS_COURSE_ID  \\\n",
       "0       19488453 2019-02-01   CLARETIANO          141   \n",
       "1       19488454 2019-02-01   CLARETIANO          141   \n",
       "2       19488455 2019-02-01   CLARETIANO          141   \n",
       "3       19488456 2019-02-01   CLARETIANO          141   \n",
       "4       19488457 2019-02-01   CLARETIANO          141   \n",
       "5       19488458 2019-02-01   CLARETIANO          141   \n",
       "6       19488459 2019-02-01   CLARETIANO          141   \n",
       "7       19488460 2019-02-01   CLARETIANO          141   \n",
       "8       19488461 2019-02-01   CLARETIANO          141   \n",
       "9       19488462 2019-02-01   CLARETIANO          141   \n",
       "10      19488463 2019-02-01   CLARETIANO          141   \n",
       "11      19488464 2019-02-01   CLARETIANO          141   \n",
       "12      19488465 2019-02-01   CLARETIANO          141   \n",
       "13      19488466 2019-02-01   CLARETIANO          141   \n",
       "14      19488467 2019-02-01   CLARETIANO          141   \n",
       "15      19488468 2019-02-01   CLARETIANO          141   \n",
       "16      19488469 2019-02-01   CLARETIANO          141   \n",
       "17      19488470 2019-02-01   CLARETIANO          141   \n",
       "18      19488471 2019-02-01   CLARETIANO          141   \n",
       "19      19488472 2019-02-01   CLARETIANO          141   \n",
       "20      19488473 2019-02-01   CLARETIANO          141   \n",
       "21      19488474 2019-02-01   CLARETIANO          141   \n",
       "22      19488475 2019-02-01   CLARETIANO          141   \n",
       "23      19488476 2019-02-01   CLARETIANO          141   \n",
       "24      19488477 2019-02-01   CLARETIANO          141   \n",
       "25      19488478 2019-02-01   CLARETIANO          141   \n",
       "26      19488479 2019-02-01   CLARETIANO          141   \n",
       "27      19488480 2019-02-01   CLARETIANO          141   \n",
       "28      19488481 2019-02-01   CLARETIANO           26   \n",
       "29      19488482 2019-02-01   CLARETIANO           26   \n",
       "...          ...        ...          ...          ...   \n",
       "701711  19943850 2019-02-04       UNIBTA         None   \n",
       "701712  19943851 2019-02-04       UNIBTA         None   \n",
       "701713  19943852 2019-02-04       UNIBTA         None   \n",
       "701714  19943853 2019-02-04       UNIBTA         None   \n",
       "701715  19943854 2019-02-04       UNIBTA         None   \n",
       "701716  19943855 2019-02-04       UNIBTA         None   \n",
       "701717  19943856 2019-02-04       UNIBTA         None   \n",
       "701718  19943857 2019-02-04       UNIBTA         None   \n",
       "701719  19943858 2019-02-04       UNIBTA         None   \n",
       "701720  19943859 2019-02-04       UNIBTA         None   \n",
       "701721  19943860 2019-02-04       UNIBTA         None   \n",
       "701722  19943861 2019-02-04       UNIBTA         None   \n",
       "701723  19943862 2019-02-04       UNIBTA         None   \n",
       "701724  19943863 2019-02-04       UNIBTA         None   \n",
       "701725  19943864 2019-02-04       UNIBTA         None   \n",
       "701726  19943865 2019-02-04       UNIBTA         None   \n",
       "701727  19943866 2019-02-04       UNIBTA         None   \n",
       "701728  19943867 2019-02-04       UNIBTA         None   \n",
       "701729  19943868 2019-02-04       UNIBTA         None   \n",
       "701730  19943869 2019-02-04       UNIBTA         None   \n",
       "701731  19943870 2019-02-04       UNIBTA         None   \n",
       "701732  19943871 2019-02-04       UNIBTA         None   \n",
       "701733  19943872 2019-02-04       UNIBTA         None   \n",
       "701734  19943873 2019-02-04       UNIBTA         None   \n",
       "701735  19943874 2019-02-04       UNIBTA         None   \n",
       "701736  19943875 2019-02-04       UNIBTA         None   \n",
       "701737  19943876 2019-02-04       UNIBTA         None   \n",
       "701738  19943877 2019-02-04       UNIBTA         None   \n",
       "701739  19943878 2019-02-04       UNIBTA         None   \n",
       "701740  19943879 2019-02-04       UNIBTA         None   \n",
       "\n",
       "                                 DS_COUSER_NAME DS_COURSE_MODALITY  \\\n",
       "0                                   Gastronomia                EAD   \n",
       "1                                   Gastronomia                EAD   \n",
       "2                                   Gastronomia                EAD   \n",
       "3                                   Gastronomia                EAD   \n",
       "4                                   Gastronomia                EAD   \n",
       "5                                   Gastronomia                EAD   \n",
       "6                                   Gastronomia                EAD   \n",
       "7                                   Gastronomia                EAD   \n",
       "8                                   Gastronomia                EAD   \n",
       "9                                   Gastronomia                EAD   \n",
       "10                                  Gastronomia                EAD   \n",
       "11                                  Gastronomia                EAD   \n",
       "12                                  Gastronomia                EAD   \n",
       "13                                  Gastronomia         Presencial   \n",
       "14                                  Gastronomia                EAD   \n",
       "15                                  Gastronomia                EAD   \n",
       "16                                  Gastronomia                EAD   \n",
       "17                                  Gastronomia                EAD   \n",
       "18                                  Gastronomia                EAD   \n",
       "19                                  Gastronomia                EAD   \n",
       "20                                  Gastronomia         Presencial   \n",
       "21                                  Gastronomia                EAD   \n",
       "22                                  Gastronomia                EAD   \n",
       "23                                  Gastronomia                EAD   \n",
       "24                                  Gastronomia                EAD   \n",
       "25                                  Gastronomia                EAD   \n",
       "26                                  Gastronomia                EAD   \n",
       "27                                  Gastronomia                EAD   \n",
       "28                            Gestão Ambiental                 EAD   \n",
       "29                            Gestão Ambiental                 EAD   \n",
       "...                                         ...                ...   \n",
       "701711           Tecnólogo em Marketing Digital                EAD   \n",
       "701712           Tecnólogo em Segurança Pública                EAD   \n",
       "701713      Tecnólogo em Sistemas para Internet                EAD   \n",
       "701714                            Administração                EAD   \n",
       "701715                       Ciências Contábeis                EAD   \n",
       "701716                          Educação Física                EAD   \n",
       "701717              Letras - Português e Inglês                EAD   \n",
       "701718                                Pedagogia                EAD   \n",
       "701719            Tecnólogo em Gestão Comercial                EAD   \n",
       "701720  Tecnólogo em Gestão de Recursos Humanos                EAD   \n",
       "701721           Tecnólogo em Gestão Financeira                EAD   \n",
       "701722              Tecnólogo em Gestão Pública                EAD   \n",
       "701723           Tecnólogo em Marketing Digital                EAD   \n",
       "701724           Tecnólogo em Segurança Pública                EAD   \n",
       "701725      Tecnólogo em Sistemas para Internet                EAD   \n",
       "701726                            Administração                EAD   \n",
       "701727                       Ciências Contábeis                EAD   \n",
       "701728                          Educação Física                EAD   \n",
       "701729              Letras - Português e Inglês                EAD   \n",
       "701730                                Pedagogia                EAD   \n",
       "701731            Tecnólogo em Gestão Comercial                EAD   \n",
       "701732  Tecnólogo em Gestão de Recursos Humanos                EAD   \n",
       "701733           Tecnólogo em Gestão Financeira                EAD   \n",
       "701734              Tecnólogo em Gestão Pública                EAD   \n",
       "701735           Tecnólogo em Marketing Digital                EAD   \n",
       "701736           Tecnólogo em Segurança Pública                EAD   \n",
       "701737      Tecnólogo em Sistemas para Internet                EAD   \n",
       "701738                            Administração                EAD   \n",
       "701739                       Ciências Contábeis                EAD   \n",
       "701740                          Educação Física                EAD   \n",
       "\n",
       "       DS_COURSE_DEGREE DS_STATE_ID DS_STATE_NAME DS_CITY_ID     ...      \\\n",
       "0             Tecnólogo          BA            BA       None     ...       \n",
       "1             Tecnólogo          RS            RS       None     ...       \n",
       "2             Tecnólogo          PA            PA       None     ...       \n",
       "3             Tecnólogo          SP            SP       None     ...       \n",
       "4             Tecnólogo          SP            SP       None     ...       \n",
       "5             Tecnólogo          SP            SP       None     ...       \n",
       "6             Tecnólogo          RO            RO       None     ...       \n",
       "7             Tecnólogo          SP            SP       None     ...       \n",
       "8             Tecnólogo          SP            SP       None     ...       \n",
       "9             Tecnólogo          MA            MA       None     ...       \n",
       "10            Tecnólogo          RO            RO       None     ...       \n",
       "11            Tecnólogo          SP            SP       None     ...       \n",
       "12            Tecnólogo          SP            SP       None     ...       \n",
       "13            Tecnólogo          SP            SP       None     ...       \n",
       "14            Tecnólogo          PE            PE       None     ...       \n",
       "15            Tecnólogo          MT            MT       None     ...       \n",
       "16            Tecnólogo          CE            CE       None     ...       \n",
       "17            Tecnólogo          SP            SP       None     ...       \n",
       "18            Tecnólogo          AM            AM       None     ...       \n",
       "19            Tecnólogo          DF            DF       None     ...       \n",
       "20            Tecnólogo          DF            DF       None     ...       \n",
       "21            Tecnólogo          PI            PI       None     ...       \n",
       "22            Tecnólogo          MG            MG       None     ...       \n",
       "23            Tecnólogo          MG            MG       None     ...       \n",
       "24            Tecnólogo          RO            RO       None     ...       \n",
       "25            Tecnólogo          ES            ES       None     ...       \n",
       "26            Tecnólogo          BA            BA       None     ...       \n",
       "27            Tecnólogo          RJ            RJ       None     ...       \n",
       "28            Tecnólogo          GO            GO       None     ...       \n",
       "29            Tecnólogo          SE            SE       None     ...       \n",
       "...                 ...         ...           ...        ...     ...       \n",
       "701711             None        None            CE       None     ...       \n",
       "701712             None        None            CE       None     ...       \n",
       "701713             None        None            CE       None     ...       \n",
       "701714             None        None            CE       None     ...       \n",
       "701715             None        None            CE       None     ...       \n",
       "701716             None        None            CE       None     ...       \n",
       "701717             None        None            CE       None     ...       \n",
       "701718             None        None            CE       None     ...       \n",
       "701719             None        None            CE       None     ...       \n",
       "701720             None        None            CE       None     ...       \n",
       "701721             None        None            CE       None     ...       \n",
       "701722             None        None            CE       None     ...       \n",
       "701723             None        None            CE       None     ...       \n",
       "701724             None        None            CE       None     ...       \n",
       "701725             None        None            CE       None     ...       \n",
       "701726             None        None            CE       None     ...       \n",
       "701727             None        None            CE       None     ...       \n",
       "701728             None        None            CE       None     ...       \n",
       "701729             None        None            CE       None     ...       \n",
       "701730             None        None            CE       None     ...       \n",
       "701731             None        None            CE       None     ...       \n",
       "701732             None        None            CE       None     ...       \n",
       "701733             None        None            CE       None     ...       \n",
       "701734             None        None            CE       None     ...       \n",
       "701735             None        None            CE       None     ...       \n",
       "701736             None        None            CE       None     ...       \n",
       "701737             None        None            CE       None     ...       \n",
       "701738             None        None            CE       None     ...       \n",
       "701739             None        None            CE       None     ...       \n",
       "701740             None        None            CE       None     ...       \n",
       "\n",
       "       PRECO_DF PRECO_DESCONTO_DF QTD_CREDITOS_DF  chave_pgto  \\\n",
       "0        461.11            461.11            None  CLARETIANO   \n",
       "1        461.11            461.11            None  CLARETIANO   \n",
       "2        461.11            461.11            None  CLARETIANO   \n",
       "3        461.11            461.11            None  CLARETIANO   \n",
       "4        461.11            461.11            None  CLARETIANO   \n",
       "5        461.11            461.11            None  CLARETIANO   \n",
       "6        461.11            461.11            None  CLARETIANO   \n",
       "7        461.11            461.11            None  CLARETIANO   \n",
       "8        461.11            461.11            None  CLARETIANO   \n",
       "9        461.11            461.11            None  CLARETIANO   \n",
       "10       461.11            461.11            None  CLARETIANO   \n",
       "11       461.11            461.11            None  CLARETIANO   \n",
       "12       461.11            461.11            None  CLARETIANO   \n",
       "13       482.22            482.22            None  CLARETIANO   \n",
       "14       461.11            461.11            None  CLARETIANO   \n",
       "15       461.11            461.11            None  CLARETIANO   \n",
       "16       461.11            461.11            None  CLARETIANO   \n",
       "17       461.11            461.11            None  CLARETIANO   \n",
       "18       461.11            461.11            None  CLARETIANO   \n",
       "19       461.11            461.11            None  CLARETIANO   \n",
       "20       482.22            482.22            None  CLARETIANO   \n",
       "21       461.11            461.11            None  CLARETIANO   \n",
       "22       461.11            461.11            None  CLARETIANO   \n",
       "23       461.11            461.11            None  CLARETIANO   \n",
       "24       461.11            461.11            None  CLARETIANO   \n",
       "25       461.11            461.11            None  CLARETIANO   \n",
       "26       461.11            461.11            None  CLARETIANO   \n",
       "27       461.11            461.11            None  CLARETIANO   \n",
       "28       277.78            277.78            None  CLARETIANO   \n",
       "29       277.78            277.78            None  CLARETIANO   \n",
       "...         ...               ...             ...         ...   \n",
       "701711    261.0             261.0            None      UNIBTA   \n",
       "701712    261.0             261.0            None      UNIBTA   \n",
       "701713    261.0             261.0            None      UNIBTA   \n",
       "701714    303.0             303.0            None      UNIBTA   \n",
       "701715    303.0             303.0            None      UNIBTA   \n",
       "701716    303.0             303.0            None      UNIBTA   \n",
       "701717    303.0             303.0            None      UNIBTA   \n",
       "701718    271.0             271.0            None      UNIBTA   \n",
       "701719    159.0             159.0            None      UNIBTA   \n",
       "701720    261.0             261.0            None      UNIBTA   \n",
       "701721    261.0             261.0            None      UNIBTA   \n",
       "701722    261.0             261.0            None      UNIBTA   \n",
       "701723    261.0             261.0            None      UNIBTA   \n",
       "701724    261.0             261.0            None      UNIBTA   \n",
       "701725    261.0             261.0            None      UNIBTA   \n",
       "701726    303.0             303.0            None      UNIBTA   \n",
       "701727    303.0             303.0            None      UNIBTA   \n",
       "701728    303.0             303.0            None      UNIBTA   \n",
       "701729    303.0             303.0            None      UNIBTA   \n",
       "701730    303.0             303.0            None      UNIBTA   \n",
       "701731    271.0             271.0            None      UNIBTA   \n",
       "701732    159.0             159.0            None      UNIBTA   \n",
       "701733    261.0             261.0            None      UNIBTA   \n",
       "701734    261.0             261.0            None      UNIBTA   \n",
       "701735    261.0             261.0            None      UNIBTA   \n",
       "701736    261.0             261.0            None      UNIBTA   \n",
       "701737    261.0             261.0            None      UNIBTA   \n",
       "701738    303.0             303.0            None      UNIBTA   \n",
       "701739    303.0             303.0            None      UNIBTA   \n",
       "701740    303.0             303.0            None      UNIBTA   \n",
       "\n",
       "       PARA_Plano_Pagto                                          chave_cuf  \\\n",
       "0                    NI          CLARETIANOCLARETIANOSalvador  BASalvador    \n",
       "1                    NI  CLARETIANOCLARETIANOSanta Cruz do Sul  RSSanta...   \n",
       "2                    NI          CLARETIANOCLARETIANOSantarem  PASantarem    \n",
       "3                    NI    CLARETIANOCLARETIANOSanto André  SPSanto André    \n",
       "4                    NI              CLARETIANOCLARETIANOSantos  SPSantos    \n",
       "5                    NI      CLARETIANOCLARETIANOSão Carlos  SPSão Carlos    \n",
       "6                    NI  CLARETIANOCLARETIANOSão Francisco do Guaporé  ...   \n",
       "7                    NI  CLARETIANOCLARETIANOSão José do Rio Preto  SPS...   \n",
       "8                    NI  CLARETIANOCLARETIANOSão José dos Campos  SPSão...   \n",
       "9                    NI          CLARETIANOCLARETIANOSão Luís  MASão Luís    \n",
       "10                   NI  CLARETIANOCLARETIANOSão Miguel do Guaporé  ROS...   \n",
       "11                   NI  CLARETIANOCLARETIANOSão Miguel Paulista  SPSão...   \n",
       "12                   NI        CLARETIANOCLARETIANOSão Paulo  SPSão Paulo    \n",
       "13                   NI        CLARETIANOCLARETIANOSão Paulo  SPSão Paulo    \n",
       "14                   NI  CLARETIANOCLARETIANOSerra Talhada  PESerra Tal...   \n",
       "15                   NI                CLARETIANOCLARETIANOSinop  MTSinop    \n",
       "16                   NI              CLARETIANOCLARETIANOSobral  CESobral    \n",
       "17                   NI          CLARETIANOCLARETIANOSorocaba  SPSorocaba    \n",
       "18                   NI        CLARETIANOCLARETIANOTabatinga  AMTabatinga    \n",
       "19                   NI      CLARETIANOCLARETIANOTaguatinga  DFTaguatinga    \n",
       "20                   NI      CLARETIANOCLARETIANOTaguatinga  DFTaguatinga    \n",
       "21                   NI          CLARETIANOCLARETIANOTeresina  PITeresina    \n",
       "22                   NI            CLARETIANOCLARETIANOUberaba  MGUberaba    \n",
       "23                   NI      CLARETIANOCLARETIANOUberlândia  MGUberlândia    \n",
       "24                   NI            CLARETIANOCLARETIANOVilhena  ROVilhena    \n",
       "25                   NI            CLARETIANOCLARETIANOVitória  ESVitória    \n",
       "26                   NI  CLARETIANOCLARETIANOVitória da Conquista  BAVi...   \n",
       "27                   NI  CLARETIANOCLARETIANOVolta Redonda  RJVolta Red...   \n",
       "28                   NI          CLARETIANOCLARETIANOAnápolis  GOAnápolis    \n",
       "29                   NI            CLARETIANOCLARETIANOAracaju  SEAracaju    \n",
       "...                 ...                                                ...   \n",
       "701711               NI  UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...   \n",
       "701712               NI  UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...   \n",
       "701713               NI  UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...   \n",
       "701714               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701715               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701716               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701717               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701718               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701719               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701720               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701721               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701722               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701723               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701724               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701725               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701726               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701727               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701728               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701729               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701730               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701731               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701732               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701733               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701734               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701735               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701736               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701737               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701738               NI           UNIBTAUNIBTAUbatãCEPolo Caetité - Centro   \n",
       "701739               NI           UNIBTAUNIBTAUbatãCEPolo Caetité - Centro   \n",
       "701740               NI           UNIBTAUNIBTAUbatãCEPolo Caetité - Centro   \n",
       "\n",
       "        CIDADE_UF_DF  NOME_LOCAL_PARA  GRUPO_PARA  MARCA_PARA  \n",
       "0                 NI              NaN         NaN         NaN  \n",
       "1                 NI              NaN         NaN         NaN  \n",
       "2                 NI              NaN         NaN         NaN  \n",
       "3                 NI              NaN         NaN         NaN  \n",
       "4                 NI              NaN         NaN         NaN  \n",
       "5                 NI              NaN         NaN         NaN  \n",
       "6                 NI              NaN         NaN         NaN  \n",
       "7                 NI              NaN         NaN         NaN  \n",
       "8                 NI              NaN         NaN         NaN  \n",
       "9                 NI              NaN         NaN         NaN  \n",
       "10                NI              NaN         NaN         NaN  \n",
       "11                NI              NaN         NaN         NaN  \n",
       "12                NI              NaN         NaN         NaN  \n",
       "13                NI              NaN         NaN         NaN  \n",
       "14                NI              NaN         NaN         NaN  \n",
       "15                NI              NaN         NaN         NaN  \n",
       "16                NI              NaN         NaN         NaN  \n",
       "17                NI              NaN         NaN         NaN  \n",
       "18                NI              NaN         NaN         NaN  \n",
       "19                NI              NaN         NaN         NaN  \n",
       "20                NI              NaN         NaN         NaN  \n",
       "21                NI              NaN         NaN         NaN  \n",
       "22                NI              NaN         NaN         NaN  \n",
       "23                NI              NaN         NaN         NaN  \n",
       "24                NI              NaN         NaN         NaN  \n",
       "25                NI              NaN         NaN         NaN  \n",
       "26                NI              NaN         NaN         NaN  \n",
       "27                NI              NaN         NaN         NaN  \n",
       "28                NI              NaN         NaN         NaN  \n",
       "29                NI              NaN         NaN         NaN  \n",
       "...              ...              ...         ...         ...  \n",
       "701711            NI              NaN         NaN         NaN  \n",
       "701712            NI              NaN         NaN         NaN  \n",
       "701713            NI              NaN         NaN         NaN  \n",
       "701714            NI              NaN         NaN         NaN  \n",
       "701715            NI              NaN         NaN         NaN  \n",
       "701716            NI              NaN         NaN         NaN  \n",
       "701717            NI              NaN         NaN         NaN  \n",
       "701718            NI              NaN         NaN         NaN  \n",
       "701719            NI              NaN         NaN         NaN  \n",
       "701720            NI              NaN         NaN         NaN  \n",
       "701721            NI              NaN         NaN         NaN  \n",
       "701722            NI              NaN         NaN         NaN  \n",
       "701723            NI              NaN         NaN         NaN  \n",
       "701724            NI              NaN         NaN         NaN  \n",
       "701725            NI              NaN         NaN         NaN  \n",
       "701726            NI              NaN         NaN         NaN  \n",
       "701727            NI              NaN         NaN         NaN  \n",
       "701728            NI              NaN         NaN         NaN  \n",
       "701729            NI              NaN         NaN         NaN  \n",
       "701730            NI              NaN         NaN         NaN  \n",
       "701731            NI              NaN         NaN         NaN  \n",
       "701732            NI              NaN         NaN         NaN  \n",
       "701733            NI              NaN         NaN         NaN  \n",
       "701734            NI              NaN         NaN         NaN  \n",
       "701735            NI              NaN         NaN         NaN  \n",
       "701736            NI              NaN         NaN         NaN  \n",
       "701737            NI              NaN         NaN         NaN  \n",
       "701738            NI              NaN         NaN         NaN  \n",
       "701739            NI              NaN         NaN         NaN  \n",
       "701740            NI              NaN         NaN         NaN  \n",
       "\n",
       "[701741 rows x 56 columns]"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rft[\"CIDADE_PARA\"].fillna(\"NI\", inplace = True)\n",
    "rft.rename(index=str, columns={\"CIDADE_PARA\": \"CIDADE_UF_DF\"})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID</th>\n",
       "      <th>DT_DATE</th>\n",
       "      <th>DS_IES_SIGLE</th>\n",
       "      <th>DS_COURSE_ID</th>\n",
       "      <th>DS_COUSER_NAME</th>\n",
       "      <th>DS_COURSE_MODALITY</th>\n",
       "      <th>DS_COURSE_DEGREE</th>\n",
       "      <th>DS_STATE_ID</th>\n",
       "      <th>DS_STATE_NAME</th>\n",
       "      <th>DS_CITY_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>PRECO_DF</th>\n",
       "      <th>PRECO_DESCONTO_DF</th>\n",
       "      <th>QTD_CREDITOS_DF</th>\n",
       "      <th>chave_pgto</th>\n",
       "      <th>PARA_Plano_Pagto</th>\n",
       "      <th>chave_cuf</th>\n",
       "      <th>CIDADE_PARA</th>\n",
       "      <th>NOME_LOCAL_DF</th>\n",
       "      <th>GRUPO_PARA</th>\n",
       "      <th>MARCA_PARA</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>19488453</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>BA</td>\n",
       "      <td>BA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSalvador  BASalvador</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>19488454</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RS</td>\n",
       "      <td>RS</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSanta Cruz do Sul  RSSanta...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>19488455</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PA</td>\n",
       "      <td>PA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSantarem  PASantarem</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>19488456</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSanto André  SPSanto André</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>19488457</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSantos  SPSantos</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>19488458</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Carlos  SPSão Carlos</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>19488459</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RO</td>\n",
       "      <td>RO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Francisco do Guaporé  ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>19488460</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão José do Rio Preto  SPS...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>19488461</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão José dos Campos  SPSão...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>19488462</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MA</td>\n",
       "      <td>MA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Luís  MASão Luís</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>19488463</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RO</td>\n",
       "      <td>RO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Miguel do Guaporé  ROS...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>19488464</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Miguel Paulista  SPSão...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>19488465</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Paulo  SPSão Paulo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>19488466</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>Presencial</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>482.22</td>\n",
       "      <td>482.22</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Paulo  SPSão Paulo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>19488467</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PE</td>\n",
       "      <td>PE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSerra Talhada  PESerra Tal...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>19488468</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MT</td>\n",
       "      <td>MT</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSinop  MTSinop</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>19488469</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>CE</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSobral  CESobral</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>19488470</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSorocaba  SPSorocaba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>19488471</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>AM</td>\n",
       "      <td>AM</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTabatinga  AMTabatinga</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>19488472</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>DF</td>\n",
       "      <td>DF</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTaguatinga  DFTaguatinga</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>19488473</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>Presencial</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>DF</td>\n",
       "      <td>DF</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>482.22</td>\n",
       "      <td>482.22</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTaguatinga  DFTaguatinga</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>19488474</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PI</td>\n",
       "      <td>PI</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTeresina  PITeresina</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>19488475</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MG</td>\n",
       "      <td>MG</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOUberaba  MGUberaba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>19488476</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MG</td>\n",
       "      <td>MG</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOUberlândia  MGUberlândia</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>19488477</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RO</td>\n",
       "      <td>RO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVilhena  ROVilhena</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>19488478</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>ES</td>\n",
       "      <td>ES</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVitória  ESVitória</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>19488479</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>BA</td>\n",
       "      <td>BA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVitória da Conquista  BAVi...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>19488480</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RJ</td>\n",
       "      <td>RJ</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVolta Redonda  RJVolta Red...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>19488481</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>26</td>\n",
       "      <td>Gestão Ambiental</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>GO</td>\n",
       "      <td>GO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>277.78</td>\n",
       "      <td>277.78</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOAnápolis  GOAnápolis</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>19488482</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>26</td>\n",
       "      <td>Gestão Ambiental</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SE</td>\n",
       "      <td>SE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>277.78</td>\n",
       "      <td>277.78</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOAracaju  SEAracaju</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701711</th>\n",
       "      <td>19943850</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Marketing Digital</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701712</th>\n",
       "      <td>19943851</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Segurança Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701713</th>\n",
       "      <td>19943852</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Sistemas para Internet</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701714</th>\n",
       "      <td>19943853</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Administração</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701715</th>\n",
       "      <td>19943854</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Ciências Contábeis</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701716</th>\n",
       "      <td>19943855</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Educação Física</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701717</th>\n",
       "      <td>19943856</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Letras - Português e Inglês</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701718</th>\n",
       "      <td>19943857</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Pedagogia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>271.0</td>\n",
       "      <td>271.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701719</th>\n",
       "      <td>19943858</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Comercial</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>159.0</td>\n",
       "      <td>159.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701720</th>\n",
       "      <td>19943859</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão de Recursos Humanos</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701721</th>\n",
       "      <td>19943860</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Financeira</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701722</th>\n",
       "      <td>19943861</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701723</th>\n",
       "      <td>19943862</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Marketing Digital</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701724</th>\n",
       "      <td>19943863</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Segurança Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701725</th>\n",
       "      <td>19943864</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Sistemas para Internet</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701726</th>\n",
       "      <td>19943865</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Administração</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701727</th>\n",
       "      <td>19943866</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Ciências Contábeis</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701728</th>\n",
       "      <td>19943867</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Educação Física</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701729</th>\n",
       "      <td>19943868</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Letras - Português e Inglês</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701730</th>\n",
       "      <td>19943869</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Pedagogia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701731</th>\n",
       "      <td>19943870</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Comercial</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>271.0</td>\n",
       "      <td>271.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701732</th>\n",
       "      <td>19943871</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão de Recursos Humanos</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>159.0</td>\n",
       "      <td>159.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701733</th>\n",
       "      <td>19943872</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Financeira</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701734</th>\n",
       "      <td>19943873</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701735</th>\n",
       "      <td>19943874</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Marketing Digital</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701736</th>\n",
       "      <td>19943875</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Segurança Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701737</th>\n",
       "      <td>19943876</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Sistemas para Internet</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701738</th>\n",
       "      <td>19943877</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Administração</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Caetité - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701739</th>\n",
       "      <td>19943878</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Ciências Contábeis</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Caetité - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701740</th>\n",
       "      <td>19943879</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Educação Física</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Caetité - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>701741 rows × 56 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              ID    DT_DATE DS_IES_SIGLE DS_COURSE_ID  \\\n",
       "0       19488453 2019-02-01   CLARETIANO          141   \n",
       "1       19488454 2019-02-01   CLARETIANO          141   \n",
       "2       19488455 2019-02-01   CLARETIANO          141   \n",
       "3       19488456 2019-02-01   CLARETIANO          141   \n",
       "4       19488457 2019-02-01   CLARETIANO          141   \n",
       "5       19488458 2019-02-01   CLARETIANO          141   \n",
       "6       19488459 2019-02-01   CLARETIANO          141   \n",
       "7       19488460 2019-02-01   CLARETIANO          141   \n",
       "8       19488461 2019-02-01   CLARETIANO          141   \n",
       "9       19488462 2019-02-01   CLARETIANO          141   \n",
       "10      19488463 2019-02-01   CLARETIANO          141   \n",
       "11      19488464 2019-02-01   CLARETIANO          141   \n",
       "12      19488465 2019-02-01   CLARETIANO          141   \n",
       "13      19488466 2019-02-01   CLARETIANO          141   \n",
       "14      19488467 2019-02-01   CLARETIANO          141   \n",
       "15      19488468 2019-02-01   CLARETIANO          141   \n",
       "16      19488469 2019-02-01   CLARETIANO          141   \n",
       "17      19488470 2019-02-01   CLARETIANO          141   \n",
       "18      19488471 2019-02-01   CLARETIANO          141   \n",
       "19      19488472 2019-02-01   CLARETIANO          141   \n",
       "20      19488473 2019-02-01   CLARETIANO          141   \n",
       "21      19488474 2019-02-01   CLARETIANO          141   \n",
       "22      19488475 2019-02-01   CLARETIANO          141   \n",
       "23      19488476 2019-02-01   CLARETIANO          141   \n",
       "24      19488477 2019-02-01   CLARETIANO          141   \n",
       "25      19488478 2019-02-01   CLARETIANO          141   \n",
       "26      19488479 2019-02-01   CLARETIANO          141   \n",
       "27      19488480 2019-02-01   CLARETIANO          141   \n",
       "28      19488481 2019-02-01   CLARETIANO           26   \n",
       "29      19488482 2019-02-01   CLARETIANO           26   \n",
       "...          ...        ...          ...          ...   \n",
       "701711  19943850 2019-02-04       UNIBTA         None   \n",
       "701712  19943851 2019-02-04       UNIBTA         None   \n",
       "701713  19943852 2019-02-04       UNIBTA         None   \n",
       "701714  19943853 2019-02-04       UNIBTA         None   \n",
       "701715  19943854 2019-02-04       UNIBTA         None   \n",
       "701716  19943855 2019-02-04       UNIBTA         None   \n",
       "701717  19943856 2019-02-04       UNIBTA         None   \n",
       "701718  19943857 2019-02-04       UNIBTA         None   \n",
       "701719  19943858 2019-02-04       UNIBTA         None   \n",
       "701720  19943859 2019-02-04       UNIBTA         None   \n",
       "701721  19943860 2019-02-04       UNIBTA         None   \n",
       "701722  19943861 2019-02-04       UNIBTA         None   \n",
       "701723  19943862 2019-02-04       UNIBTA         None   \n",
       "701724  19943863 2019-02-04       UNIBTA         None   \n",
       "701725  19943864 2019-02-04       UNIBTA         None   \n",
       "701726  19943865 2019-02-04       UNIBTA         None   \n",
       "701727  19943866 2019-02-04       UNIBTA         None   \n",
       "701728  19943867 2019-02-04       UNIBTA         None   \n",
       "701729  19943868 2019-02-04       UNIBTA         None   \n",
       "701730  19943869 2019-02-04       UNIBTA         None   \n",
       "701731  19943870 2019-02-04       UNIBTA         None   \n",
       "701732  19943871 2019-02-04       UNIBTA         None   \n",
       "701733  19943872 2019-02-04       UNIBTA         None   \n",
       "701734  19943873 2019-02-04       UNIBTA         None   \n",
       "701735  19943874 2019-02-04       UNIBTA         None   \n",
       "701736  19943875 2019-02-04       UNIBTA         None   \n",
       "701737  19943876 2019-02-04       UNIBTA         None   \n",
       "701738  19943877 2019-02-04       UNIBTA         None   \n",
       "701739  19943878 2019-02-04       UNIBTA         None   \n",
       "701740  19943879 2019-02-04       UNIBTA         None   \n",
       "\n",
       "                                 DS_COUSER_NAME DS_COURSE_MODALITY  \\\n",
       "0                                   Gastronomia                EAD   \n",
       "1                                   Gastronomia                EAD   \n",
       "2                                   Gastronomia                EAD   \n",
       "3                                   Gastronomia                EAD   \n",
       "4                                   Gastronomia                EAD   \n",
       "5                                   Gastronomia                EAD   \n",
       "6                                   Gastronomia                EAD   \n",
       "7                                   Gastronomia                EAD   \n",
       "8                                   Gastronomia                EAD   \n",
       "9                                   Gastronomia                EAD   \n",
       "10                                  Gastronomia                EAD   \n",
       "11                                  Gastronomia                EAD   \n",
       "12                                  Gastronomia                EAD   \n",
       "13                                  Gastronomia         Presencial   \n",
       "14                                  Gastronomia                EAD   \n",
       "15                                  Gastronomia                EAD   \n",
       "16                                  Gastronomia                EAD   \n",
       "17                                  Gastronomia                EAD   \n",
       "18                                  Gastronomia                EAD   \n",
       "19                                  Gastronomia                EAD   \n",
       "20                                  Gastronomia         Presencial   \n",
       "21                                  Gastronomia                EAD   \n",
       "22                                  Gastronomia                EAD   \n",
       "23                                  Gastronomia                EAD   \n",
       "24                                  Gastronomia                EAD   \n",
       "25                                  Gastronomia                EAD   \n",
       "26                                  Gastronomia                EAD   \n",
       "27                                  Gastronomia                EAD   \n",
       "28                            Gestão Ambiental                 EAD   \n",
       "29                            Gestão Ambiental                 EAD   \n",
       "...                                         ...                ...   \n",
       "701711           Tecnólogo em Marketing Digital                EAD   \n",
       "701712           Tecnólogo em Segurança Pública                EAD   \n",
       "701713      Tecnólogo em Sistemas para Internet                EAD   \n",
       "701714                            Administração                EAD   \n",
       "701715                       Ciências Contábeis                EAD   \n",
       "701716                          Educação Física                EAD   \n",
       "701717              Letras - Português e Inglês                EAD   \n",
       "701718                                Pedagogia                EAD   \n",
       "701719            Tecnólogo em Gestão Comercial                EAD   \n",
       "701720  Tecnólogo em Gestão de Recursos Humanos                EAD   \n",
       "701721           Tecnólogo em Gestão Financeira                EAD   \n",
       "701722              Tecnólogo em Gestão Pública                EAD   \n",
       "701723           Tecnólogo em Marketing Digital                EAD   \n",
       "701724           Tecnólogo em Segurança Pública                EAD   \n",
       "701725      Tecnólogo em Sistemas para Internet                EAD   \n",
       "701726                            Administração                EAD   \n",
       "701727                       Ciências Contábeis                EAD   \n",
       "701728                          Educação Física                EAD   \n",
       "701729              Letras - Português e Inglês                EAD   \n",
       "701730                                Pedagogia                EAD   \n",
       "701731            Tecnólogo em Gestão Comercial                EAD   \n",
       "701732  Tecnólogo em Gestão de Recursos Humanos                EAD   \n",
       "701733           Tecnólogo em Gestão Financeira                EAD   \n",
       "701734              Tecnólogo em Gestão Pública                EAD   \n",
       "701735           Tecnólogo em Marketing Digital                EAD   \n",
       "701736           Tecnólogo em Segurança Pública                EAD   \n",
       "701737      Tecnólogo em Sistemas para Internet                EAD   \n",
       "701738                            Administração                EAD   \n",
       "701739                       Ciências Contábeis                EAD   \n",
       "701740                          Educação Física                EAD   \n",
       "\n",
       "       DS_COURSE_DEGREE DS_STATE_ID DS_STATE_NAME DS_CITY_ID     ...      \\\n",
       "0             Tecnólogo          BA            BA       None     ...       \n",
       "1             Tecnólogo          RS            RS       None     ...       \n",
       "2             Tecnólogo          PA            PA       None     ...       \n",
       "3             Tecnólogo          SP            SP       None     ...       \n",
       "4             Tecnólogo          SP            SP       None     ...       \n",
       "5             Tecnólogo          SP            SP       None     ...       \n",
       "6             Tecnólogo          RO            RO       None     ...       \n",
       "7             Tecnólogo          SP            SP       None     ...       \n",
       "8             Tecnólogo          SP            SP       None     ...       \n",
       "9             Tecnólogo          MA            MA       None     ...       \n",
       "10            Tecnólogo          RO            RO       None     ...       \n",
       "11            Tecnólogo          SP            SP       None     ...       \n",
       "12            Tecnólogo          SP            SP       None     ...       \n",
       "13            Tecnólogo          SP            SP       None     ...       \n",
       "14            Tecnólogo          PE            PE       None     ...       \n",
       "15            Tecnólogo          MT            MT       None     ...       \n",
       "16            Tecnólogo          CE            CE       None     ...       \n",
       "17            Tecnólogo          SP            SP       None     ...       \n",
       "18            Tecnólogo          AM            AM       None     ...       \n",
       "19            Tecnólogo          DF            DF       None     ...       \n",
       "20            Tecnólogo          DF            DF       None     ...       \n",
       "21            Tecnólogo          PI            PI       None     ...       \n",
       "22            Tecnólogo          MG            MG       None     ...       \n",
       "23            Tecnólogo          MG            MG       None     ...       \n",
       "24            Tecnólogo          RO            RO       None     ...       \n",
       "25            Tecnólogo          ES            ES       None     ...       \n",
       "26            Tecnólogo          BA            BA       None     ...       \n",
       "27            Tecnólogo          RJ            RJ       None     ...       \n",
       "28            Tecnólogo          GO            GO       None     ...       \n",
       "29            Tecnólogo          SE            SE       None     ...       \n",
       "...                 ...         ...           ...        ...     ...       \n",
       "701711             None        None            CE       None     ...       \n",
       "701712             None        None            CE       None     ...       \n",
       "701713             None        None            CE       None     ...       \n",
       "701714             None        None            CE       None     ...       \n",
       "701715             None        None            CE       None     ...       \n",
       "701716             None        None            CE       None     ...       \n",
       "701717             None        None            CE       None     ...       \n",
       "701718             None        None            CE       None     ...       \n",
       "701719             None        None            CE       None     ...       \n",
       "701720             None        None            CE       None     ...       \n",
       "701721             None        None            CE       None     ...       \n",
       "701722             None        None            CE       None     ...       \n",
       "701723             None        None            CE       None     ...       \n",
       "701724             None        None            CE       None     ...       \n",
       "701725             None        None            CE       None     ...       \n",
       "701726             None        None            CE       None     ...       \n",
       "701727             None        None            CE       None     ...       \n",
       "701728             None        None            CE       None     ...       \n",
       "701729             None        None            CE       None     ...       \n",
       "701730             None        None            CE       None     ...       \n",
       "701731             None        None            CE       None     ...       \n",
       "701732             None        None            CE       None     ...       \n",
       "701733             None        None            CE       None     ...       \n",
       "701734             None        None            CE       None     ...       \n",
       "701735             None        None            CE       None     ...       \n",
       "701736             None        None            CE       None     ...       \n",
       "701737             None        None            CE       None     ...       \n",
       "701738             None        None            CE       None     ...       \n",
       "701739             None        None            CE       None     ...       \n",
       "701740             None        None            CE       None     ...       \n",
       "\n",
       "       PRECO_DF PRECO_DESCONTO_DF QTD_CREDITOS_DF  chave_pgto  \\\n",
       "0        461.11            461.11            None  CLARETIANO   \n",
       "1        461.11            461.11            None  CLARETIANO   \n",
       "2        461.11            461.11            None  CLARETIANO   \n",
       "3        461.11            461.11            None  CLARETIANO   \n",
       "4        461.11            461.11            None  CLARETIANO   \n",
       "5        461.11            461.11            None  CLARETIANO   \n",
       "6        461.11            461.11            None  CLARETIANO   \n",
       "7        461.11            461.11            None  CLARETIANO   \n",
       "8        461.11            461.11            None  CLARETIANO   \n",
       "9        461.11            461.11            None  CLARETIANO   \n",
       "10       461.11            461.11            None  CLARETIANO   \n",
       "11       461.11            461.11            None  CLARETIANO   \n",
       "12       461.11            461.11            None  CLARETIANO   \n",
       "13       482.22            482.22            None  CLARETIANO   \n",
       "14       461.11            461.11            None  CLARETIANO   \n",
       "15       461.11            461.11            None  CLARETIANO   \n",
       "16       461.11            461.11            None  CLARETIANO   \n",
       "17       461.11            461.11            None  CLARETIANO   \n",
       "18       461.11            461.11            None  CLARETIANO   \n",
       "19       461.11            461.11            None  CLARETIANO   \n",
       "20       482.22            482.22            None  CLARETIANO   \n",
       "21       461.11            461.11            None  CLARETIANO   \n",
       "22       461.11            461.11            None  CLARETIANO   \n",
       "23       461.11            461.11            None  CLARETIANO   \n",
       "24       461.11            461.11            None  CLARETIANO   \n",
       "25       461.11            461.11            None  CLARETIANO   \n",
       "26       461.11            461.11            None  CLARETIANO   \n",
       "27       461.11            461.11            None  CLARETIANO   \n",
       "28       277.78            277.78            None  CLARETIANO   \n",
       "29       277.78            277.78            None  CLARETIANO   \n",
       "...         ...               ...             ...         ...   \n",
       "701711    261.0             261.0            None      UNIBTA   \n",
       "701712    261.0             261.0            None      UNIBTA   \n",
       "701713    261.0             261.0            None      UNIBTA   \n",
       "701714    303.0             303.0            None      UNIBTA   \n",
       "701715    303.0             303.0            None      UNIBTA   \n",
       "701716    303.0             303.0            None      UNIBTA   \n",
       "701717    303.0             303.0            None      UNIBTA   \n",
       "701718    271.0             271.0            None      UNIBTA   \n",
       "701719    159.0             159.0            None      UNIBTA   \n",
       "701720    261.0             261.0            None      UNIBTA   \n",
       "701721    261.0             261.0            None      UNIBTA   \n",
       "701722    261.0             261.0            None      UNIBTA   \n",
       "701723    261.0             261.0            None      UNIBTA   \n",
       "701724    261.0             261.0            None      UNIBTA   \n",
       "701725    261.0             261.0            None      UNIBTA   \n",
       "701726    303.0             303.0            None      UNIBTA   \n",
       "701727    303.0             303.0            None      UNIBTA   \n",
       "701728    303.0             303.0            None      UNIBTA   \n",
       "701729    303.0             303.0            None      UNIBTA   \n",
       "701730    303.0             303.0            None      UNIBTA   \n",
       "701731    271.0             271.0            None      UNIBTA   \n",
       "701732    159.0             159.0            None      UNIBTA   \n",
       "701733    261.0             261.0            None      UNIBTA   \n",
       "701734    261.0             261.0            None      UNIBTA   \n",
       "701735    261.0             261.0            None      UNIBTA   \n",
       "701736    261.0             261.0            None      UNIBTA   \n",
       "701737    261.0             261.0            None      UNIBTA   \n",
       "701738    303.0             303.0            None      UNIBTA   \n",
       "701739    303.0             303.0            None      UNIBTA   \n",
       "701740    303.0             303.0            None      UNIBTA   \n",
       "\n",
       "       PARA_Plano_Pagto                                          chave_cuf  \\\n",
       "0                    NI          CLARETIANOCLARETIANOSalvador  BASalvador    \n",
       "1                    NI  CLARETIANOCLARETIANOSanta Cruz do Sul  RSSanta...   \n",
       "2                    NI          CLARETIANOCLARETIANOSantarem  PASantarem    \n",
       "3                    NI    CLARETIANOCLARETIANOSanto André  SPSanto André    \n",
       "4                    NI              CLARETIANOCLARETIANOSantos  SPSantos    \n",
       "5                    NI      CLARETIANOCLARETIANOSão Carlos  SPSão Carlos    \n",
       "6                    NI  CLARETIANOCLARETIANOSão Francisco do Guaporé  ...   \n",
       "7                    NI  CLARETIANOCLARETIANOSão José do Rio Preto  SPS...   \n",
       "8                    NI  CLARETIANOCLARETIANOSão José dos Campos  SPSão...   \n",
       "9                    NI          CLARETIANOCLARETIANOSão Luís  MASão Luís    \n",
       "10                   NI  CLARETIANOCLARETIANOSão Miguel do Guaporé  ROS...   \n",
       "11                   NI  CLARETIANOCLARETIANOSão Miguel Paulista  SPSão...   \n",
       "12                   NI        CLARETIANOCLARETIANOSão Paulo  SPSão Paulo    \n",
       "13                   NI        CLARETIANOCLARETIANOSão Paulo  SPSão Paulo    \n",
       "14                   NI  CLARETIANOCLARETIANOSerra Talhada  PESerra Tal...   \n",
       "15                   NI                CLARETIANOCLARETIANOSinop  MTSinop    \n",
       "16                   NI              CLARETIANOCLARETIANOSobral  CESobral    \n",
       "17                   NI          CLARETIANOCLARETIANOSorocaba  SPSorocaba    \n",
       "18                   NI        CLARETIANOCLARETIANOTabatinga  AMTabatinga    \n",
       "19                   NI      CLARETIANOCLARETIANOTaguatinga  DFTaguatinga    \n",
       "20                   NI      CLARETIANOCLARETIANOTaguatinga  DFTaguatinga    \n",
       "21                   NI          CLARETIANOCLARETIANOTeresina  PITeresina    \n",
       "22                   NI            CLARETIANOCLARETIANOUberaba  MGUberaba    \n",
       "23                   NI      CLARETIANOCLARETIANOUberlândia  MGUberlândia    \n",
       "24                   NI            CLARETIANOCLARETIANOVilhena  ROVilhena    \n",
       "25                   NI            CLARETIANOCLARETIANOVitória  ESVitória    \n",
       "26                   NI  CLARETIANOCLARETIANOVitória da Conquista  BAVi...   \n",
       "27                   NI  CLARETIANOCLARETIANOVolta Redonda  RJVolta Red...   \n",
       "28                   NI          CLARETIANOCLARETIANOAnápolis  GOAnápolis    \n",
       "29                   NI            CLARETIANOCLARETIANOAracaju  SEAracaju    \n",
       "...                 ...                                                ...   \n",
       "701711               NI  UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...   \n",
       "701712               NI  UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...   \n",
       "701713               NI  UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...   \n",
       "701714               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701715               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701716               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701717               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701718               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701719               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701720               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701721               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701722               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701723               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701724               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701725               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701726               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701727               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701728               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701729               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701730               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701731               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701732               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701733               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701734               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701735               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701736               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701737               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701738               NI           UNIBTAUNIBTAUbatãCEPolo Caetité - Centro   \n",
       "701739               NI           UNIBTAUNIBTAUbatãCEPolo Caetité - Centro   \n",
       "701740               NI           UNIBTAUNIBTAUbatãCEPolo Caetité - Centro   \n",
       "\n",
       "        CIDADE_PARA  NOME_LOCAL_DF  GRUPO_PARA  MARCA_PARA  \n",
       "0                NI             NI         NaN         NaN  \n",
       "1                NI             NI         NaN         NaN  \n",
       "2                NI             NI         NaN         NaN  \n",
       "3                NI             NI         NaN         NaN  \n",
       "4                NI             NI         NaN         NaN  \n",
       "5                NI             NI         NaN         NaN  \n",
       "6                NI             NI         NaN         NaN  \n",
       "7                NI             NI         NaN         NaN  \n",
       "8                NI             NI         NaN         NaN  \n",
       "9                NI             NI         NaN         NaN  \n",
       "10               NI             NI         NaN         NaN  \n",
       "11               NI             NI         NaN         NaN  \n",
       "12               NI             NI         NaN         NaN  \n",
       "13               NI             NI         NaN         NaN  \n",
       "14               NI             NI         NaN         NaN  \n",
       "15               NI             NI         NaN         NaN  \n",
       "16               NI             NI         NaN         NaN  \n",
       "17               NI             NI         NaN         NaN  \n",
       "18               NI             NI         NaN         NaN  \n",
       "19               NI             NI         NaN         NaN  \n",
       "20               NI             NI         NaN         NaN  \n",
       "21               NI             NI         NaN         NaN  \n",
       "22               NI             NI         NaN         NaN  \n",
       "23               NI             NI         NaN         NaN  \n",
       "24               NI             NI         NaN         NaN  \n",
       "25               NI             NI         NaN         NaN  \n",
       "26               NI             NI         NaN         NaN  \n",
       "27               NI             NI         NaN         NaN  \n",
       "28               NI             NI         NaN         NaN  \n",
       "29               NI             NI         NaN         NaN  \n",
       "...             ...            ...         ...         ...  \n",
       "701711           NI             NI         NaN         NaN  \n",
       "701712           NI             NI         NaN         NaN  \n",
       "701713           NI             NI         NaN         NaN  \n",
       "701714           NI             NI         NaN         NaN  \n",
       "701715           NI             NI         NaN         NaN  \n",
       "701716           NI             NI         NaN         NaN  \n",
       "701717           NI             NI         NaN         NaN  \n",
       "701718           NI             NI         NaN         NaN  \n",
       "701719           NI             NI         NaN         NaN  \n",
       "701720           NI             NI         NaN         NaN  \n",
       "701721           NI             NI         NaN         NaN  \n",
       "701722           NI             NI         NaN         NaN  \n",
       "701723           NI             NI         NaN         NaN  \n",
       "701724           NI             NI         NaN         NaN  \n",
       "701725           NI             NI         NaN         NaN  \n",
       "701726           NI             NI         NaN         NaN  \n",
       "701727           NI             NI         NaN         NaN  \n",
       "701728           NI             NI         NaN         NaN  \n",
       "701729           NI             NI         NaN         NaN  \n",
       "701730           NI             NI         NaN         NaN  \n",
       "701731           NI             NI         NaN         NaN  \n",
       "701732           NI             NI         NaN         NaN  \n",
       "701733           NI             NI         NaN         NaN  \n",
       "701734           NI             NI         NaN         NaN  \n",
       "701735           NI             NI         NaN         NaN  \n",
       "701736           NI             NI         NaN         NaN  \n",
       "701737           NI             NI         NaN         NaN  \n",
       "701738           NI             NI         NaN         NaN  \n",
       "701739           NI             NI         NaN         NaN  \n",
       "701740           NI             NI         NaN         NaN  \n",
       "\n",
       "[701741 rows x 56 columns]"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rft[\"NOME_LOCAL_PARA\"].fillna(\"NI\", inplace = True) \n",
    "rft.rename(index=str, columns={\"NOME_LOCAL_PARA\": \"NOME_LOCAL_DF\"})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID</th>\n",
       "      <th>DT_DATE</th>\n",
       "      <th>DS_IES_SIGLE</th>\n",
       "      <th>DS_COURSE_ID</th>\n",
       "      <th>DS_COUSER_NAME</th>\n",
       "      <th>DS_COURSE_MODALITY</th>\n",
       "      <th>DS_COURSE_DEGREE</th>\n",
       "      <th>DS_STATE_ID</th>\n",
       "      <th>DS_STATE_NAME</th>\n",
       "      <th>DS_CITY_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>PRECO_DF</th>\n",
       "      <th>PRECO_DESCONTO_DF</th>\n",
       "      <th>QTD_CREDITOS_DF</th>\n",
       "      <th>chave_pgto</th>\n",
       "      <th>PARA_Plano_Pagto</th>\n",
       "      <th>chave_cuf</th>\n",
       "      <th>CIDADE_PARA</th>\n",
       "      <th>NOME_LOCAL_PARA</th>\n",
       "      <th>GRUPO_DF</th>\n",
       "      <th>MARCA_PARA</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>19488453</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>BA</td>\n",
       "      <td>BA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSalvador  BASalvador</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>19488454</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RS</td>\n",
       "      <td>RS</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSanta Cruz do Sul  RSSanta...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>19488455</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PA</td>\n",
       "      <td>PA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSantarem  PASantarem</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>19488456</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSanto André  SPSanto André</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>19488457</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSantos  SPSantos</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>19488458</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Carlos  SPSão Carlos</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>19488459</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RO</td>\n",
       "      <td>RO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Francisco do Guaporé  ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>19488460</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão José do Rio Preto  SPS...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>19488461</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão José dos Campos  SPSão...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>19488462</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MA</td>\n",
       "      <td>MA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Luís  MASão Luís</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>19488463</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RO</td>\n",
       "      <td>RO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Miguel do Guaporé  ROS...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>19488464</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Miguel Paulista  SPSão...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>19488465</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Paulo  SPSão Paulo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>19488466</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>Presencial</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>482.22</td>\n",
       "      <td>482.22</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Paulo  SPSão Paulo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>19488467</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PE</td>\n",
       "      <td>PE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSerra Talhada  PESerra Tal...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>19488468</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MT</td>\n",
       "      <td>MT</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSinop  MTSinop</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>19488469</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>CE</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSobral  CESobral</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>19488470</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSorocaba  SPSorocaba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>19488471</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>AM</td>\n",
       "      <td>AM</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTabatinga  AMTabatinga</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>19488472</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>DF</td>\n",
       "      <td>DF</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTaguatinga  DFTaguatinga</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>19488473</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>Presencial</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>DF</td>\n",
       "      <td>DF</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>482.22</td>\n",
       "      <td>482.22</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTaguatinga  DFTaguatinga</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>19488474</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PI</td>\n",
       "      <td>PI</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTeresina  PITeresina</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>19488475</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MG</td>\n",
       "      <td>MG</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOUberaba  MGUberaba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>19488476</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MG</td>\n",
       "      <td>MG</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOUberlândia  MGUberlândia</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>19488477</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RO</td>\n",
       "      <td>RO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVilhena  ROVilhena</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>19488478</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>ES</td>\n",
       "      <td>ES</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVitória  ESVitória</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>19488479</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>BA</td>\n",
       "      <td>BA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVitória da Conquista  BAVi...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>19488480</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RJ</td>\n",
       "      <td>RJ</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVolta Redonda  RJVolta Red...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>19488481</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>26</td>\n",
       "      <td>Gestão Ambiental</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>GO</td>\n",
       "      <td>GO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>277.78</td>\n",
       "      <td>277.78</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOAnápolis  GOAnápolis</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>19488482</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>26</td>\n",
       "      <td>Gestão Ambiental</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SE</td>\n",
       "      <td>SE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>277.78</td>\n",
       "      <td>277.78</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOAracaju  SEAracaju</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701711</th>\n",
       "      <td>19943850</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Marketing Digital</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701712</th>\n",
       "      <td>19943851</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Segurança Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701713</th>\n",
       "      <td>19943852</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Sistemas para Internet</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701714</th>\n",
       "      <td>19943853</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Administração</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701715</th>\n",
       "      <td>19943854</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Ciências Contábeis</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701716</th>\n",
       "      <td>19943855</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Educação Física</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701717</th>\n",
       "      <td>19943856</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Letras - Português e Inglês</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701718</th>\n",
       "      <td>19943857</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Pedagogia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>271.0</td>\n",
       "      <td>271.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701719</th>\n",
       "      <td>19943858</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Comercial</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>159.0</td>\n",
       "      <td>159.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701720</th>\n",
       "      <td>19943859</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão de Recursos Humanos</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701721</th>\n",
       "      <td>19943860</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Financeira</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701722</th>\n",
       "      <td>19943861</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701723</th>\n",
       "      <td>19943862</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Marketing Digital</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701724</th>\n",
       "      <td>19943863</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Segurança Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701725</th>\n",
       "      <td>19943864</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Sistemas para Internet</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701726</th>\n",
       "      <td>19943865</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Administração</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701727</th>\n",
       "      <td>19943866</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Ciências Contábeis</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701728</th>\n",
       "      <td>19943867</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Educação Física</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701729</th>\n",
       "      <td>19943868</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Letras - Português e Inglês</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701730</th>\n",
       "      <td>19943869</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Pedagogia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701731</th>\n",
       "      <td>19943870</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Comercial</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>271.0</td>\n",
       "      <td>271.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701732</th>\n",
       "      <td>19943871</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão de Recursos Humanos</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>159.0</td>\n",
       "      <td>159.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701733</th>\n",
       "      <td>19943872</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Financeira</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701734</th>\n",
       "      <td>19943873</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701735</th>\n",
       "      <td>19943874</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Marketing Digital</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701736</th>\n",
       "      <td>19943875</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Segurança Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701737</th>\n",
       "      <td>19943876</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Sistemas para Internet</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701738</th>\n",
       "      <td>19943877</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Administração</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Caetité - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701739</th>\n",
       "      <td>19943878</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Ciências Contábeis</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Caetité - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701740</th>\n",
       "      <td>19943879</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Educação Física</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Caetité - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>701741 rows × 56 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              ID    DT_DATE DS_IES_SIGLE DS_COURSE_ID  \\\n",
       "0       19488453 2019-02-01   CLARETIANO          141   \n",
       "1       19488454 2019-02-01   CLARETIANO          141   \n",
       "2       19488455 2019-02-01   CLARETIANO          141   \n",
       "3       19488456 2019-02-01   CLARETIANO          141   \n",
       "4       19488457 2019-02-01   CLARETIANO          141   \n",
       "5       19488458 2019-02-01   CLARETIANO          141   \n",
       "6       19488459 2019-02-01   CLARETIANO          141   \n",
       "7       19488460 2019-02-01   CLARETIANO          141   \n",
       "8       19488461 2019-02-01   CLARETIANO          141   \n",
       "9       19488462 2019-02-01   CLARETIANO          141   \n",
       "10      19488463 2019-02-01   CLARETIANO          141   \n",
       "11      19488464 2019-02-01   CLARETIANO          141   \n",
       "12      19488465 2019-02-01   CLARETIANO          141   \n",
       "13      19488466 2019-02-01   CLARETIANO          141   \n",
       "14      19488467 2019-02-01   CLARETIANO          141   \n",
       "15      19488468 2019-02-01   CLARETIANO          141   \n",
       "16      19488469 2019-02-01   CLARETIANO          141   \n",
       "17      19488470 2019-02-01   CLARETIANO          141   \n",
       "18      19488471 2019-02-01   CLARETIANO          141   \n",
       "19      19488472 2019-02-01   CLARETIANO          141   \n",
       "20      19488473 2019-02-01   CLARETIANO          141   \n",
       "21      19488474 2019-02-01   CLARETIANO          141   \n",
       "22      19488475 2019-02-01   CLARETIANO          141   \n",
       "23      19488476 2019-02-01   CLARETIANO          141   \n",
       "24      19488477 2019-02-01   CLARETIANO          141   \n",
       "25      19488478 2019-02-01   CLARETIANO          141   \n",
       "26      19488479 2019-02-01   CLARETIANO          141   \n",
       "27      19488480 2019-02-01   CLARETIANO          141   \n",
       "28      19488481 2019-02-01   CLARETIANO           26   \n",
       "29      19488482 2019-02-01   CLARETIANO           26   \n",
       "...          ...        ...          ...          ...   \n",
       "701711  19943850 2019-02-04       UNIBTA         None   \n",
       "701712  19943851 2019-02-04       UNIBTA         None   \n",
       "701713  19943852 2019-02-04       UNIBTA         None   \n",
       "701714  19943853 2019-02-04       UNIBTA         None   \n",
       "701715  19943854 2019-02-04       UNIBTA         None   \n",
       "701716  19943855 2019-02-04       UNIBTA         None   \n",
       "701717  19943856 2019-02-04       UNIBTA         None   \n",
       "701718  19943857 2019-02-04       UNIBTA         None   \n",
       "701719  19943858 2019-02-04       UNIBTA         None   \n",
       "701720  19943859 2019-02-04       UNIBTA         None   \n",
       "701721  19943860 2019-02-04       UNIBTA         None   \n",
       "701722  19943861 2019-02-04       UNIBTA         None   \n",
       "701723  19943862 2019-02-04       UNIBTA         None   \n",
       "701724  19943863 2019-02-04       UNIBTA         None   \n",
       "701725  19943864 2019-02-04       UNIBTA         None   \n",
       "701726  19943865 2019-02-04       UNIBTA         None   \n",
       "701727  19943866 2019-02-04       UNIBTA         None   \n",
       "701728  19943867 2019-02-04       UNIBTA         None   \n",
       "701729  19943868 2019-02-04       UNIBTA         None   \n",
       "701730  19943869 2019-02-04       UNIBTA         None   \n",
       "701731  19943870 2019-02-04       UNIBTA         None   \n",
       "701732  19943871 2019-02-04       UNIBTA         None   \n",
       "701733  19943872 2019-02-04       UNIBTA         None   \n",
       "701734  19943873 2019-02-04       UNIBTA         None   \n",
       "701735  19943874 2019-02-04       UNIBTA         None   \n",
       "701736  19943875 2019-02-04       UNIBTA         None   \n",
       "701737  19943876 2019-02-04       UNIBTA         None   \n",
       "701738  19943877 2019-02-04       UNIBTA         None   \n",
       "701739  19943878 2019-02-04       UNIBTA         None   \n",
       "701740  19943879 2019-02-04       UNIBTA         None   \n",
       "\n",
       "                                 DS_COUSER_NAME DS_COURSE_MODALITY  \\\n",
       "0                                   Gastronomia                EAD   \n",
       "1                                   Gastronomia                EAD   \n",
       "2                                   Gastronomia                EAD   \n",
       "3                                   Gastronomia                EAD   \n",
       "4                                   Gastronomia                EAD   \n",
       "5                                   Gastronomia                EAD   \n",
       "6                                   Gastronomia                EAD   \n",
       "7                                   Gastronomia                EAD   \n",
       "8                                   Gastronomia                EAD   \n",
       "9                                   Gastronomia                EAD   \n",
       "10                                  Gastronomia                EAD   \n",
       "11                                  Gastronomia                EAD   \n",
       "12                                  Gastronomia                EAD   \n",
       "13                                  Gastronomia         Presencial   \n",
       "14                                  Gastronomia                EAD   \n",
       "15                                  Gastronomia                EAD   \n",
       "16                                  Gastronomia                EAD   \n",
       "17                                  Gastronomia                EAD   \n",
       "18                                  Gastronomia                EAD   \n",
       "19                                  Gastronomia                EAD   \n",
       "20                                  Gastronomia         Presencial   \n",
       "21                                  Gastronomia                EAD   \n",
       "22                                  Gastronomia                EAD   \n",
       "23                                  Gastronomia                EAD   \n",
       "24                                  Gastronomia                EAD   \n",
       "25                                  Gastronomia                EAD   \n",
       "26                                  Gastronomia                EAD   \n",
       "27                                  Gastronomia                EAD   \n",
       "28                            Gestão Ambiental                 EAD   \n",
       "29                            Gestão Ambiental                 EAD   \n",
       "...                                         ...                ...   \n",
       "701711           Tecnólogo em Marketing Digital                EAD   \n",
       "701712           Tecnólogo em Segurança Pública                EAD   \n",
       "701713      Tecnólogo em Sistemas para Internet                EAD   \n",
       "701714                            Administração                EAD   \n",
       "701715                       Ciências Contábeis                EAD   \n",
       "701716                          Educação Física                EAD   \n",
       "701717              Letras - Português e Inglês                EAD   \n",
       "701718                                Pedagogia                EAD   \n",
       "701719            Tecnólogo em Gestão Comercial                EAD   \n",
       "701720  Tecnólogo em Gestão de Recursos Humanos                EAD   \n",
       "701721           Tecnólogo em Gestão Financeira                EAD   \n",
       "701722              Tecnólogo em Gestão Pública                EAD   \n",
       "701723           Tecnólogo em Marketing Digital                EAD   \n",
       "701724           Tecnólogo em Segurança Pública                EAD   \n",
       "701725      Tecnólogo em Sistemas para Internet                EAD   \n",
       "701726                            Administração                EAD   \n",
       "701727                       Ciências Contábeis                EAD   \n",
       "701728                          Educação Física                EAD   \n",
       "701729              Letras - Português e Inglês                EAD   \n",
       "701730                                Pedagogia                EAD   \n",
       "701731            Tecnólogo em Gestão Comercial                EAD   \n",
       "701732  Tecnólogo em Gestão de Recursos Humanos                EAD   \n",
       "701733           Tecnólogo em Gestão Financeira                EAD   \n",
       "701734              Tecnólogo em Gestão Pública                EAD   \n",
       "701735           Tecnólogo em Marketing Digital                EAD   \n",
       "701736           Tecnólogo em Segurança Pública                EAD   \n",
       "701737      Tecnólogo em Sistemas para Internet                EAD   \n",
       "701738                            Administração                EAD   \n",
       "701739                       Ciências Contábeis                EAD   \n",
       "701740                          Educação Física                EAD   \n",
       "\n",
       "       DS_COURSE_DEGREE DS_STATE_ID DS_STATE_NAME DS_CITY_ID     ...      \\\n",
       "0             Tecnólogo          BA            BA       None     ...       \n",
       "1             Tecnólogo          RS            RS       None     ...       \n",
       "2             Tecnólogo          PA            PA       None     ...       \n",
       "3             Tecnólogo          SP            SP       None     ...       \n",
       "4             Tecnólogo          SP            SP       None     ...       \n",
       "5             Tecnólogo          SP            SP       None     ...       \n",
       "6             Tecnólogo          RO            RO       None     ...       \n",
       "7             Tecnólogo          SP            SP       None     ...       \n",
       "8             Tecnólogo          SP            SP       None     ...       \n",
       "9             Tecnólogo          MA            MA       None     ...       \n",
       "10            Tecnólogo          RO            RO       None     ...       \n",
       "11            Tecnólogo          SP            SP       None     ...       \n",
       "12            Tecnólogo          SP            SP       None     ...       \n",
       "13            Tecnólogo          SP            SP       None     ...       \n",
       "14            Tecnólogo          PE            PE       None     ...       \n",
       "15            Tecnólogo          MT            MT       None     ...       \n",
       "16            Tecnólogo          CE            CE       None     ...       \n",
       "17            Tecnólogo          SP            SP       None     ...       \n",
       "18            Tecnólogo          AM            AM       None     ...       \n",
       "19            Tecnólogo          DF            DF       None     ...       \n",
       "20            Tecnólogo          DF            DF       None     ...       \n",
       "21            Tecnólogo          PI            PI       None     ...       \n",
       "22            Tecnólogo          MG            MG       None     ...       \n",
       "23            Tecnólogo          MG            MG       None     ...       \n",
       "24            Tecnólogo          RO            RO       None     ...       \n",
       "25            Tecnólogo          ES            ES       None     ...       \n",
       "26            Tecnólogo          BA            BA       None     ...       \n",
       "27            Tecnólogo          RJ            RJ       None     ...       \n",
       "28            Tecnólogo          GO            GO       None     ...       \n",
       "29            Tecnólogo          SE            SE       None     ...       \n",
       "...                 ...         ...           ...        ...     ...       \n",
       "701711             None        None            CE       None     ...       \n",
       "701712             None        None            CE       None     ...       \n",
       "701713             None        None            CE       None     ...       \n",
       "701714             None        None            CE       None     ...       \n",
       "701715             None        None            CE       None     ...       \n",
       "701716             None        None            CE       None     ...       \n",
       "701717             None        None            CE       None     ...       \n",
       "701718             None        None            CE       None     ...       \n",
       "701719             None        None            CE       None     ...       \n",
       "701720             None        None            CE       None     ...       \n",
       "701721             None        None            CE       None     ...       \n",
       "701722             None        None            CE       None     ...       \n",
       "701723             None        None            CE       None     ...       \n",
       "701724             None        None            CE       None     ...       \n",
       "701725             None        None            CE       None     ...       \n",
       "701726             None        None            CE       None     ...       \n",
       "701727             None        None            CE       None     ...       \n",
       "701728             None        None            CE       None     ...       \n",
       "701729             None        None            CE       None     ...       \n",
       "701730             None        None            CE       None     ...       \n",
       "701731             None        None            CE       None     ...       \n",
       "701732             None        None            CE       None     ...       \n",
       "701733             None        None            CE       None     ...       \n",
       "701734             None        None            CE       None     ...       \n",
       "701735             None        None            CE       None     ...       \n",
       "701736             None        None            CE       None     ...       \n",
       "701737             None        None            CE       None     ...       \n",
       "701738             None        None            CE       None     ...       \n",
       "701739             None        None            CE       None     ...       \n",
       "701740             None        None            CE       None     ...       \n",
       "\n",
       "       PRECO_DF PRECO_DESCONTO_DF QTD_CREDITOS_DF  chave_pgto  \\\n",
       "0        461.11            461.11            None  CLARETIANO   \n",
       "1        461.11            461.11            None  CLARETIANO   \n",
       "2        461.11            461.11            None  CLARETIANO   \n",
       "3        461.11            461.11            None  CLARETIANO   \n",
       "4        461.11            461.11            None  CLARETIANO   \n",
       "5        461.11            461.11            None  CLARETIANO   \n",
       "6        461.11            461.11            None  CLARETIANO   \n",
       "7        461.11            461.11            None  CLARETIANO   \n",
       "8        461.11            461.11            None  CLARETIANO   \n",
       "9        461.11            461.11            None  CLARETIANO   \n",
       "10       461.11            461.11            None  CLARETIANO   \n",
       "11       461.11            461.11            None  CLARETIANO   \n",
       "12       461.11            461.11            None  CLARETIANO   \n",
       "13       482.22            482.22            None  CLARETIANO   \n",
       "14       461.11            461.11            None  CLARETIANO   \n",
       "15       461.11            461.11            None  CLARETIANO   \n",
       "16       461.11            461.11            None  CLARETIANO   \n",
       "17       461.11            461.11            None  CLARETIANO   \n",
       "18       461.11            461.11            None  CLARETIANO   \n",
       "19       461.11            461.11            None  CLARETIANO   \n",
       "20       482.22            482.22            None  CLARETIANO   \n",
       "21       461.11            461.11            None  CLARETIANO   \n",
       "22       461.11            461.11            None  CLARETIANO   \n",
       "23       461.11            461.11            None  CLARETIANO   \n",
       "24       461.11            461.11            None  CLARETIANO   \n",
       "25       461.11            461.11            None  CLARETIANO   \n",
       "26       461.11            461.11            None  CLARETIANO   \n",
       "27       461.11            461.11            None  CLARETIANO   \n",
       "28       277.78            277.78            None  CLARETIANO   \n",
       "29       277.78            277.78            None  CLARETIANO   \n",
       "...         ...               ...             ...         ...   \n",
       "701711    261.0             261.0            None      UNIBTA   \n",
       "701712    261.0             261.0            None      UNIBTA   \n",
       "701713    261.0             261.0            None      UNIBTA   \n",
       "701714    303.0             303.0            None      UNIBTA   \n",
       "701715    303.0             303.0            None      UNIBTA   \n",
       "701716    303.0             303.0            None      UNIBTA   \n",
       "701717    303.0             303.0            None      UNIBTA   \n",
       "701718    271.0             271.0            None      UNIBTA   \n",
       "701719    159.0             159.0            None      UNIBTA   \n",
       "701720    261.0             261.0            None      UNIBTA   \n",
       "701721    261.0             261.0            None      UNIBTA   \n",
       "701722    261.0             261.0            None      UNIBTA   \n",
       "701723    261.0             261.0            None      UNIBTA   \n",
       "701724    261.0             261.0            None      UNIBTA   \n",
       "701725    261.0             261.0            None      UNIBTA   \n",
       "701726    303.0             303.0            None      UNIBTA   \n",
       "701727    303.0             303.0            None      UNIBTA   \n",
       "701728    303.0             303.0            None      UNIBTA   \n",
       "701729    303.0             303.0            None      UNIBTA   \n",
       "701730    303.0             303.0            None      UNIBTA   \n",
       "701731    271.0             271.0            None      UNIBTA   \n",
       "701732    159.0             159.0            None      UNIBTA   \n",
       "701733    261.0             261.0            None      UNIBTA   \n",
       "701734    261.0             261.0            None      UNIBTA   \n",
       "701735    261.0             261.0            None      UNIBTA   \n",
       "701736    261.0             261.0            None      UNIBTA   \n",
       "701737    261.0             261.0            None      UNIBTA   \n",
       "701738    303.0             303.0            None      UNIBTA   \n",
       "701739    303.0             303.0            None      UNIBTA   \n",
       "701740    303.0             303.0            None      UNIBTA   \n",
       "\n",
       "       PARA_Plano_Pagto                                          chave_cuf  \\\n",
       "0                    NI          CLARETIANOCLARETIANOSalvador  BASalvador    \n",
       "1                    NI  CLARETIANOCLARETIANOSanta Cruz do Sul  RSSanta...   \n",
       "2                    NI          CLARETIANOCLARETIANOSantarem  PASantarem    \n",
       "3                    NI    CLARETIANOCLARETIANOSanto André  SPSanto André    \n",
       "4                    NI              CLARETIANOCLARETIANOSantos  SPSantos    \n",
       "5                    NI      CLARETIANOCLARETIANOSão Carlos  SPSão Carlos    \n",
       "6                    NI  CLARETIANOCLARETIANOSão Francisco do Guaporé  ...   \n",
       "7                    NI  CLARETIANOCLARETIANOSão José do Rio Preto  SPS...   \n",
       "8                    NI  CLARETIANOCLARETIANOSão José dos Campos  SPSão...   \n",
       "9                    NI          CLARETIANOCLARETIANOSão Luís  MASão Luís    \n",
       "10                   NI  CLARETIANOCLARETIANOSão Miguel do Guaporé  ROS...   \n",
       "11                   NI  CLARETIANOCLARETIANOSão Miguel Paulista  SPSão...   \n",
       "12                   NI        CLARETIANOCLARETIANOSão Paulo  SPSão Paulo    \n",
       "13                   NI        CLARETIANOCLARETIANOSão Paulo  SPSão Paulo    \n",
       "14                   NI  CLARETIANOCLARETIANOSerra Talhada  PESerra Tal...   \n",
       "15                   NI                CLARETIANOCLARETIANOSinop  MTSinop    \n",
       "16                   NI              CLARETIANOCLARETIANOSobral  CESobral    \n",
       "17                   NI          CLARETIANOCLARETIANOSorocaba  SPSorocaba    \n",
       "18                   NI        CLARETIANOCLARETIANOTabatinga  AMTabatinga    \n",
       "19                   NI      CLARETIANOCLARETIANOTaguatinga  DFTaguatinga    \n",
       "20                   NI      CLARETIANOCLARETIANOTaguatinga  DFTaguatinga    \n",
       "21                   NI          CLARETIANOCLARETIANOTeresina  PITeresina    \n",
       "22                   NI            CLARETIANOCLARETIANOUberaba  MGUberaba    \n",
       "23                   NI      CLARETIANOCLARETIANOUberlândia  MGUberlândia    \n",
       "24                   NI            CLARETIANOCLARETIANOVilhena  ROVilhena    \n",
       "25                   NI            CLARETIANOCLARETIANOVitória  ESVitória    \n",
       "26                   NI  CLARETIANOCLARETIANOVitória da Conquista  BAVi...   \n",
       "27                   NI  CLARETIANOCLARETIANOVolta Redonda  RJVolta Red...   \n",
       "28                   NI          CLARETIANOCLARETIANOAnápolis  GOAnápolis    \n",
       "29                   NI            CLARETIANOCLARETIANOAracaju  SEAracaju    \n",
       "...                 ...                                                ...   \n",
       "701711               NI  UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...   \n",
       "701712               NI  UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...   \n",
       "701713               NI  UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...   \n",
       "701714               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701715               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701716               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701717               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701718               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701719               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701720               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701721               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701722               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701723               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701724               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701725               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701726               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701727               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701728               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701729               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701730               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701731               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701732               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701733               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701734               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701735               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701736               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701737               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701738               NI           UNIBTAUNIBTAUbatãCEPolo Caetité - Centro   \n",
       "701739               NI           UNIBTAUNIBTAUbatãCEPolo Caetité - Centro   \n",
       "701740               NI           UNIBTAUNIBTAUbatãCEPolo Caetité - Centro   \n",
       "\n",
       "        CIDADE_PARA  NOME_LOCAL_PARA  GRUPO_DF  MARCA_PARA  \n",
       "0                NI               NI        NI         NaN  \n",
       "1                NI               NI        NI         NaN  \n",
       "2                NI               NI        NI         NaN  \n",
       "3                NI               NI        NI         NaN  \n",
       "4                NI               NI        NI         NaN  \n",
       "5                NI               NI        NI         NaN  \n",
       "6                NI               NI        NI         NaN  \n",
       "7                NI               NI        NI         NaN  \n",
       "8                NI               NI        NI         NaN  \n",
       "9                NI               NI        NI         NaN  \n",
       "10               NI               NI        NI         NaN  \n",
       "11               NI               NI        NI         NaN  \n",
       "12               NI               NI        NI         NaN  \n",
       "13               NI               NI        NI         NaN  \n",
       "14               NI               NI        NI         NaN  \n",
       "15               NI               NI        NI         NaN  \n",
       "16               NI               NI        NI         NaN  \n",
       "17               NI               NI        NI         NaN  \n",
       "18               NI               NI        NI         NaN  \n",
       "19               NI               NI        NI         NaN  \n",
       "20               NI               NI        NI         NaN  \n",
       "21               NI               NI        NI         NaN  \n",
       "22               NI               NI        NI         NaN  \n",
       "23               NI               NI        NI         NaN  \n",
       "24               NI               NI        NI         NaN  \n",
       "25               NI               NI        NI         NaN  \n",
       "26               NI               NI        NI         NaN  \n",
       "27               NI               NI        NI         NaN  \n",
       "28               NI               NI        NI         NaN  \n",
       "29               NI               NI        NI         NaN  \n",
       "...             ...              ...       ...         ...  \n",
       "701711           NI               NI        NI         NaN  \n",
       "701712           NI               NI        NI         NaN  \n",
       "701713           NI               NI        NI         NaN  \n",
       "701714           NI               NI        NI         NaN  \n",
       "701715           NI               NI        NI         NaN  \n",
       "701716           NI               NI        NI         NaN  \n",
       "701717           NI               NI        NI         NaN  \n",
       "701718           NI               NI        NI         NaN  \n",
       "701719           NI               NI        NI         NaN  \n",
       "701720           NI               NI        NI         NaN  \n",
       "701721           NI               NI        NI         NaN  \n",
       "701722           NI               NI        NI         NaN  \n",
       "701723           NI               NI        NI         NaN  \n",
       "701724           NI               NI        NI         NaN  \n",
       "701725           NI               NI        NI         NaN  \n",
       "701726           NI               NI        NI         NaN  \n",
       "701727           NI               NI        NI         NaN  \n",
       "701728           NI               NI        NI         NaN  \n",
       "701729           NI               NI        NI         NaN  \n",
       "701730           NI               NI        NI         NaN  \n",
       "701731           NI               NI        NI         NaN  \n",
       "701732           NI               NI        NI         NaN  \n",
       "701733           NI               NI        NI         NaN  \n",
       "701734           NI               NI        NI         NaN  \n",
       "701735           NI               NI        NI         NaN  \n",
       "701736           NI               NI        NI         NaN  \n",
       "701737           NI               NI        NI         NaN  \n",
       "701738           NI               NI        NI         NaN  \n",
       "701739           NI               NI        NI         NaN  \n",
       "701740           NI               NI        NI         NaN  \n",
       "\n",
       "[701741 rows x 56 columns]"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rft[\"GRUPO_PARA\"].fillna(\"NI\", inplace = True) \n",
    "rft.rename(index=str, columns={\"GRUPO_PARA\": \"GRUPO_DF\"})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID</th>\n",
       "      <th>DT_DATE</th>\n",
       "      <th>DS_IES_SIGLE</th>\n",
       "      <th>DS_COURSE_ID</th>\n",
       "      <th>DS_COUSER_NAME</th>\n",
       "      <th>DS_COURSE_MODALITY</th>\n",
       "      <th>DS_COURSE_DEGREE</th>\n",
       "      <th>DS_STATE_ID</th>\n",
       "      <th>DS_STATE_NAME</th>\n",
       "      <th>DS_CITY_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>PRECO_DF</th>\n",
       "      <th>PRECO_DESCONTO_DF</th>\n",
       "      <th>QTD_CREDITOS_DF</th>\n",
       "      <th>chave_pgto</th>\n",
       "      <th>PARA_Plano_Pagto</th>\n",
       "      <th>chave_cuf</th>\n",
       "      <th>CIDADE_PARA</th>\n",
       "      <th>NOME_LOCAL_PARA</th>\n",
       "      <th>GRUPO_PARA</th>\n",
       "      <th>MARCA_PARA_DF</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>19488453</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>BA</td>\n",
       "      <td>BA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSalvador  BASalvador</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>19488454</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RS</td>\n",
       "      <td>RS</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSanta Cruz do Sul  RSSanta...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>19488455</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PA</td>\n",
       "      <td>PA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSantarem  PASantarem</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>19488456</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSanto André  SPSanto André</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>19488457</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSantos  SPSantos</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>19488458</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Carlos  SPSão Carlos</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>19488459</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RO</td>\n",
       "      <td>RO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Francisco do Guaporé  ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>19488460</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão José do Rio Preto  SPS...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>19488461</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão José dos Campos  SPSão...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>19488462</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MA</td>\n",
       "      <td>MA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Luís  MASão Luís</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>19488463</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RO</td>\n",
       "      <td>RO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Miguel do Guaporé  ROS...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>19488464</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Miguel Paulista  SPSão...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>19488465</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Paulo  SPSão Paulo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>19488466</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>Presencial</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>482.22</td>\n",
       "      <td>482.22</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Paulo  SPSão Paulo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>19488467</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PE</td>\n",
       "      <td>PE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSerra Talhada  PESerra Tal...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>19488468</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MT</td>\n",
       "      <td>MT</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSinop  MTSinop</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>19488469</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>CE</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSobral  CESobral</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>19488470</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSorocaba  SPSorocaba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>19488471</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>AM</td>\n",
       "      <td>AM</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTabatinga  AMTabatinga</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>19488472</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>DF</td>\n",
       "      <td>DF</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTaguatinga  DFTaguatinga</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>19488473</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>Presencial</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>DF</td>\n",
       "      <td>DF</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>482.22</td>\n",
       "      <td>482.22</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTaguatinga  DFTaguatinga</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>19488474</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PI</td>\n",
       "      <td>PI</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTeresina  PITeresina</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>19488475</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MG</td>\n",
       "      <td>MG</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOUberaba  MGUberaba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>19488476</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MG</td>\n",
       "      <td>MG</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOUberlândia  MGUberlândia</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>19488477</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RO</td>\n",
       "      <td>RO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVilhena  ROVilhena</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>19488478</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>ES</td>\n",
       "      <td>ES</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVitória  ESVitória</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>19488479</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>BA</td>\n",
       "      <td>BA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVitória da Conquista  BAVi...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>19488480</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RJ</td>\n",
       "      <td>RJ</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVolta Redonda  RJVolta Red...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>19488481</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>26</td>\n",
       "      <td>Gestão Ambiental</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>GO</td>\n",
       "      <td>GO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>277.78</td>\n",
       "      <td>277.78</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOAnápolis  GOAnápolis</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>19488482</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>26</td>\n",
       "      <td>Gestão Ambiental</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SE</td>\n",
       "      <td>SE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>277.78</td>\n",
       "      <td>277.78</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOAracaju  SEAracaju</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701711</th>\n",
       "      <td>19943850</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Marketing Digital</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701712</th>\n",
       "      <td>19943851</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Segurança Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701713</th>\n",
       "      <td>19943852</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Sistemas para Internet</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701714</th>\n",
       "      <td>19943853</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Administração</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701715</th>\n",
       "      <td>19943854</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Ciências Contábeis</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701716</th>\n",
       "      <td>19943855</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Educação Física</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701717</th>\n",
       "      <td>19943856</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Letras - Português e Inglês</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701718</th>\n",
       "      <td>19943857</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Pedagogia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>271.0</td>\n",
       "      <td>271.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701719</th>\n",
       "      <td>19943858</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Comercial</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>159.0</td>\n",
       "      <td>159.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701720</th>\n",
       "      <td>19943859</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão de Recursos Humanos</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701721</th>\n",
       "      <td>19943860</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Financeira</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701722</th>\n",
       "      <td>19943861</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701723</th>\n",
       "      <td>19943862</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Marketing Digital</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701724</th>\n",
       "      <td>19943863</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Segurança Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701725</th>\n",
       "      <td>19943864</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Sistemas para Internet</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701726</th>\n",
       "      <td>19943865</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Administração</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701727</th>\n",
       "      <td>19943866</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Ciências Contábeis</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701728</th>\n",
       "      <td>19943867</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Educação Física</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701729</th>\n",
       "      <td>19943868</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Letras - Português e Inglês</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701730</th>\n",
       "      <td>19943869</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Pedagogia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701731</th>\n",
       "      <td>19943870</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Comercial</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>271.0</td>\n",
       "      <td>271.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701732</th>\n",
       "      <td>19943871</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão de Recursos Humanos</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>159.0</td>\n",
       "      <td>159.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701733</th>\n",
       "      <td>19943872</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Financeira</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701734</th>\n",
       "      <td>19943873</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701735</th>\n",
       "      <td>19943874</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Marketing Digital</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701736</th>\n",
       "      <td>19943875</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Segurança Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701737</th>\n",
       "      <td>19943876</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Sistemas para Internet</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701738</th>\n",
       "      <td>19943877</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Administração</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Caetité - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701739</th>\n",
       "      <td>19943878</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Ciências Contábeis</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Caetité - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701740</th>\n",
       "      <td>19943879</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Educação Física</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>303.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>None</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Caetité - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>701741 rows × 56 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              ID    DT_DATE DS_IES_SIGLE DS_COURSE_ID  \\\n",
       "0       19488453 2019-02-01   CLARETIANO          141   \n",
       "1       19488454 2019-02-01   CLARETIANO          141   \n",
       "2       19488455 2019-02-01   CLARETIANO          141   \n",
       "3       19488456 2019-02-01   CLARETIANO          141   \n",
       "4       19488457 2019-02-01   CLARETIANO          141   \n",
       "5       19488458 2019-02-01   CLARETIANO          141   \n",
       "6       19488459 2019-02-01   CLARETIANO          141   \n",
       "7       19488460 2019-02-01   CLARETIANO          141   \n",
       "8       19488461 2019-02-01   CLARETIANO          141   \n",
       "9       19488462 2019-02-01   CLARETIANO          141   \n",
       "10      19488463 2019-02-01   CLARETIANO          141   \n",
       "11      19488464 2019-02-01   CLARETIANO          141   \n",
       "12      19488465 2019-02-01   CLARETIANO          141   \n",
       "13      19488466 2019-02-01   CLARETIANO          141   \n",
       "14      19488467 2019-02-01   CLARETIANO          141   \n",
       "15      19488468 2019-02-01   CLARETIANO          141   \n",
       "16      19488469 2019-02-01   CLARETIANO          141   \n",
       "17      19488470 2019-02-01   CLARETIANO          141   \n",
       "18      19488471 2019-02-01   CLARETIANO          141   \n",
       "19      19488472 2019-02-01   CLARETIANO          141   \n",
       "20      19488473 2019-02-01   CLARETIANO          141   \n",
       "21      19488474 2019-02-01   CLARETIANO          141   \n",
       "22      19488475 2019-02-01   CLARETIANO          141   \n",
       "23      19488476 2019-02-01   CLARETIANO          141   \n",
       "24      19488477 2019-02-01   CLARETIANO          141   \n",
       "25      19488478 2019-02-01   CLARETIANO          141   \n",
       "26      19488479 2019-02-01   CLARETIANO          141   \n",
       "27      19488480 2019-02-01   CLARETIANO          141   \n",
       "28      19488481 2019-02-01   CLARETIANO           26   \n",
       "29      19488482 2019-02-01   CLARETIANO           26   \n",
       "...          ...        ...          ...          ...   \n",
       "701711  19943850 2019-02-04       UNIBTA         None   \n",
       "701712  19943851 2019-02-04       UNIBTA         None   \n",
       "701713  19943852 2019-02-04       UNIBTA         None   \n",
       "701714  19943853 2019-02-04       UNIBTA         None   \n",
       "701715  19943854 2019-02-04       UNIBTA         None   \n",
       "701716  19943855 2019-02-04       UNIBTA         None   \n",
       "701717  19943856 2019-02-04       UNIBTA         None   \n",
       "701718  19943857 2019-02-04       UNIBTA         None   \n",
       "701719  19943858 2019-02-04       UNIBTA         None   \n",
       "701720  19943859 2019-02-04       UNIBTA         None   \n",
       "701721  19943860 2019-02-04       UNIBTA         None   \n",
       "701722  19943861 2019-02-04       UNIBTA         None   \n",
       "701723  19943862 2019-02-04       UNIBTA         None   \n",
       "701724  19943863 2019-02-04       UNIBTA         None   \n",
       "701725  19943864 2019-02-04       UNIBTA         None   \n",
       "701726  19943865 2019-02-04       UNIBTA         None   \n",
       "701727  19943866 2019-02-04       UNIBTA         None   \n",
       "701728  19943867 2019-02-04       UNIBTA         None   \n",
       "701729  19943868 2019-02-04       UNIBTA         None   \n",
       "701730  19943869 2019-02-04       UNIBTA         None   \n",
       "701731  19943870 2019-02-04       UNIBTA         None   \n",
       "701732  19943871 2019-02-04       UNIBTA         None   \n",
       "701733  19943872 2019-02-04       UNIBTA         None   \n",
       "701734  19943873 2019-02-04       UNIBTA         None   \n",
       "701735  19943874 2019-02-04       UNIBTA         None   \n",
       "701736  19943875 2019-02-04       UNIBTA         None   \n",
       "701737  19943876 2019-02-04       UNIBTA         None   \n",
       "701738  19943877 2019-02-04       UNIBTA         None   \n",
       "701739  19943878 2019-02-04       UNIBTA         None   \n",
       "701740  19943879 2019-02-04       UNIBTA         None   \n",
       "\n",
       "                                 DS_COUSER_NAME DS_COURSE_MODALITY  \\\n",
       "0                                   Gastronomia                EAD   \n",
       "1                                   Gastronomia                EAD   \n",
       "2                                   Gastronomia                EAD   \n",
       "3                                   Gastronomia                EAD   \n",
       "4                                   Gastronomia                EAD   \n",
       "5                                   Gastronomia                EAD   \n",
       "6                                   Gastronomia                EAD   \n",
       "7                                   Gastronomia                EAD   \n",
       "8                                   Gastronomia                EAD   \n",
       "9                                   Gastronomia                EAD   \n",
       "10                                  Gastronomia                EAD   \n",
       "11                                  Gastronomia                EAD   \n",
       "12                                  Gastronomia                EAD   \n",
       "13                                  Gastronomia         Presencial   \n",
       "14                                  Gastronomia                EAD   \n",
       "15                                  Gastronomia                EAD   \n",
       "16                                  Gastronomia                EAD   \n",
       "17                                  Gastronomia                EAD   \n",
       "18                                  Gastronomia                EAD   \n",
       "19                                  Gastronomia                EAD   \n",
       "20                                  Gastronomia         Presencial   \n",
       "21                                  Gastronomia                EAD   \n",
       "22                                  Gastronomia                EAD   \n",
       "23                                  Gastronomia                EAD   \n",
       "24                                  Gastronomia                EAD   \n",
       "25                                  Gastronomia                EAD   \n",
       "26                                  Gastronomia                EAD   \n",
       "27                                  Gastronomia                EAD   \n",
       "28                            Gestão Ambiental                 EAD   \n",
       "29                            Gestão Ambiental                 EAD   \n",
       "...                                         ...                ...   \n",
       "701711           Tecnólogo em Marketing Digital                EAD   \n",
       "701712           Tecnólogo em Segurança Pública                EAD   \n",
       "701713      Tecnólogo em Sistemas para Internet                EAD   \n",
       "701714                            Administração                EAD   \n",
       "701715                       Ciências Contábeis                EAD   \n",
       "701716                          Educação Física                EAD   \n",
       "701717              Letras - Português e Inglês                EAD   \n",
       "701718                                Pedagogia                EAD   \n",
       "701719            Tecnólogo em Gestão Comercial                EAD   \n",
       "701720  Tecnólogo em Gestão de Recursos Humanos                EAD   \n",
       "701721           Tecnólogo em Gestão Financeira                EAD   \n",
       "701722              Tecnólogo em Gestão Pública                EAD   \n",
       "701723           Tecnólogo em Marketing Digital                EAD   \n",
       "701724           Tecnólogo em Segurança Pública                EAD   \n",
       "701725      Tecnólogo em Sistemas para Internet                EAD   \n",
       "701726                            Administração                EAD   \n",
       "701727                       Ciências Contábeis                EAD   \n",
       "701728                          Educação Física                EAD   \n",
       "701729              Letras - Português e Inglês                EAD   \n",
       "701730                                Pedagogia                EAD   \n",
       "701731            Tecnólogo em Gestão Comercial                EAD   \n",
       "701732  Tecnólogo em Gestão de Recursos Humanos                EAD   \n",
       "701733           Tecnólogo em Gestão Financeira                EAD   \n",
       "701734              Tecnólogo em Gestão Pública                EAD   \n",
       "701735           Tecnólogo em Marketing Digital                EAD   \n",
       "701736           Tecnólogo em Segurança Pública                EAD   \n",
       "701737      Tecnólogo em Sistemas para Internet                EAD   \n",
       "701738                            Administração                EAD   \n",
       "701739                       Ciências Contábeis                EAD   \n",
       "701740                          Educação Física                EAD   \n",
       "\n",
       "       DS_COURSE_DEGREE DS_STATE_ID DS_STATE_NAME DS_CITY_ID      ...        \\\n",
       "0             Tecnólogo          BA            BA       None      ...         \n",
       "1             Tecnólogo          RS            RS       None      ...         \n",
       "2             Tecnólogo          PA            PA       None      ...         \n",
       "3             Tecnólogo          SP            SP       None      ...         \n",
       "4             Tecnólogo          SP            SP       None      ...         \n",
       "5             Tecnólogo          SP            SP       None      ...         \n",
       "6             Tecnólogo          RO            RO       None      ...         \n",
       "7             Tecnólogo          SP            SP       None      ...         \n",
       "8             Tecnólogo          SP            SP       None      ...         \n",
       "9             Tecnólogo          MA            MA       None      ...         \n",
       "10            Tecnólogo          RO            RO       None      ...         \n",
       "11            Tecnólogo          SP            SP       None      ...         \n",
       "12            Tecnólogo          SP            SP       None      ...         \n",
       "13            Tecnólogo          SP            SP       None      ...         \n",
       "14            Tecnólogo          PE            PE       None      ...         \n",
       "15            Tecnólogo          MT            MT       None      ...         \n",
       "16            Tecnólogo          CE            CE       None      ...         \n",
       "17            Tecnólogo          SP            SP       None      ...         \n",
       "18            Tecnólogo          AM            AM       None      ...         \n",
       "19            Tecnólogo          DF            DF       None      ...         \n",
       "20            Tecnólogo          DF            DF       None      ...         \n",
       "21            Tecnólogo          PI            PI       None      ...         \n",
       "22            Tecnólogo          MG            MG       None      ...         \n",
       "23            Tecnólogo          MG            MG       None      ...         \n",
       "24            Tecnólogo          RO            RO       None      ...         \n",
       "25            Tecnólogo          ES            ES       None      ...         \n",
       "26            Tecnólogo          BA            BA       None      ...         \n",
       "27            Tecnólogo          RJ            RJ       None      ...         \n",
       "28            Tecnólogo          GO            GO       None      ...         \n",
       "29            Tecnólogo          SE            SE       None      ...         \n",
       "...                 ...         ...           ...        ...      ...         \n",
       "701711             None        None            CE       None      ...         \n",
       "701712             None        None            CE       None      ...         \n",
       "701713             None        None            CE       None      ...         \n",
       "701714             None        None            CE       None      ...         \n",
       "701715             None        None            CE       None      ...         \n",
       "701716             None        None            CE       None      ...         \n",
       "701717             None        None            CE       None      ...         \n",
       "701718             None        None            CE       None      ...         \n",
       "701719             None        None            CE       None      ...         \n",
       "701720             None        None            CE       None      ...         \n",
       "701721             None        None            CE       None      ...         \n",
       "701722             None        None            CE       None      ...         \n",
       "701723             None        None            CE       None      ...         \n",
       "701724             None        None            CE       None      ...         \n",
       "701725             None        None            CE       None      ...         \n",
       "701726             None        None            CE       None      ...         \n",
       "701727             None        None            CE       None      ...         \n",
       "701728             None        None            CE       None      ...         \n",
       "701729             None        None            CE       None      ...         \n",
       "701730             None        None            CE       None      ...         \n",
       "701731             None        None            CE       None      ...         \n",
       "701732             None        None            CE       None      ...         \n",
       "701733             None        None            CE       None      ...         \n",
       "701734             None        None            CE       None      ...         \n",
       "701735             None        None            CE       None      ...         \n",
       "701736             None        None            CE       None      ...         \n",
       "701737             None        None            CE       None      ...         \n",
       "701738             None        None            CE       None      ...         \n",
       "701739             None        None            CE       None      ...         \n",
       "701740             None        None            CE       None      ...         \n",
       "\n",
       "       PRECO_DF PRECO_DESCONTO_DF QTD_CREDITOS_DF  chave_pgto  \\\n",
       "0        461.11            461.11            None  CLARETIANO   \n",
       "1        461.11            461.11            None  CLARETIANO   \n",
       "2        461.11            461.11            None  CLARETIANO   \n",
       "3        461.11            461.11            None  CLARETIANO   \n",
       "4        461.11            461.11            None  CLARETIANO   \n",
       "5        461.11            461.11            None  CLARETIANO   \n",
       "6        461.11            461.11            None  CLARETIANO   \n",
       "7        461.11            461.11            None  CLARETIANO   \n",
       "8        461.11            461.11            None  CLARETIANO   \n",
       "9        461.11            461.11            None  CLARETIANO   \n",
       "10       461.11            461.11            None  CLARETIANO   \n",
       "11       461.11            461.11            None  CLARETIANO   \n",
       "12       461.11            461.11            None  CLARETIANO   \n",
       "13       482.22            482.22            None  CLARETIANO   \n",
       "14       461.11            461.11            None  CLARETIANO   \n",
       "15       461.11            461.11            None  CLARETIANO   \n",
       "16       461.11            461.11            None  CLARETIANO   \n",
       "17       461.11            461.11            None  CLARETIANO   \n",
       "18       461.11            461.11            None  CLARETIANO   \n",
       "19       461.11            461.11            None  CLARETIANO   \n",
       "20       482.22            482.22            None  CLARETIANO   \n",
       "21       461.11            461.11            None  CLARETIANO   \n",
       "22       461.11            461.11            None  CLARETIANO   \n",
       "23       461.11            461.11            None  CLARETIANO   \n",
       "24       461.11            461.11            None  CLARETIANO   \n",
       "25       461.11            461.11            None  CLARETIANO   \n",
       "26       461.11            461.11            None  CLARETIANO   \n",
       "27       461.11            461.11            None  CLARETIANO   \n",
       "28       277.78            277.78            None  CLARETIANO   \n",
       "29       277.78            277.78            None  CLARETIANO   \n",
       "...         ...               ...             ...         ...   \n",
       "701711    261.0             261.0            None      UNIBTA   \n",
       "701712    261.0             261.0            None      UNIBTA   \n",
       "701713    261.0             261.0            None      UNIBTA   \n",
       "701714    303.0             303.0            None      UNIBTA   \n",
       "701715    303.0             303.0            None      UNIBTA   \n",
       "701716    303.0             303.0            None      UNIBTA   \n",
       "701717    303.0             303.0            None      UNIBTA   \n",
       "701718    271.0             271.0            None      UNIBTA   \n",
       "701719    159.0             159.0            None      UNIBTA   \n",
       "701720    261.0             261.0            None      UNIBTA   \n",
       "701721    261.0             261.0            None      UNIBTA   \n",
       "701722    261.0             261.0            None      UNIBTA   \n",
       "701723    261.0             261.0            None      UNIBTA   \n",
       "701724    261.0             261.0            None      UNIBTA   \n",
       "701725    261.0             261.0            None      UNIBTA   \n",
       "701726    303.0             303.0            None      UNIBTA   \n",
       "701727    303.0             303.0            None      UNIBTA   \n",
       "701728    303.0             303.0            None      UNIBTA   \n",
       "701729    303.0             303.0            None      UNIBTA   \n",
       "701730    303.0             303.0            None      UNIBTA   \n",
       "701731    271.0             271.0            None      UNIBTA   \n",
       "701732    159.0             159.0            None      UNIBTA   \n",
       "701733    261.0             261.0            None      UNIBTA   \n",
       "701734    261.0             261.0            None      UNIBTA   \n",
       "701735    261.0             261.0            None      UNIBTA   \n",
       "701736    261.0             261.0            None      UNIBTA   \n",
       "701737    261.0             261.0            None      UNIBTA   \n",
       "701738    303.0             303.0            None      UNIBTA   \n",
       "701739    303.0             303.0            None      UNIBTA   \n",
       "701740    303.0             303.0            None      UNIBTA   \n",
       "\n",
       "       PARA_Plano_Pagto                                          chave_cuf  \\\n",
       "0                    NI          CLARETIANOCLARETIANOSalvador  BASalvador    \n",
       "1                    NI  CLARETIANOCLARETIANOSanta Cruz do Sul  RSSanta...   \n",
       "2                    NI          CLARETIANOCLARETIANOSantarem  PASantarem    \n",
       "3                    NI    CLARETIANOCLARETIANOSanto André  SPSanto André    \n",
       "4                    NI              CLARETIANOCLARETIANOSantos  SPSantos    \n",
       "5                    NI      CLARETIANOCLARETIANOSão Carlos  SPSão Carlos    \n",
       "6                    NI  CLARETIANOCLARETIANOSão Francisco do Guaporé  ...   \n",
       "7                    NI  CLARETIANOCLARETIANOSão José do Rio Preto  SPS...   \n",
       "8                    NI  CLARETIANOCLARETIANOSão José dos Campos  SPSão...   \n",
       "9                    NI          CLARETIANOCLARETIANOSão Luís  MASão Luís    \n",
       "10                   NI  CLARETIANOCLARETIANOSão Miguel do Guaporé  ROS...   \n",
       "11                   NI  CLARETIANOCLARETIANOSão Miguel Paulista  SPSão...   \n",
       "12                   NI        CLARETIANOCLARETIANOSão Paulo  SPSão Paulo    \n",
       "13                   NI        CLARETIANOCLARETIANOSão Paulo  SPSão Paulo    \n",
       "14                   NI  CLARETIANOCLARETIANOSerra Talhada  PESerra Tal...   \n",
       "15                   NI                CLARETIANOCLARETIANOSinop  MTSinop    \n",
       "16                   NI              CLARETIANOCLARETIANOSobral  CESobral    \n",
       "17                   NI          CLARETIANOCLARETIANOSorocaba  SPSorocaba    \n",
       "18                   NI        CLARETIANOCLARETIANOTabatinga  AMTabatinga    \n",
       "19                   NI      CLARETIANOCLARETIANOTaguatinga  DFTaguatinga    \n",
       "20                   NI      CLARETIANOCLARETIANOTaguatinga  DFTaguatinga    \n",
       "21                   NI          CLARETIANOCLARETIANOTeresina  PITeresina    \n",
       "22                   NI            CLARETIANOCLARETIANOUberaba  MGUberaba    \n",
       "23                   NI      CLARETIANOCLARETIANOUberlândia  MGUberlândia    \n",
       "24                   NI            CLARETIANOCLARETIANOVilhena  ROVilhena    \n",
       "25                   NI            CLARETIANOCLARETIANOVitória  ESVitória    \n",
       "26                   NI  CLARETIANOCLARETIANOVitória da Conquista  BAVi...   \n",
       "27                   NI  CLARETIANOCLARETIANOVolta Redonda  RJVolta Red...   \n",
       "28                   NI          CLARETIANOCLARETIANOAnápolis  GOAnápolis    \n",
       "29                   NI            CLARETIANOCLARETIANOAracaju  SEAracaju    \n",
       "...                 ...                                                ...   \n",
       "701711               NI  UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...   \n",
       "701712               NI  UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...   \n",
       "701713               NI  UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...   \n",
       "701714               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701715               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701716               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701717               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701718               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701719               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701720               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701721               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701722               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701723               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701724               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701725               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "701726               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701727               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701728               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701729               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701730               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701731               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701732               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701733               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701734               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701735               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701736               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701737               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "701738               NI           UNIBTAUNIBTAUbatãCEPolo Caetité - Centro   \n",
       "701739               NI           UNIBTAUNIBTAUbatãCEPolo Caetité - Centro   \n",
       "701740               NI           UNIBTAUNIBTAUbatãCEPolo Caetité - Centro   \n",
       "\n",
       "        CIDADE_PARA  NOME_LOCAL_PARA  GRUPO_PARA  MARCA_PARA_DF  \n",
       "0                NI               NI          NI             NI  \n",
       "1                NI               NI          NI             NI  \n",
       "2                NI               NI          NI             NI  \n",
       "3                NI               NI          NI             NI  \n",
       "4                NI               NI          NI             NI  \n",
       "5                NI               NI          NI             NI  \n",
       "6                NI               NI          NI             NI  \n",
       "7                NI               NI          NI             NI  \n",
       "8                NI               NI          NI             NI  \n",
       "9                NI               NI          NI             NI  \n",
       "10               NI               NI          NI             NI  \n",
       "11               NI               NI          NI             NI  \n",
       "12               NI               NI          NI             NI  \n",
       "13               NI               NI          NI             NI  \n",
       "14               NI               NI          NI             NI  \n",
       "15               NI               NI          NI             NI  \n",
       "16               NI               NI          NI             NI  \n",
       "17               NI               NI          NI             NI  \n",
       "18               NI               NI          NI             NI  \n",
       "19               NI               NI          NI             NI  \n",
       "20               NI               NI          NI             NI  \n",
       "21               NI               NI          NI             NI  \n",
       "22               NI               NI          NI             NI  \n",
       "23               NI               NI          NI             NI  \n",
       "24               NI               NI          NI             NI  \n",
       "25               NI               NI          NI             NI  \n",
       "26               NI               NI          NI             NI  \n",
       "27               NI               NI          NI             NI  \n",
       "28               NI               NI          NI             NI  \n",
       "29               NI               NI          NI             NI  \n",
       "...             ...              ...         ...            ...  \n",
       "701711           NI               NI          NI             NI  \n",
       "701712           NI               NI          NI             NI  \n",
       "701713           NI               NI          NI             NI  \n",
       "701714           NI               NI          NI             NI  \n",
       "701715           NI               NI          NI             NI  \n",
       "701716           NI               NI          NI             NI  \n",
       "701717           NI               NI          NI             NI  \n",
       "701718           NI               NI          NI             NI  \n",
       "701719           NI               NI          NI             NI  \n",
       "701720           NI               NI          NI             NI  \n",
       "701721           NI               NI          NI             NI  \n",
       "701722           NI               NI          NI             NI  \n",
       "701723           NI               NI          NI             NI  \n",
       "701724           NI               NI          NI             NI  \n",
       "701725           NI               NI          NI             NI  \n",
       "701726           NI               NI          NI             NI  \n",
       "701727           NI               NI          NI             NI  \n",
       "701728           NI               NI          NI             NI  \n",
       "701729           NI               NI          NI             NI  \n",
       "701730           NI               NI          NI             NI  \n",
       "701731           NI               NI          NI             NI  \n",
       "701732           NI               NI          NI             NI  \n",
       "701733           NI               NI          NI             NI  \n",
       "701734           NI               NI          NI             NI  \n",
       "701735           NI               NI          NI             NI  \n",
       "701736           NI               NI          NI             NI  \n",
       "701737           NI               NI          NI             NI  \n",
       "701738           NI               NI          NI             NI  \n",
       "701739           NI               NI          NI             NI  \n",
       "701740           NI               NI          NI             NI  \n",
       "\n",
       "[701741 rows x 56 columns]"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rft[\"MARCA_PARA\"].fillna(\"NI\", inplace = True) \n",
    "rft.rename(index=str, columns={\"MARCA_PARA\": \"MARCA_PARA_DF\"})"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Merge para geração da planilha sobre <b>'CURSO_GRAU'</b>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\Lucas Barros\\Anaconda3\\lib\\site-packages\\pandas\\io\\excel.py:329: FutureWarning: The `sheetname` keyword is deprecated, use `sheet_name` instead\n",
      "  **kwds)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CURSO_DE</th>\n",
       "      <th>GRAU_DE</th>\n",
       "      <th>CURSO_PARA</th>\n",
       "      <th>GRAU_PARA</th>\n",
       "      <th>ID_CURSO_PARA</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>ADMINISTRAÇÃO</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ADMINISTRACAO</td>\n",
       "      <td>BACHARELADO</td>\n",
       "      <td>001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>ADMINISTRAÇÃO (73488)</td>\n",
       "      <td>BACHARELADO</td>\n",
       "      <td>ADMINISTRACAO</td>\n",
       "      <td>BACHARELADO</td>\n",
       "      <td>001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>ADMINISTRAÇÃO (1292296)</td>\n",
       "      <td>BACHARELADO</td>\n",
       "      <td>ADMINISTRACAO</td>\n",
       "      <td>BACHARELADO</td>\n",
       "      <td>001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>ADMINISTRAÇÃO (1263584)</td>\n",
       "      <td>BACHARELADO</td>\n",
       "      <td>ADMINISTRACAO</td>\n",
       "      <td>BACHARELADO</td>\n",
       "      <td>001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>ADMINISTRAÇÃO (1263711)</td>\n",
       "      <td>BACHARELADO</td>\n",
       "      <td>ADMINISTRACAO</td>\n",
       "      <td>BACHARELADO</td>\n",
       "      <td>001</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  CURSO_DE      GRAU_DE     CURSO_PARA    GRAU_PARA  \\\n",
       "0            ADMINISTRAÇÃO          NaN  ADMINISTRACAO  BACHARELADO   \n",
       "1    ADMINISTRAÇÃO (73488)  BACHARELADO  ADMINISTRACAO  BACHARELADO   \n",
       "2  ADMINISTRAÇÃO (1292296)  BACHARELADO  ADMINISTRACAO  BACHARELADO   \n",
       "3  ADMINISTRAÇÃO (1263584)  BACHARELADO  ADMINISTRACAO  BACHARELADO   \n",
       "4  ADMINISTRAÇÃO (1263711)  BACHARELADO  ADMINISTRACAO  BACHARELADO   \n",
       "\n",
       "  ID_CURSO_PARA  \n",
       "0           001  \n",
       "1           001  \n",
       "2           001  \n",
       "3           001  \n",
       "4           001  "
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "curse = pd.read_excel('DePara_Robo_Preços_Novo.xlsx', sheetname='Curso_Grau')\n",
    "curse.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [],
   "source": [
    "curse['CURSO_DE'] = curse['CURSO_DE'].str.upper()\n",
    "curse['GRAU_DE'] = curse['GRAU_DE'].str.upper()\n",
    "curse['CURSO_PARA'] = curse['CURSO_PARA'].str.upper()\n",
    "curse['GRAU_PARA'] = curse['GRAU_PARA'].str.upper()\n",
    "curse['ID_CURSO_PARA'] = curse['ID_CURSO_PARA'].str.upper()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [],
   "source": [
    "curse['chave_curso'] = curse['CURSO_DE'].fillna('')+curse['GRAU_DE'].fillna('')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [],
   "source": [
    "#reordenar o dataframe\n",
    "curse=curse[['CURSO_DE','GRAU_DE','chave_curso','CURSO_PARA','GRAU_PARA','ID_CURSO_PARA']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    <tr style=\"text-align: right;\">\n",
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       "      <th>ID</th>\n",
       "      <th>DT_DATE</th>\n",
       "      <th>DS_IES_SIGLE</th>\n",
       "      <th>DS_COURSE_ID</th>\n",
       "      <th>DS_COUSER_NAME</th>\n",
       "      <th>DS_COURSE_MODALITY</th>\n",
       "      <th>DS_COURSE_DEGREE</th>\n",
       "      <th>DS_STATE_ID</th>\n",
       "      <th>DS_STATE_NAME</th>\n",
       "      <th>DS_CITY_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>PRECO_DF</th>\n",
       "      <th>PRECO_DESCONTO_DF</th>\n",
       "      <th>QTD_CREDITOS_DF</th>\n",
       "      <th>chave_pgto</th>\n",
       "      <th>PARA_Plano_Pagto</th>\n",
       "      <th>chave_cuf</th>\n",
       "      <th>CIDADE_PARA</th>\n",
       "      <th>NOME_LOCAL_PARA</th>\n",
       "      <th>GRUPO_PARA</th>\n",
       "      <th>MARCA_PARA</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>19488453</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
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       "      <td>Tecnólogo</td>\n",
       "      <td>BA</td>\n",
       "      <td>BA</td>\n",
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       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
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       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSalvador  BASalvador</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>19488454</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RS</td>\n",
       "      <td>RS</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
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       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSanta Cruz do Sul  RSSanta...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>19488455</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PA</td>\n",
       "      <td>PA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSantarem  PASantarem</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>19488456</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSanto André  SPSanto André</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>19488457</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>461.11</td>\n",
       "      <td>461.11</td>\n",
       "      <td>None</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSantos  SPSantos</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 56 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         ID    DT_DATE DS_IES_SIGLE DS_COURSE_ID DS_COUSER_NAME  \\\n",
       "0  19488453 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "1  19488454 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "2  19488455 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "3  19488456 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "4  19488457 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "\n",
       "  DS_COURSE_MODALITY DS_COURSE_DEGREE DS_STATE_ID DS_STATE_NAME DS_CITY_ID  \\\n",
       "0                EAD        Tecnólogo          BA            BA       None   \n",
       "1                EAD        Tecnólogo          RS            RS       None   \n",
       "2                EAD        Tecnólogo          PA            PA       None   \n",
       "3                EAD        Tecnólogo          SP            SP       None   \n",
       "4                EAD        Tecnólogo          SP            SP       None   \n",
       "\n",
       "      ...     PRECO_DF PRECO_DESCONTO_DF QTD_CREDITOS_DF  chave_pgto  \\\n",
       "0     ...       461.11            461.11            None  CLARETIANO   \n",
       "1     ...       461.11            461.11            None  CLARETIANO   \n",
       "2     ...       461.11            461.11            None  CLARETIANO   \n",
       "3     ...       461.11            461.11            None  CLARETIANO   \n",
       "4     ...       461.11            461.11            None  CLARETIANO   \n",
       "\n",
       "  PARA_Plano_Pagto                                          chave_cuf  \\\n",
       "0               NI          CLARETIANOCLARETIANOSalvador  BASalvador    \n",
       "1               NI  CLARETIANOCLARETIANOSanta Cruz do Sul  RSSanta...   \n",
       "2               NI          CLARETIANOCLARETIANOSantarem  PASantarem    \n",
       "3               NI    CLARETIANOCLARETIANOSanto André  SPSanto André    \n",
       "4               NI              CLARETIANOCLARETIANOSantos  SPSantos    \n",
       "\n",
       "   CIDADE_PARA  NOME_LOCAL_PARA  GRUPO_PARA  MARCA_PARA  \n",
       "0           NI               NI          NI          NI  \n",
       "1           NI               NI          NI          NI  \n",
       "2           NI               NI          NI          NI  \n",
       "3           NI               NI          NI          NI  \n",
       "4           NI               NI          NI          NI  \n",
       "\n",
       "[5 rows x 56 columns]"
      ]
     },
     "execution_count": 67,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rft.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [],
   "source": [
    "rft['chave_curso'] = rs['DS_COUSER_NAME'].fillna('')+rs['DS_COURSE_DEGREE'].fillna('')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID</th>\n",
       "      <th>DT_DATE</th>\n",
       "      <th>DS_IES_SIGLE</th>\n",
       "      <th>DS_COURSE_ID</th>\n",
       "      <th>DS_COUSER_NAME</th>\n",
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       "      <th>DS_CITY_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>PARA_Plano_Pagto</th>\n",
       "      <th>chave_cuf</th>\n",
       "      <th>CIDADE_PARA</th>\n",
       "      <th>NOME_LOCAL_PARA</th>\n",
       "      <th>GRUPO_PARA</th>\n",
       "      <th>MARCA_PARA</th>\n",
       "      <th>chave_curso</th>\n",
       "      <th>CURSO_PARA</th>\n",
       "      <th>GRAU_PARA</th>\n",
       "      <th>ID_CURSO_PARA</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>19488453</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
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       "      <td>...</td>\n",
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       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>19488454</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RS</td>\n",
       "      <td>RS</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSanta Cruz do Sul  RSSanta...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>19488455</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PA</td>\n",
       "      <td>PA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSantarem  PASantarem</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>19488456</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSanto André  SPSanto André</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>19488457</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSantos  SPSantos</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 60 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         ID    DT_DATE DS_IES_SIGLE DS_COURSE_ID DS_COUSER_NAME  \\\n",
       "0  19488453 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "1  19488454 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "2  19488455 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "3  19488456 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "4  19488457 2019-02-01   CLARETIANO          141    Gastronomia   \n",
       "\n",
       "  DS_COURSE_MODALITY DS_COURSE_DEGREE DS_STATE_ID DS_STATE_NAME DS_CITY_ID  \\\n",
       "0                EAD        Tecnólogo          BA            BA       None   \n",
       "1                EAD        Tecnólogo          RS            RS       None   \n",
       "2                EAD        Tecnólogo          PA            PA       None   \n",
       "3                EAD        Tecnólogo          SP            SP       None   \n",
       "4                EAD        Tecnólogo          SP            SP       None   \n",
       "\n",
       "       ...       PARA_Plano_Pagto  \\\n",
       "0      ...                     NI   \n",
       "1      ...                     NI   \n",
       "2      ...                     NI   \n",
       "3      ...                     NI   \n",
       "4      ...                     NI   \n",
       "\n",
       "                                           chave_cuf CIDADE_PARA  \\\n",
       "0          CLARETIANOCLARETIANOSalvador  BASalvador           NI   \n",
       "1  CLARETIANOCLARETIANOSanta Cruz do Sul  RSSanta...          NI   \n",
       "2          CLARETIANOCLARETIANOSantarem  PASantarem           NI   \n",
       "3    CLARETIANOCLARETIANOSanto André  SPSanto André           NI   \n",
       "4              CLARETIANOCLARETIANOSantos  SPSantos           NI   \n",
       "\n",
       "  NOME_LOCAL_PARA GRUPO_PARA MARCA_PARA           chave_curso  CURSO_PARA  \\\n",
       "0              NI         NI         NI  GastronomiaTecnólogo         NaN   \n",
       "1              NI         NI         NI  GastronomiaTecnólogo         NaN   \n",
       "2              NI         NI         NI  GastronomiaTecnólogo         NaN   \n",
       "3              NI         NI         NI  GastronomiaTecnólogo         NaN   \n",
       "4              NI         NI         NI  GastronomiaTecnólogo         NaN   \n",
       "\n",
       "   GRAU_PARA  ID_CURSO_PARA  \n",
       "0        NaN            NaN  \n",
       "1        NaN            NaN  \n",
       "2        NaN            NaN  \n",
       "3        NaN            NaN  \n",
       "4        NaN            NaN  \n",
       "\n",
       "[5 rows x 60 columns]"
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rft=pd.merge(rft, curse[['chave_curso','CURSO_PARA','GRAU_PARA','ID_CURSO_PARA']], on='chave_curso', how='left')\n",
    "rft.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID</th>\n",
       "      <th>DT_DATE</th>\n",
       "      <th>DS_IES_SIGLE</th>\n",
       "      <th>DS_COURSE_ID</th>\n",
       "      <th>DS_COUSER_NAME</th>\n",
       "      <th>DS_COURSE_MODALITY</th>\n",
       "      <th>DS_COURSE_DEGREE</th>\n",
       "      <th>DS_STATE_ID</th>\n",
       "      <th>DS_STATE_NAME</th>\n",
       "      <th>DS_CITY_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>PARA_Plano_Pagto</th>\n",
       "      <th>chave_cuf</th>\n",
       "      <th>CIDADE_PARA</th>\n",
       "      <th>NOME_LOCAL_PARA</th>\n",
       "      <th>GRUPO_PARA</th>\n",
       "      <th>MARCA_PARA</th>\n",
       "      <th>chave_curso</th>\n",
       "      <th>CURSO_PARA_DF</th>\n",
       "      <th>GRAU_PARA</th>\n",
       "      <th>ID_CURSO_PARA</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>19488453</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>BA</td>\n",
       "      <td>BA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSalvador  BASalvador</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>19488454</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RS</td>\n",
       "      <td>RS</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSanta Cruz do Sul  RSSanta...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>19488455</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PA</td>\n",
       "      <td>PA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSantarem  PASantarem</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>19488456</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSanto André  SPSanto André</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>19488457</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSantos  SPSantos</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>19488458</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Carlos  SPSão Carlos</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>19488459</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RO</td>\n",
       "      <td>RO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Francisco do Guaporé  ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>19488460</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão José do Rio Preto  SPS...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>19488461</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão José dos Campos  SPSão...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>19488462</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MA</td>\n",
       "      <td>MA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Luís  MASão Luís</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>19488463</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RO</td>\n",
       "      <td>RO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Miguel do Guaporé  ROS...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>19488464</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Miguel Paulista  SPSão...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>19488465</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Paulo  SPSão Paulo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>19488466</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>Presencial</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Paulo  SPSão Paulo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>19488467</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PE</td>\n",
       "      <td>PE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSerra Talhada  PESerra Tal...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>19488468</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MT</td>\n",
       "      <td>MT</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSinop  MTSinop</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>19488469</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>CE</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSobral  CESobral</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>19488470</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSorocaba  SPSorocaba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>19488471</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>AM</td>\n",
       "      <td>AM</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTabatinga  AMTabatinga</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>19488472</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>DF</td>\n",
       "      <td>DF</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTaguatinga  DFTaguatinga</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>19488473</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>Presencial</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>DF</td>\n",
       "      <td>DF</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTaguatinga  DFTaguatinga</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>19488474</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PI</td>\n",
       "      <td>PI</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTeresina  PITeresina</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>19488475</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MG</td>\n",
       "      <td>MG</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOUberaba  MGUberaba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>19488476</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MG</td>\n",
       "      <td>MG</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOUberlândia  MGUberlândia</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>19488477</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RO</td>\n",
       "      <td>RO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVilhena  ROVilhena</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>19488478</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>ES</td>\n",
       "      <td>ES</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVitória  ESVitória</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>19488479</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>BA</td>\n",
       "      <td>BA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVitória da Conquista  BAVi...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>19488480</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RJ</td>\n",
       "      <td>RJ</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVolta Redonda  RJVolta Red...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>19488481</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>26</td>\n",
       "      <td>Gestão Ambiental</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>GO</td>\n",
       "      <td>GO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOAnápolis  GOAnápolis</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>Gestão Ambiental Tecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>19488482</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>26</td>\n",
       "      <td>Gestão Ambiental</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SE</td>\n",
       "      <td>SE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOAracaju  SEAracaju</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>Gestão Ambiental Tecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900688</th>\n",
       "      <td>19943850</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Marketing Digital</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900689</th>\n",
       "      <td>19943851</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Segurança Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900690</th>\n",
       "      <td>19943852</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Sistemas para Internet</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900691</th>\n",
       "      <td>19943853</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Administração</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900692</th>\n",
       "      <td>19943854</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Ciências Contábeis</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900693</th>\n",
       "      <td>19943855</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Educação Física</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900694</th>\n",
       "      <td>19943856</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Letras - Português e Inglês</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900695</th>\n",
       "      <td>19943857</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Pedagogia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900696</th>\n",
       "      <td>19943858</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Comercial</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900697</th>\n",
       "      <td>19943859</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão de Recursos Humanos</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900698</th>\n",
       "      <td>19943860</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Financeira</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900699</th>\n",
       "      <td>19943861</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900700</th>\n",
       "      <td>19943862</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Marketing Digital</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900701</th>\n",
       "      <td>19943863</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Segurança Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900702</th>\n",
       "      <td>19943864</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Sistemas para Internet</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900703</th>\n",
       "      <td>19943865</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Administração</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900704</th>\n",
       "      <td>19943866</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Ciências Contábeis</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900705</th>\n",
       "      <td>19943867</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Educação Física</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900706</th>\n",
       "      <td>19943868</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Letras - Português e Inglês</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900707</th>\n",
       "      <td>19943869</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Pedagogia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900708</th>\n",
       "      <td>19943870</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Comercial</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900709</th>\n",
       "      <td>19943871</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão de Recursos Humanos</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900710</th>\n",
       "      <td>19943872</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Financeira</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900711</th>\n",
       "      <td>19943873</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900712</th>\n",
       "      <td>19943874</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Marketing Digital</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900713</th>\n",
       "      <td>19943875</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Segurança Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900714</th>\n",
       "      <td>19943876</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Sistemas para Internet</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900715</th>\n",
       "      <td>19943877</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Administração</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Caetité - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900716</th>\n",
       "      <td>19943878</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Ciências Contábeis</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Caetité - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900717</th>\n",
       "      <td>19943879</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Educação Física</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Caetité - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>900718 rows × 60 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              ID    DT_DATE DS_IES_SIGLE DS_COURSE_ID  \\\n",
       "0       19488453 2019-02-01   CLARETIANO          141   \n",
       "1       19488454 2019-02-01   CLARETIANO          141   \n",
       "2       19488455 2019-02-01   CLARETIANO          141   \n",
       "3       19488456 2019-02-01   CLARETIANO          141   \n",
       "4       19488457 2019-02-01   CLARETIANO          141   \n",
       "5       19488458 2019-02-01   CLARETIANO          141   \n",
       "6       19488459 2019-02-01   CLARETIANO          141   \n",
       "7       19488460 2019-02-01   CLARETIANO          141   \n",
       "8       19488461 2019-02-01   CLARETIANO          141   \n",
       "9       19488462 2019-02-01   CLARETIANO          141   \n",
       "10      19488463 2019-02-01   CLARETIANO          141   \n",
       "11      19488464 2019-02-01   CLARETIANO          141   \n",
       "12      19488465 2019-02-01   CLARETIANO          141   \n",
       "13      19488466 2019-02-01   CLARETIANO          141   \n",
       "14      19488467 2019-02-01   CLARETIANO          141   \n",
       "15      19488468 2019-02-01   CLARETIANO          141   \n",
       "16      19488469 2019-02-01   CLARETIANO          141   \n",
       "17      19488470 2019-02-01   CLARETIANO          141   \n",
       "18      19488471 2019-02-01   CLARETIANO          141   \n",
       "19      19488472 2019-02-01   CLARETIANO          141   \n",
       "20      19488473 2019-02-01   CLARETIANO          141   \n",
       "21      19488474 2019-02-01   CLARETIANO          141   \n",
       "22      19488475 2019-02-01   CLARETIANO          141   \n",
       "23      19488476 2019-02-01   CLARETIANO          141   \n",
       "24      19488477 2019-02-01   CLARETIANO          141   \n",
       "25      19488478 2019-02-01   CLARETIANO          141   \n",
       "26      19488479 2019-02-01   CLARETIANO          141   \n",
       "27      19488480 2019-02-01   CLARETIANO          141   \n",
       "28      19488481 2019-02-01   CLARETIANO           26   \n",
       "29      19488482 2019-02-01   CLARETIANO           26   \n",
       "...          ...        ...          ...          ...   \n",
       "900688  19943850 2019-02-04       UNIBTA         None   \n",
       "900689  19943851 2019-02-04       UNIBTA         None   \n",
       "900690  19943852 2019-02-04       UNIBTA         None   \n",
       "900691  19943853 2019-02-04       UNIBTA         None   \n",
       "900692  19943854 2019-02-04       UNIBTA         None   \n",
       "900693  19943855 2019-02-04       UNIBTA         None   \n",
       "900694  19943856 2019-02-04       UNIBTA         None   \n",
       "900695  19943857 2019-02-04       UNIBTA         None   \n",
       "900696  19943858 2019-02-04       UNIBTA         None   \n",
       "900697  19943859 2019-02-04       UNIBTA         None   \n",
       "900698  19943860 2019-02-04       UNIBTA         None   \n",
       "900699  19943861 2019-02-04       UNIBTA         None   \n",
       "900700  19943862 2019-02-04       UNIBTA         None   \n",
       "900701  19943863 2019-02-04       UNIBTA         None   \n",
       "900702  19943864 2019-02-04       UNIBTA         None   \n",
       "900703  19943865 2019-02-04       UNIBTA         None   \n",
       "900704  19943866 2019-02-04       UNIBTA         None   \n",
       "900705  19943867 2019-02-04       UNIBTA         None   \n",
       "900706  19943868 2019-02-04       UNIBTA         None   \n",
       "900707  19943869 2019-02-04       UNIBTA         None   \n",
       "900708  19943870 2019-02-04       UNIBTA         None   \n",
       "900709  19943871 2019-02-04       UNIBTA         None   \n",
       "900710  19943872 2019-02-04       UNIBTA         None   \n",
       "900711  19943873 2019-02-04       UNIBTA         None   \n",
       "900712  19943874 2019-02-04       UNIBTA         None   \n",
       "900713  19943875 2019-02-04       UNIBTA         None   \n",
       "900714  19943876 2019-02-04       UNIBTA         None   \n",
       "900715  19943877 2019-02-04       UNIBTA         None   \n",
       "900716  19943878 2019-02-04       UNIBTA         None   \n",
       "900717  19943879 2019-02-04       UNIBTA         None   \n",
       "\n",
       "                                 DS_COUSER_NAME DS_COURSE_MODALITY  \\\n",
       "0                                   Gastronomia                EAD   \n",
       "1                                   Gastronomia                EAD   \n",
       "2                                   Gastronomia                EAD   \n",
       "3                                   Gastronomia                EAD   \n",
       "4                                   Gastronomia                EAD   \n",
       "5                                   Gastronomia                EAD   \n",
       "6                                   Gastronomia                EAD   \n",
       "7                                   Gastronomia                EAD   \n",
       "8                                   Gastronomia                EAD   \n",
       "9                                   Gastronomia                EAD   \n",
       "10                                  Gastronomia                EAD   \n",
       "11                                  Gastronomia                EAD   \n",
       "12                                  Gastronomia                EAD   \n",
       "13                                  Gastronomia         Presencial   \n",
       "14                                  Gastronomia                EAD   \n",
       "15                                  Gastronomia                EAD   \n",
       "16                                  Gastronomia                EAD   \n",
       "17                                  Gastronomia                EAD   \n",
       "18                                  Gastronomia                EAD   \n",
       "19                                  Gastronomia                EAD   \n",
       "20                                  Gastronomia         Presencial   \n",
       "21                                  Gastronomia                EAD   \n",
       "22                                  Gastronomia                EAD   \n",
       "23                                  Gastronomia                EAD   \n",
       "24                                  Gastronomia                EAD   \n",
       "25                                  Gastronomia                EAD   \n",
       "26                                  Gastronomia                EAD   \n",
       "27                                  Gastronomia                EAD   \n",
       "28                            Gestão Ambiental                 EAD   \n",
       "29                            Gestão Ambiental                 EAD   \n",
       "...                                         ...                ...   \n",
       "900688           Tecnólogo em Marketing Digital                EAD   \n",
       "900689           Tecnólogo em Segurança Pública                EAD   \n",
       "900690      Tecnólogo em Sistemas para Internet                EAD   \n",
       "900691                            Administração                EAD   \n",
       "900692                       Ciências Contábeis                EAD   \n",
       "900693                          Educação Física                EAD   \n",
       "900694              Letras - Português e Inglês                EAD   \n",
       "900695                                Pedagogia                EAD   \n",
       "900696            Tecnólogo em Gestão Comercial                EAD   \n",
       "900697  Tecnólogo em Gestão de Recursos Humanos                EAD   \n",
       "900698           Tecnólogo em Gestão Financeira                EAD   \n",
       "900699              Tecnólogo em Gestão Pública                EAD   \n",
       "900700           Tecnólogo em Marketing Digital                EAD   \n",
       "900701           Tecnólogo em Segurança Pública                EAD   \n",
       "900702      Tecnólogo em Sistemas para Internet                EAD   \n",
       "900703                            Administração                EAD   \n",
       "900704                       Ciências Contábeis                EAD   \n",
       "900705                          Educação Física                EAD   \n",
       "900706              Letras - Português e Inglês                EAD   \n",
       "900707                                Pedagogia                EAD   \n",
       "900708            Tecnólogo em Gestão Comercial                EAD   \n",
       "900709  Tecnólogo em Gestão de Recursos Humanos                EAD   \n",
       "900710           Tecnólogo em Gestão Financeira                EAD   \n",
       "900711              Tecnólogo em Gestão Pública                EAD   \n",
       "900712           Tecnólogo em Marketing Digital                EAD   \n",
       "900713           Tecnólogo em Segurança Pública                EAD   \n",
       "900714      Tecnólogo em Sistemas para Internet                EAD   \n",
       "900715                            Administração                EAD   \n",
       "900716                       Ciências Contábeis                EAD   \n",
       "900717                          Educação Física                EAD   \n",
       "\n",
       "       DS_COURSE_DEGREE DS_STATE_ID DS_STATE_NAME DS_CITY_ID      ...        \\\n",
       "0             Tecnólogo          BA            BA       None      ...         \n",
       "1             Tecnólogo          RS            RS       None      ...         \n",
       "2             Tecnólogo          PA            PA       None      ...         \n",
       "3             Tecnólogo          SP            SP       None      ...         \n",
       "4             Tecnólogo          SP            SP       None      ...         \n",
       "5             Tecnólogo          SP            SP       None      ...         \n",
       "6             Tecnólogo          RO            RO       None      ...         \n",
       "7             Tecnólogo          SP            SP       None      ...         \n",
       "8             Tecnólogo          SP            SP       None      ...         \n",
       "9             Tecnólogo          MA            MA       None      ...         \n",
       "10            Tecnólogo          RO            RO       None      ...         \n",
       "11            Tecnólogo          SP            SP       None      ...         \n",
       "12            Tecnólogo          SP            SP       None      ...         \n",
       "13            Tecnólogo          SP            SP       None      ...         \n",
       "14            Tecnólogo          PE            PE       None      ...         \n",
       "15            Tecnólogo          MT            MT       None      ...         \n",
       "16            Tecnólogo          CE            CE       None      ...         \n",
       "17            Tecnólogo          SP            SP       None      ...         \n",
       "18            Tecnólogo          AM            AM       None      ...         \n",
       "19            Tecnólogo          DF            DF       None      ...         \n",
       "20            Tecnólogo          DF            DF       None      ...         \n",
       "21            Tecnólogo          PI            PI       None      ...         \n",
       "22            Tecnólogo          MG            MG       None      ...         \n",
       "23            Tecnólogo          MG            MG       None      ...         \n",
       "24            Tecnólogo          RO            RO       None      ...         \n",
       "25            Tecnólogo          ES            ES       None      ...         \n",
       "26            Tecnólogo          BA            BA       None      ...         \n",
       "27            Tecnólogo          RJ            RJ       None      ...         \n",
       "28            Tecnólogo          GO            GO       None      ...         \n",
       "29            Tecnólogo          SE            SE       None      ...         \n",
       "...                 ...         ...           ...        ...      ...         \n",
       "900688             None        None            CE       None      ...         \n",
       "900689             None        None            CE       None      ...         \n",
       "900690             None        None            CE       None      ...         \n",
       "900691             None        None            CE       None      ...         \n",
       "900692             None        None            CE       None      ...         \n",
       "900693             None        None            CE       None      ...         \n",
       "900694             None        None            CE       None      ...         \n",
       "900695             None        None            CE       None      ...         \n",
       "900696             None        None            CE       None      ...         \n",
       "900697             None        None            CE       None      ...         \n",
       "900698             None        None            CE       None      ...         \n",
       "900699             None        None            CE       None      ...         \n",
       "900700             None        None            CE       None      ...         \n",
       "900701             None        None            CE       None      ...         \n",
       "900702             None        None            CE       None      ...         \n",
       "900703             None        None            CE       None      ...         \n",
       "900704             None        None            CE       None      ...         \n",
       "900705             None        None            CE       None      ...         \n",
       "900706             None        None            CE       None      ...         \n",
       "900707             None        None            CE       None      ...         \n",
       "900708             None        None            CE       None      ...         \n",
       "900709             None        None            CE       None      ...         \n",
       "900710             None        None            CE       None      ...         \n",
       "900711             None        None            CE       None      ...         \n",
       "900712             None        None            CE       None      ...         \n",
       "900713             None        None            CE       None      ...         \n",
       "900714             None        None            CE       None      ...         \n",
       "900715             None        None            CE       None      ...         \n",
       "900716             None        None            CE       None      ...         \n",
       "900717             None        None            CE       None      ...         \n",
       "\n",
       "       PARA_Plano_Pagto                                          chave_cuf  \\\n",
       "0                    NI          CLARETIANOCLARETIANOSalvador  BASalvador    \n",
       "1                    NI  CLARETIANOCLARETIANOSanta Cruz do Sul  RSSanta...   \n",
       "2                    NI          CLARETIANOCLARETIANOSantarem  PASantarem    \n",
       "3                    NI    CLARETIANOCLARETIANOSanto André  SPSanto André    \n",
       "4                    NI              CLARETIANOCLARETIANOSantos  SPSantos    \n",
       "5                    NI      CLARETIANOCLARETIANOSão Carlos  SPSão Carlos    \n",
       "6                    NI  CLARETIANOCLARETIANOSão Francisco do Guaporé  ...   \n",
       "7                    NI  CLARETIANOCLARETIANOSão José do Rio Preto  SPS...   \n",
       "8                    NI  CLARETIANOCLARETIANOSão José dos Campos  SPSão...   \n",
       "9                    NI          CLARETIANOCLARETIANOSão Luís  MASão Luís    \n",
       "10                   NI  CLARETIANOCLARETIANOSão Miguel do Guaporé  ROS...   \n",
       "11                   NI  CLARETIANOCLARETIANOSão Miguel Paulista  SPSão...   \n",
       "12                   NI        CLARETIANOCLARETIANOSão Paulo  SPSão Paulo    \n",
       "13                   NI        CLARETIANOCLARETIANOSão Paulo  SPSão Paulo    \n",
       "14                   NI  CLARETIANOCLARETIANOSerra Talhada  PESerra Tal...   \n",
       "15                   NI                CLARETIANOCLARETIANOSinop  MTSinop    \n",
       "16                   NI              CLARETIANOCLARETIANOSobral  CESobral    \n",
       "17                   NI          CLARETIANOCLARETIANOSorocaba  SPSorocaba    \n",
       "18                   NI        CLARETIANOCLARETIANOTabatinga  AMTabatinga    \n",
       "19                   NI      CLARETIANOCLARETIANOTaguatinga  DFTaguatinga    \n",
       "20                   NI      CLARETIANOCLARETIANOTaguatinga  DFTaguatinga    \n",
       "21                   NI          CLARETIANOCLARETIANOTeresina  PITeresina    \n",
       "22                   NI            CLARETIANOCLARETIANOUberaba  MGUberaba    \n",
       "23                   NI      CLARETIANOCLARETIANOUberlândia  MGUberlândia    \n",
       "24                   NI            CLARETIANOCLARETIANOVilhena  ROVilhena    \n",
       "25                   NI            CLARETIANOCLARETIANOVitória  ESVitória    \n",
       "26                   NI  CLARETIANOCLARETIANOVitória da Conquista  BAVi...   \n",
       "27                   NI  CLARETIANOCLARETIANOVolta Redonda  RJVolta Red...   \n",
       "28                   NI          CLARETIANOCLARETIANOAnápolis  GOAnápolis    \n",
       "29                   NI            CLARETIANOCLARETIANOAracaju  SEAracaju    \n",
       "...                 ...                                                ...   \n",
       "900688               NI  UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...   \n",
       "900689               NI  UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...   \n",
       "900690               NI  UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...   \n",
       "900691               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900692               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900693               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900694               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900695               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900696               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900697               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900698               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900699               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900700               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900701               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900702               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900703               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900704               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900705               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900706               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900707               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900708               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900709               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900710               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900711               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900712               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900713               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900714               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900715               NI           UNIBTAUNIBTAUbatãCEPolo Caetité - Centro   \n",
       "900716               NI           UNIBTAUNIBTAUbatãCEPolo Caetité - Centro   \n",
       "900717               NI           UNIBTAUNIBTAUbatãCEPolo Caetité - Centro   \n",
       "\n",
       "       CIDADE_PARA NOME_LOCAL_PARA GRUPO_PARA MARCA_PARA  \\\n",
       "0               NI              NI         NI         NI   \n",
       "1               NI              NI         NI         NI   \n",
       "2               NI              NI         NI         NI   \n",
       "3               NI              NI         NI         NI   \n",
       "4               NI              NI         NI         NI   \n",
       "5               NI              NI         NI         NI   \n",
       "6               NI              NI         NI         NI   \n",
       "7               NI              NI         NI         NI   \n",
       "8               NI              NI         NI         NI   \n",
       "9               NI              NI         NI         NI   \n",
       "10              NI              NI         NI         NI   \n",
       "11              NI              NI         NI         NI   \n",
       "12              NI              NI         NI         NI   \n",
       "13              NI              NI         NI         NI   \n",
       "14              NI              NI         NI         NI   \n",
       "15              NI              NI         NI         NI   \n",
       "16              NI              NI         NI         NI   \n",
       "17              NI              NI         NI         NI   \n",
       "18              NI              NI         NI         NI   \n",
       "19              NI              NI         NI         NI   \n",
       "20              NI              NI         NI         NI   \n",
       "21              NI              NI         NI         NI   \n",
       "22              NI              NI         NI         NI   \n",
       "23              NI              NI         NI         NI   \n",
       "24              NI              NI         NI         NI   \n",
       "25              NI              NI         NI         NI   \n",
       "26              NI              NI         NI         NI   \n",
       "27              NI              NI         NI         NI   \n",
       "28              NI              NI         NI         NI   \n",
       "29              NI              NI         NI         NI   \n",
       "...            ...             ...        ...        ...   \n",
       "900688          NI              NI         NI         NI   \n",
       "900689          NI              NI         NI         NI   \n",
       "900690          NI              NI         NI         NI   \n",
       "900691          NI              NI         NI         NI   \n",
       "900692          NI              NI         NI         NI   \n",
       "900693          NI              NI         NI         NI   \n",
       "900694          NI              NI         NI         NI   \n",
       "900695          NI              NI         NI         NI   \n",
       "900696          NI              NI         NI         NI   \n",
       "900697          NI              NI         NI         NI   \n",
       "900698          NI              NI         NI         NI   \n",
       "900699          NI              NI         NI         NI   \n",
       "900700          NI              NI         NI         NI   \n",
       "900701          NI              NI         NI         NI   \n",
       "900702          NI              NI         NI         NI   \n",
       "900703          NI              NI         NI         NI   \n",
       "900704          NI              NI         NI         NI   \n",
       "900705          NI              NI         NI         NI   \n",
       "900706          NI              NI         NI         NI   \n",
       "900707          NI              NI         NI         NI   \n",
       "900708          NI              NI         NI         NI   \n",
       "900709          NI              NI         NI         NI   \n",
       "900710          NI              NI         NI         NI   \n",
       "900711          NI              NI         NI         NI   \n",
       "900712          NI              NI         NI         NI   \n",
       "900713          NI              NI         NI         NI   \n",
       "900714          NI              NI         NI         NI   \n",
       "900715          NI              NI         NI         NI   \n",
       "900716          NI              NI         NI         NI   \n",
       "900717          NI              NI         NI         NI   \n",
       "\n",
       "                       chave_curso  CURSO_PARA_DF  GRAU_PARA  ID_CURSO_PARA  \n",
       "0             GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "1             GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "2             GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "3             GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "4             GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "5             GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "6             GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "7             GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "8             GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "9             GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "10            GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "11            GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "12            GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "13            GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "14            GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "15            GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "16            GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "17            GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "18            GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "19            GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "20            GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "21            GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "22            GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "23            GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "24            GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "25            GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "26            GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "27            GastronomiaTecnólogo             NI        NaN            NaN  \n",
       "28      Gestão Ambiental Tecnólogo             NI        NaN            NaN  \n",
       "29      Gestão Ambiental Tecnólogo             NI        NaN            NaN  \n",
       "...                            ...            ...        ...            ...  \n",
       "900688                         NaN             NI        NaN            NaN  \n",
       "900689                         NaN             NI        NaN            NaN  \n",
       "900690                         NaN             NI        NaN            NaN  \n",
       "900691                         NaN             NI        NaN            NaN  \n",
       "900692                         NaN             NI        NaN            NaN  \n",
       "900693                         NaN             NI        NaN            NaN  \n",
       "900694                         NaN             NI        NaN            NaN  \n",
       "900695                         NaN             NI        NaN            NaN  \n",
       "900696                         NaN             NI        NaN            NaN  \n",
       "900697                         NaN             NI        NaN            NaN  \n",
       "900698                         NaN             NI        NaN            NaN  \n",
       "900699                         NaN             NI        NaN            NaN  \n",
       "900700                         NaN             NI        NaN            NaN  \n",
       "900701                         NaN             NI        NaN            NaN  \n",
       "900702                         NaN             NI        NaN            NaN  \n",
       "900703                         NaN             NI        NaN            NaN  \n",
       "900704                         NaN             NI        NaN            NaN  \n",
       "900705                         NaN             NI        NaN            NaN  \n",
       "900706                         NaN             NI        NaN            NaN  \n",
       "900707                         NaN             NI        NaN            NaN  \n",
       "900708                         NaN             NI        NaN            NaN  \n",
       "900709                         NaN             NI        NaN            NaN  \n",
       "900710                         NaN             NI        NaN            NaN  \n",
       "900711                         NaN             NI        NaN            NaN  \n",
       "900712                         NaN             NI        NaN            NaN  \n",
       "900713                         NaN             NI        NaN            NaN  \n",
       "900714                         NaN             NI        NaN            NaN  \n",
       "900715                         NaN             NI        NaN            NaN  \n",
       "900716                         NaN             NI        NaN            NaN  \n",
       "900717                         NaN             NI        NaN            NaN  \n",
       "\n",
       "[900718 rows x 60 columns]"
      ]
     },
     "execution_count": 70,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rft[\"CURSO_PARA\"].fillna(\"NI\", inplace = True) \n",
    "rft.rename(index=str, columns={\"CURSO_PARA\": \"CURSO_PARA_DF\"})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID</th>\n",
       "      <th>DT_DATE</th>\n",
       "      <th>DS_IES_SIGLE</th>\n",
       "      <th>DS_COURSE_ID</th>\n",
       "      <th>DS_COUSER_NAME</th>\n",
       "      <th>DS_COURSE_MODALITY</th>\n",
       "      <th>DS_COURSE_DEGREE</th>\n",
       "      <th>DS_STATE_ID</th>\n",
       "      <th>DS_STATE_NAME</th>\n",
       "      <th>DS_CITY_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>PARA_Plano_Pagto</th>\n",
       "      <th>chave_cuf</th>\n",
       "      <th>CIDADE_PARA</th>\n",
       "      <th>NOME_LOCAL_PARA</th>\n",
       "      <th>GRUPO_PARA</th>\n",
       "      <th>MARCA_PARA</th>\n",
       "      <th>chave_curso</th>\n",
       "      <th>CURSO_PARA</th>\n",
       "      <th>GRAU_PARA_DF</th>\n",
       "      <th>ID_CURSO_PARA</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>19488453</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>BA</td>\n",
       "      <td>BA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSalvador  BASalvador</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>19488454</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RS</td>\n",
       "      <td>RS</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSanta Cruz do Sul  RSSanta...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>19488455</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PA</td>\n",
       "      <td>PA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSantarem  PASantarem</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>19488456</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSanto André  SPSanto André</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>19488457</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSantos  SPSantos</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>19488458</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Carlos  SPSão Carlos</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>19488459</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RO</td>\n",
       "      <td>RO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Francisco do Guaporé  ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>19488460</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão José do Rio Preto  SPS...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>19488461</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão José dos Campos  SPSão...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>19488462</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MA</td>\n",
       "      <td>MA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Luís  MASão Luís</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>19488463</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RO</td>\n",
       "      <td>RO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Miguel do Guaporé  ROS...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>19488464</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Miguel Paulista  SPSão...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>19488465</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Paulo  SPSão Paulo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>19488466</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>Presencial</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Paulo  SPSão Paulo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>19488467</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PE</td>\n",
       "      <td>PE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSerra Talhada  PESerra Tal...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>19488468</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MT</td>\n",
       "      <td>MT</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSinop  MTSinop</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>19488469</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>CE</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSobral  CESobral</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>19488470</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSorocaba  SPSorocaba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>19488471</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>AM</td>\n",
       "      <td>AM</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTabatinga  AMTabatinga</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>19488472</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>DF</td>\n",
       "      <td>DF</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTaguatinga  DFTaguatinga</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>19488473</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>Presencial</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>DF</td>\n",
       "      <td>DF</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTaguatinga  DFTaguatinga</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>19488474</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PI</td>\n",
       "      <td>PI</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTeresina  PITeresina</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>19488475</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MG</td>\n",
       "      <td>MG</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOUberaba  MGUberaba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>19488476</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MG</td>\n",
       "      <td>MG</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOUberlândia  MGUberlândia</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>19488477</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RO</td>\n",
       "      <td>RO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVilhena  ROVilhena</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>19488478</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>ES</td>\n",
       "      <td>ES</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVitória  ESVitória</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>19488479</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>BA</td>\n",
       "      <td>BA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVitória da Conquista  BAVi...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>19488480</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RJ</td>\n",
       "      <td>RJ</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVolta Redonda  RJVolta Red...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>19488481</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>26</td>\n",
       "      <td>Gestão Ambiental</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>GO</td>\n",
       "      <td>GO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOAnápolis  GOAnápolis</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>Gestão Ambiental Tecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>19488482</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>26</td>\n",
       "      <td>Gestão Ambiental</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SE</td>\n",
       "      <td>SE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOAracaju  SEAracaju</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>Gestão Ambiental Tecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900688</th>\n",
       "      <td>19943850</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Marketing Digital</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900689</th>\n",
       "      <td>19943851</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Segurança Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900690</th>\n",
       "      <td>19943852</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Sistemas para Internet</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900691</th>\n",
       "      <td>19943853</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Administração</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900692</th>\n",
       "      <td>19943854</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Ciências Contábeis</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900693</th>\n",
       "      <td>19943855</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Educação Física</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900694</th>\n",
       "      <td>19943856</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Letras - Português e Inglês</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900695</th>\n",
       "      <td>19943857</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Pedagogia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900696</th>\n",
       "      <td>19943858</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Comercial</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900697</th>\n",
       "      <td>19943859</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão de Recursos Humanos</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900698</th>\n",
       "      <td>19943860</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Financeira</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900699</th>\n",
       "      <td>19943861</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900700</th>\n",
       "      <td>19943862</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Marketing Digital</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900701</th>\n",
       "      <td>19943863</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Segurança Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900702</th>\n",
       "      <td>19943864</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Sistemas para Internet</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900703</th>\n",
       "      <td>19943865</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Administração</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900704</th>\n",
       "      <td>19943866</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Ciências Contábeis</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900705</th>\n",
       "      <td>19943867</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Educação Física</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900706</th>\n",
       "      <td>19943868</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Letras - Português e Inglês</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900707</th>\n",
       "      <td>19943869</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Pedagogia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900708</th>\n",
       "      <td>19943870</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Comercial</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900709</th>\n",
       "      <td>19943871</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão de Recursos Humanos</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900710</th>\n",
       "      <td>19943872</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Financeira</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900711</th>\n",
       "      <td>19943873</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900712</th>\n",
       "      <td>19943874</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Marketing Digital</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900713</th>\n",
       "      <td>19943875</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Segurança Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900714</th>\n",
       "      <td>19943876</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Sistemas para Internet</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900715</th>\n",
       "      <td>19943877</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Administração</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Caetité - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900716</th>\n",
       "      <td>19943878</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Ciências Contábeis</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Caetité - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900717</th>\n",
       "      <td>19943879</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Educação Física</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Caetité - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>900718 rows × 60 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              ID    DT_DATE DS_IES_SIGLE DS_COURSE_ID  \\\n",
       "0       19488453 2019-02-01   CLARETIANO          141   \n",
       "1       19488454 2019-02-01   CLARETIANO          141   \n",
       "2       19488455 2019-02-01   CLARETIANO          141   \n",
       "3       19488456 2019-02-01   CLARETIANO          141   \n",
       "4       19488457 2019-02-01   CLARETIANO          141   \n",
       "5       19488458 2019-02-01   CLARETIANO          141   \n",
       "6       19488459 2019-02-01   CLARETIANO          141   \n",
       "7       19488460 2019-02-01   CLARETIANO          141   \n",
       "8       19488461 2019-02-01   CLARETIANO          141   \n",
       "9       19488462 2019-02-01   CLARETIANO          141   \n",
       "10      19488463 2019-02-01   CLARETIANO          141   \n",
       "11      19488464 2019-02-01   CLARETIANO          141   \n",
       "12      19488465 2019-02-01   CLARETIANO          141   \n",
       "13      19488466 2019-02-01   CLARETIANO          141   \n",
       "14      19488467 2019-02-01   CLARETIANO          141   \n",
       "15      19488468 2019-02-01   CLARETIANO          141   \n",
       "16      19488469 2019-02-01   CLARETIANO          141   \n",
       "17      19488470 2019-02-01   CLARETIANO          141   \n",
       "18      19488471 2019-02-01   CLARETIANO          141   \n",
       "19      19488472 2019-02-01   CLARETIANO          141   \n",
       "20      19488473 2019-02-01   CLARETIANO          141   \n",
       "21      19488474 2019-02-01   CLARETIANO          141   \n",
       "22      19488475 2019-02-01   CLARETIANO          141   \n",
       "23      19488476 2019-02-01   CLARETIANO          141   \n",
       "24      19488477 2019-02-01   CLARETIANO          141   \n",
       "25      19488478 2019-02-01   CLARETIANO          141   \n",
       "26      19488479 2019-02-01   CLARETIANO          141   \n",
       "27      19488480 2019-02-01   CLARETIANO          141   \n",
       "28      19488481 2019-02-01   CLARETIANO           26   \n",
       "29      19488482 2019-02-01   CLARETIANO           26   \n",
       "...          ...        ...          ...          ...   \n",
       "900688  19943850 2019-02-04       UNIBTA         None   \n",
       "900689  19943851 2019-02-04       UNIBTA         None   \n",
       "900690  19943852 2019-02-04       UNIBTA         None   \n",
       "900691  19943853 2019-02-04       UNIBTA         None   \n",
       "900692  19943854 2019-02-04       UNIBTA         None   \n",
       "900693  19943855 2019-02-04       UNIBTA         None   \n",
       "900694  19943856 2019-02-04       UNIBTA         None   \n",
       "900695  19943857 2019-02-04       UNIBTA         None   \n",
       "900696  19943858 2019-02-04       UNIBTA         None   \n",
       "900697  19943859 2019-02-04       UNIBTA         None   \n",
       "900698  19943860 2019-02-04       UNIBTA         None   \n",
       "900699  19943861 2019-02-04       UNIBTA         None   \n",
       "900700  19943862 2019-02-04       UNIBTA         None   \n",
       "900701  19943863 2019-02-04       UNIBTA         None   \n",
       "900702  19943864 2019-02-04       UNIBTA         None   \n",
       "900703  19943865 2019-02-04       UNIBTA         None   \n",
       "900704  19943866 2019-02-04       UNIBTA         None   \n",
       "900705  19943867 2019-02-04       UNIBTA         None   \n",
       "900706  19943868 2019-02-04       UNIBTA         None   \n",
       "900707  19943869 2019-02-04       UNIBTA         None   \n",
       "900708  19943870 2019-02-04       UNIBTA         None   \n",
       "900709  19943871 2019-02-04       UNIBTA         None   \n",
       "900710  19943872 2019-02-04       UNIBTA         None   \n",
       "900711  19943873 2019-02-04       UNIBTA         None   \n",
       "900712  19943874 2019-02-04       UNIBTA         None   \n",
       "900713  19943875 2019-02-04       UNIBTA         None   \n",
       "900714  19943876 2019-02-04       UNIBTA         None   \n",
       "900715  19943877 2019-02-04       UNIBTA         None   \n",
       "900716  19943878 2019-02-04       UNIBTA         None   \n",
       "900717  19943879 2019-02-04       UNIBTA         None   \n",
       "\n",
       "                                 DS_COUSER_NAME DS_COURSE_MODALITY  \\\n",
       "0                                   Gastronomia                EAD   \n",
       "1                                   Gastronomia                EAD   \n",
       "2                                   Gastronomia                EAD   \n",
       "3                                   Gastronomia                EAD   \n",
       "4                                   Gastronomia                EAD   \n",
       "5                                   Gastronomia                EAD   \n",
       "6                                   Gastronomia                EAD   \n",
       "7                                   Gastronomia                EAD   \n",
       "8                                   Gastronomia                EAD   \n",
       "9                                   Gastronomia                EAD   \n",
       "10                                  Gastronomia                EAD   \n",
       "11                                  Gastronomia                EAD   \n",
       "12                                  Gastronomia                EAD   \n",
       "13                                  Gastronomia         Presencial   \n",
       "14                                  Gastronomia                EAD   \n",
       "15                                  Gastronomia                EAD   \n",
       "16                                  Gastronomia                EAD   \n",
       "17                                  Gastronomia                EAD   \n",
       "18                                  Gastronomia                EAD   \n",
       "19                                  Gastronomia                EAD   \n",
       "20                                  Gastronomia         Presencial   \n",
       "21                                  Gastronomia                EAD   \n",
       "22                                  Gastronomia                EAD   \n",
       "23                                  Gastronomia                EAD   \n",
       "24                                  Gastronomia                EAD   \n",
       "25                                  Gastronomia                EAD   \n",
       "26                                  Gastronomia                EAD   \n",
       "27                                  Gastronomia                EAD   \n",
       "28                            Gestão Ambiental                 EAD   \n",
       "29                            Gestão Ambiental                 EAD   \n",
       "...                                         ...                ...   \n",
       "900688           Tecnólogo em Marketing Digital                EAD   \n",
       "900689           Tecnólogo em Segurança Pública                EAD   \n",
       "900690      Tecnólogo em Sistemas para Internet                EAD   \n",
       "900691                            Administração                EAD   \n",
       "900692                       Ciências Contábeis                EAD   \n",
       "900693                          Educação Física                EAD   \n",
       "900694              Letras - Português e Inglês                EAD   \n",
       "900695                                Pedagogia                EAD   \n",
       "900696            Tecnólogo em Gestão Comercial                EAD   \n",
       "900697  Tecnólogo em Gestão de Recursos Humanos                EAD   \n",
       "900698           Tecnólogo em Gestão Financeira                EAD   \n",
       "900699              Tecnólogo em Gestão Pública                EAD   \n",
       "900700           Tecnólogo em Marketing Digital                EAD   \n",
       "900701           Tecnólogo em Segurança Pública                EAD   \n",
       "900702      Tecnólogo em Sistemas para Internet                EAD   \n",
       "900703                            Administração                EAD   \n",
       "900704                       Ciências Contábeis                EAD   \n",
       "900705                          Educação Física                EAD   \n",
       "900706              Letras - Português e Inglês                EAD   \n",
       "900707                                Pedagogia                EAD   \n",
       "900708            Tecnólogo em Gestão Comercial                EAD   \n",
       "900709  Tecnólogo em Gestão de Recursos Humanos                EAD   \n",
       "900710           Tecnólogo em Gestão Financeira                EAD   \n",
       "900711              Tecnólogo em Gestão Pública                EAD   \n",
       "900712           Tecnólogo em Marketing Digital                EAD   \n",
       "900713           Tecnólogo em Segurança Pública                EAD   \n",
       "900714      Tecnólogo em Sistemas para Internet                EAD   \n",
       "900715                            Administração                EAD   \n",
       "900716                       Ciências Contábeis                EAD   \n",
       "900717                          Educação Física                EAD   \n",
       "\n",
       "       DS_COURSE_DEGREE DS_STATE_ID DS_STATE_NAME DS_CITY_ID      ...        \\\n",
       "0             Tecnólogo          BA            BA       None      ...         \n",
       "1             Tecnólogo          RS            RS       None      ...         \n",
       "2             Tecnólogo          PA            PA       None      ...         \n",
       "3             Tecnólogo          SP            SP       None      ...         \n",
       "4             Tecnólogo          SP            SP       None      ...         \n",
       "5             Tecnólogo          SP            SP       None      ...         \n",
       "6             Tecnólogo          RO            RO       None      ...         \n",
       "7             Tecnólogo          SP            SP       None      ...         \n",
       "8             Tecnólogo          SP            SP       None      ...         \n",
       "9             Tecnólogo          MA            MA       None      ...         \n",
       "10            Tecnólogo          RO            RO       None      ...         \n",
       "11            Tecnólogo          SP            SP       None      ...         \n",
       "12            Tecnólogo          SP            SP       None      ...         \n",
       "13            Tecnólogo          SP            SP       None      ...         \n",
       "14            Tecnólogo          PE            PE       None      ...         \n",
       "15            Tecnólogo          MT            MT       None      ...         \n",
       "16            Tecnólogo          CE            CE       None      ...         \n",
       "17            Tecnólogo          SP            SP       None      ...         \n",
       "18            Tecnólogo          AM            AM       None      ...         \n",
       "19            Tecnólogo          DF            DF       None      ...         \n",
       "20            Tecnólogo          DF            DF       None      ...         \n",
       "21            Tecnólogo          PI            PI       None      ...         \n",
       "22            Tecnólogo          MG            MG       None      ...         \n",
       "23            Tecnólogo          MG            MG       None      ...         \n",
       "24            Tecnólogo          RO            RO       None      ...         \n",
       "25            Tecnólogo          ES            ES       None      ...         \n",
       "26            Tecnólogo          BA            BA       None      ...         \n",
       "27            Tecnólogo          RJ            RJ       None      ...         \n",
       "28            Tecnólogo          GO            GO       None      ...         \n",
       "29            Tecnólogo          SE            SE       None      ...         \n",
       "...                 ...         ...           ...        ...      ...         \n",
       "900688             None        None            CE       None      ...         \n",
       "900689             None        None            CE       None      ...         \n",
       "900690             None        None            CE       None      ...         \n",
       "900691             None        None            CE       None      ...         \n",
       "900692             None        None            CE       None      ...         \n",
       "900693             None        None            CE       None      ...         \n",
       "900694             None        None            CE       None      ...         \n",
       "900695             None        None            CE       None      ...         \n",
       "900696             None        None            CE       None      ...         \n",
       "900697             None        None            CE       None      ...         \n",
       "900698             None        None            CE       None      ...         \n",
       "900699             None        None            CE       None      ...         \n",
       "900700             None        None            CE       None      ...         \n",
       "900701             None        None            CE       None      ...         \n",
       "900702             None        None            CE       None      ...         \n",
       "900703             None        None            CE       None      ...         \n",
       "900704             None        None            CE       None      ...         \n",
       "900705             None        None            CE       None      ...         \n",
       "900706             None        None            CE       None      ...         \n",
       "900707             None        None            CE       None      ...         \n",
       "900708             None        None            CE       None      ...         \n",
       "900709             None        None            CE       None      ...         \n",
       "900710             None        None            CE       None      ...         \n",
       "900711             None        None            CE       None      ...         \n",
       "900712             None        None            CE       None      ...         \n",
       "900713             None        None            CE       None      ...         \n",
       "900714             None        None            CE       None      ...         \n",
       "900715             None        None            CE       None      ...         \n",
       "900716             None        None            CE       None      ...         \n",
       "900717             None        None            CE       None      ...         \n",
       "\n",
       "       PARA_Plano_Pagto                                          chave_cuf  \\\n",
       "0                    NI          CLARETIANOCLARETIANOSalvador  BASalvador    \n",
       "1                    NI  CLARETIANOCLARETIANOSanta Cruz do Sul  RSSanta...   \n",
       "2                    NI          CLARETIANOCLARETIANOSantarem  PASantarem    \n",
       "3                    NI    CLARETIANOCLARETIANOSanto André  SPSanto André    \n",
       "4                    NI              CLARETIANOCLARETIANOSantos  SPSantos    \n",
       "5                    NI      CLARETIANOCLARETIANOSão Carlos  SPSão Carlos    \n",
       "6                    NI  CLARETIANOCLARETIANOSão Francisco do Guaporé  ...   \n",
       "7                    NI  CLARETIANOCLARETIANOSão José do Rio Preto  SPS...   \n",
       "8                    NI  CLARETIANOCLARETIANOSão José dos Campos  SPSão...   \n",
       "9                    NI          CLARETIANOCLARETIANOSão Luís  MASão Luís    \n",
       "10                   NI  CLARETIANOCLARETIANOSão Miguel do Guaporé  ROS...   \n",
       "11                   NI  CLARETIANOCLARETIANOSão Miguel Paulista  SPSão...   \n",
       "12                   NI        CLARETIANOCLARETIANOSão Paulo  SPSão Paulo    \n",
       "13                   NI        CLARETIANOCLARETIANOSão Paulo  SPSão Paulo    \n",
       "14                   NI  CLARETIANOCLARETIANOSerra Talhada  PESerra Tal...   \n",
       "15                   NI                CLARETIANOCLARETIANOSinop  MTSinop    \n",
       "16                   NI              CLARETIANOCLARETIANOSobral  CESobral    \n",
       "17                   NI          CLARETIANOCLARETIANOSorocaba  SPSorocaba    \n",
       "18                   NI        CLARETIANOCLARETIANOTabatinga  AMTabatinga    \n",
       "19                   NI      CLARETIANOCLARETIANOTaguatinga  DFTaguatinga    \n",
       "20                   NI      CLARETIANOCLARETIANOTaguatinga  DFTaguatinga    \n",
       "21                   NI          CLARETIANOCLARETIANOTeresina  PITeresina    \n",
       "22                   NI            CLARETIANOCLARETIANOUberaba  MGUberaba    \n",
       "23                   NI      CLARETIANOCLARETIANOUberlândia  MGUberlândia    \n",
       "24                   NI            CLARETIANOCLARETIANOVilhena  ROVilhena    \n",
       "25                   NI            CLARETIANOCLARETIANOVitória  ESVitória    \n",
       "26                   NI  CLARETIANOCLARETIANOVitória da Conquista  BAVi...   \n",
       "27                   NI  CLARETIANOCLARETIANOVolta Redonda  RJVolta Red...   \n",
       "28                   NI          CLARETIANOCLARETIANOAnápolis  GOAnápolis    \n",
       "29                   NI            CLARETIANOCLARETIANOAracaju  SEAracaju    \n",
       "...                 ...                                                ...   \n",
       "900688               NI  UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...   \n",
       "900689               NI  UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...   \n",
       "900690               NI  UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...   \n",
       "900691               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900692               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900693               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900694               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900695               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900696               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900697               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900698               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900699               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900700               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900701               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900702               NI       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba   \n",
       "900703               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900704               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900705               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900706               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900707               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900708               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900709               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900710               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900711               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900712               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900713               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900714               NI         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro   \n",
       "900715               NI           UNIBTAUNIBTAUbatãCEPolo Caetité - Centro   \n",
       "900716               NI           UNIBTAUNIBTAUbatãCEPolo Caetité - Centro   \n",
       "900717               NI           UNIBTAUNIBTAUbatãCEPolo Caetité - Centro   \n",
       "\n",
       "       CIDADE_PARA NOME_LOCAL_PARA GRUPO_PARA MARCA_PARA  \\\n",
       "0               NI              NI         NI         NI   \n",
       "1               NI              NI         NI         NI   \n",
       "2               NI              NI         NI         NI   \n",
       "3               NI              NI         NI         NI   \n",
       "4               NI              NI         NI         NI   \n",
       "5               NI              NI         NI         NI   \n",
       "6               NI              NI         NI         NI   \n",
       "7               NI              NI         NI         NI   \n",
       "8               NI              NI         NI         NI   \n",
       "9               NI              NI         NI         NI   \n",
       "10              NI              NI         NI         NI   \n",
       "11              NI              NI         NI         NI   \n",
       "12              NI              NI         NI         NI   \n",
       "13              NI              NI         NI         NI   \n",
       "14              NI              NI         NI         NI   \n",
       "15              NI              NI         NI         NI   \n",
       "16              NI              NI         NI         NI   \n",
       "17              NI              NI         NI         NI   \n",
       "18              NI              NI         NI         NI   \n",
       "19              NI              NI         NI         NI   \n",
       "20              NI              NI         NI         NI   \n",
       "21              NI              NI         NI         NI   \n",
       "22              NI              NI         NI         NI   \n",
       "23              NI              NI         NI         NI   \n",
       "24              NI              NI         NI         NI   \n",
       "25              NI              NI         NI         NI   \n",
       "26              NI              NI         NI         NI   \n",
       "27              NI              NI         NI         NI   \n",
       "28              NI              NI         NI         NI   \n",
       "29              NI              NI         NI         NI   \n",
       "...            ...             ...        ...        ...   \n",
       "900688          NI              NI         NI         NI   \n",
       "900689          NI              NI         NI         NI   \n",
       "900690          NI              NI         NI         NI   \n",
       "900691          NI              NI         NI         NI   \n",
       "900692          NI              NI         NI         NI   \n",
       "900693          NI              NI         NI         NI   \n",
       "900694          NI              NI         NI         NI   \n",
       "900695          NI              NI         NI         NI   \n",
       "900696          NI              NI         NI         NI   \n",
       "900697          NI              NI         NI         NI   \n",
       "900698          NI              NI         NI         NI   \n",
       "900699          NI              NI         NI         NI   \n",
       "900700          NI              NI         NI         NI   \n",
       "900701          NI              NI         NI         NI   \n",
       "900702          NI              NI         NI         NI   \n",
       "900703          NI              NI         NI         NI   \n",
       "900704          NI              NI         NI         NI   \n",
       "900705          NI              NI         NI         NI   \n",
       "900706          NI              NI         NI         NI   \n",
       "900707          NI              NI         NI         NI   \n",
       "900708          NI              NI         NI         NI   \n",
       "900709          NI              NI         NI         NI   \n",
       "900710          NI              NI         NI         NI   \n",
       "900711          NI              NI         NI         NI   \n",
       "900712          NI              NI         NI         NI   \n",
       "900713          NI              NI         NI         NI   \n",
       "900714          NI              NI         NI         NI   \n",
       "900715          NI              NI         NI         NI   \n",
       "900716          NI              NI         NI         NI   \n",
       "900717          NI              NI         NI         NI   \n",
       "\n",
       "                       chave_curso  CURSO_PARA  GRAU_PARA_DF  ID_CURSO_PARA  \n",
       "0             GastronomiaTecnólogo          NI            NI            NaN  \n",
       "1             GastronomiaTecnólogo          NI            NI            NaN  \n",
       "2             GastronomiaTecnólogo          NI            NI            NaN  \n",
       "3             GastronomiaTecnólogo          NI            NI            NaN  \n",
       "4             GastronomiaTecnólogo          NI            NI            NaN  \n",
       "5             GastronomiaTecnólogo          NI            NI            NaN  \n",
       "6             GastronomiaTecnólogo          NI            NI            NaN  \n",
       "7             GastronomiaTecnólogo          NI            NI            NaN  \n",
       "8             GastronomiaTecnólogo          NI            NI            NaN  \n",
       "9             GastronomiaTecnólogo          NI            NI            NaN  \n",
       "10            GastronomiaTecnólogo          NI            NI            NaN  \n",
       "11            GastronomiaTecnólogo          NI            NI            NaN  \n",
       "12            GastronomiaTecnólogo          NI            NI            NaN  \n",
       "13            GastronomiaTecnólogo          NI            NI            NaN  \n",
       "14            GastronomiaTecnólogo          NI            NI            NaN  \n",
       "15            GastronomiaTecnólogo          NI            NI            NaN  \n",
       "16            GastronomiaTecnólogo          NI            NI            NaN  \n",
       "17            GastronomiaTecnólogo          NI            NI            NaN  \n",
       "18            GastronomiaTecnólogo          NI            NI            NaN  \n",
       "19            GastronomiaTecnólogo          NI            NI            NaN  \n",
       "20            GastronomiaTecnólogo          NI            NI            NaN  \n",
       "21            GastronomiaTecnólogo          NI            NI            NaN  \n",
       "22            GastronomiaTecnólogo          NI            NI            NaN  \n",
       "23            GastronomiaTecnólogo          NI            NI            NaN  \n",
       "24            GastronomiaTecnólogo          NI            NI            NaN  \n",
       "25            GastronomiaTecnólogo          NI            NI            NaN  \n",
       "26            GastronomiaTecnólogo          NI            NI            NaN  \n",
       "27            GastronomiaTecnólogo          NI            NI            NaN  \n",
       "28      Gestão Ambiental Tecnólogo          NI            NI            NaN  \n",
       "29      Gestão Ambiental Tecnólogo          NI            NI            NaN  \n",
       "...                            ...         ...           ...            ...  \n",
       "900688                         NaN          NI            NI            NaN  \n",
       "900689                         NaN          NI            NI            NaN  \n",
       "900690                         NaN          NI            NI            NaN  \n",
       "900691                         NaN          NI            NI            NaN  \n",
       "900692                         NaN          NI            NI            NaN  \n",
       "900693                         NaN          NI            NI            NaN  \n",
       "900694                         NaN          NI            NI            NaN  \n",
       "900695                         NaN          NI            NI            NaN  \n",
       "900696                         NaN          NI            NI            NaN  \n",
       "900697                         NaN          NI            NI            NaN  \n",
       "900698                         NaN          NI            NI            NaN  \n",
       "900699                         NaN          NI            NI            NaN  \n",
       "900700                         NaN          NI            NI            NaN  \n",
       "900701                         NaN          NI            NI            NaN  \n",
       "900702                         NaN          NI            NI            NaN  \n",
       "900703                         NaN          NI            NI            NaN  \n",
       "900704                         NaN          NI            NI            NaN  \n",
       "900705                         NaN          NI            NI            NaN  \n",
       "900706                         NaN          NI            NI            NaN  \n",
       "900707                         NaN          NI            NI            NaN  \n",
       "900708                         NaN          NI            NI            NaN  \n",
       "900709                         NaN          NI            NI            NaN  \n",
       "900710                         NaN          NI            NI            NaN  \n",
       "900711                         NaN          NI            NI            NaN  \n",
       "900712                         NaN          NI            NI            NaN  \n",
       "900713                         NaN          NI            NI            NaN  \n",
       "900714                         NaN          NI            NI            NaN  \n",
       "900715                         NaN          NI            NI            NaN  \n",
       "900716                         NaN          NI            NI            NaN  \n",
       "900717                         NaN          NI            NI            NaN  \n",
       "\n",
       "[900718 rows x 60 columns]"
      ]
     },
     "execution_count": 71,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rft[\"GRAU_PARA\"].fillna(\"NI\", inplace = True) \n",
    "rft.rename(index=str, columns={\"GRAU_PARA\": \"GRAU_PARA_DF\"})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID</th>\n",
       "      <th>DT_DATE</th>\n",
       "      <th>DS_IES_SIGLE</th>\n",
       "      <th>DS_COURSE_ID</th>\n",
       "      <th>DS_COUSER_NAME</th>\n",
       "      <th>DS_COURSE_MODALITY</th>\n",
       "      <th>DS_COURSE_DEGREE</th>\n",
       "      <th>DS_STATE_ID</th>\n",
       "      <th>DS_STATE_NAME</th>\n",
       "      <th>DS_CITY_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>PARA_Plano_Pagto</th>\n",
       "      <th>chave_cuf</th>\n",
       "      <th>CIDADE_PARA</th>\n",
       "      <th>NOME_LOCAL_PARA</th>\n",
       "      <th>GRUPO_PARA</th>\n",
       "      <th>MARCA_PARA</th>\n",
       "      <th>chave_curso</th>\n",
       "      <th>CURSO_PARA</th>\n",
       "      <th>GRAU_PARA</th>\n",
       "      <th>ID_CURSO_PARA_DF</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>19488453</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>BA</td>\n",
       "      <td>BA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSalvador  BASalvador</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>19488454</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RS</td>\n",
       "      <td>RS</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSanta Cruz do Sul  RSSanta...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>19488455</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PA</td>\n",
       "      <td>PA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSantarem  PASantarem</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>19488456</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSanto André  SPSanto André</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>19488457</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSantos  SPSantos</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>19488458</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Carlos  SPSão Carlos</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>19488459</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RO</td>\n",
       "      <td>RO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Francisco do Guaporé  ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>19488460</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão José do Rio Preto  SPS...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>19488461</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão José dos Campos  SPSão...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>19488462</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MA</td>\n",
       "      <td>MA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Luís  MASão Luís</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>19488463</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RO</td>\n",
       "      <td>RO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Miguel do Guaporé  ROS...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>19488464</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Miguel Paulista  SPSão...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>19488465</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Paulo  SPSão Paulo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>19488466</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>Presencial</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSão Paulo  SPSão Paulo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>19488467</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PE</td>\n",
       "      <td>PE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSerra Talhada  PESerra Tal...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>19488468</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MT</td>\n",
       "      <td>MT</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSinop  MTSinop</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>19488469</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>CE</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSobral  CESobral</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>19488470</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SP</td>\n",
       "      <td>SP</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOSorocaba  SPSorocaba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>19488471</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>AM</td>\n",
       "      <td>AM</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTabatinga  AMTabatinga</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>19488472</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>DF</td>\n",
       "      <td>DF</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTaguatinga  DFTaguatinga</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>19488473</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>Presencial</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>DF</td>\n",
       "      <td>DF</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTaguatinga  DFTaguatinga</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>19488474</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>PI</td>\n",
       "      <td>PI</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOTeresina  PITeresina</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>19488475</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MG</td>\n",
       "      <td>MG</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOUberaba  MGUberaba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>19488476</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>MG</td>\n",
       "      <td>MG</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOUberlândia  MGUberlândia</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>19488477</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RO</td>\n",
       "      <td>RO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVilhena  ROVilhena</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>19488478</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>ES</td>\n",
       "      <td>ES</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVitória  ESVitória</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>19488479</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>BA</td>\n",
       "      <td>BA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVitória da Conquista  BAVi...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>19488480</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>141</td>\n",
       "      <td>Gastronomia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>RJ</td>\n",
       "      <td>RJ</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOVolta Redonda  RJVolta Red...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>GastronomiaTecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>19488481</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>26</td>\n",
       "      <td>Gestão Ambiental</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>GO</td>\n",
       "      <td>GO</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOAnápolis  GOAnápolis</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>Gestão Ambiental Tecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>19488482</td>\n",
       "      <td>2019-02-01</td>\n",
       "      <td>CLARETIANO</td>\n",
       "      <td>26</td>\n",
       "      <td>Gestão Ambiental</td>\n",
       "      <td>EAD</td>\n",
       "      <td>Tecnólogo</td>\n",
       "      <td>SE</td>\n",
       "      <td>SE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>CLARETIANOCLARETIANOAracaju  SEAracaju</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>Gestão Ambiental Tecnólogo</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900688</th>\n",
       "      <td>19943850</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Marketing Digital</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900689</th>\n",
       "      <td>19943851</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Segurança Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900690</th>\n",
       "      <td>19943852</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Sistemas para Internet</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900691</th>\n",
       "      <td>19943853</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Administração</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900692</th>\n",
       "      <td>19943854</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Ciências Contábeis</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900693</th>\n",
       "      <td>19943855</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Educação Física</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900694</th>\n",
       "      <td>19943856</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Letras - Português e Inglês</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900695</th>\n",
       "      <td>19943857</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Pedagogia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900696</th>\n",
       "      <td>19943858</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Comercial</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900697</th>\n",
       "      <td>19943859</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão de Recursos Humanos</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900698</th>\n",
       "      <td>19943860</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Financeira</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900699</th>\n",
       "      <td>19943861</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900700</th>\n",
       "      <td>19943862</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Marketing Digital</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900701</th>\n",
       "      <td>19943863</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Segurança Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900702</th>\n",
       "      <td>19943864</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Sistemas para Internet</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900703</th>\n",
       "      <td>19943865</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Administração</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900704</th>\n",
       "      <td>19943866</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Ciências Contábeis</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900705</th>\n",
       "      <td>19943867</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Educação Física</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900706</th>\n",
       "      <td>19943868</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Letras - Português e Inglês</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900707</th>\n",
       "      <td>19943869</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Pedagogia</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900708</th>\n",
       "      <td>19943870</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Comercial</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900709</th>\n",
       "      <td>19943871</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão de Recursos Humanos</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900710</th>\n",
       "      <td>19943872</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Financeira</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900711</th>\n",
       "      <td>19943873</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Gestão Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900712</th>\n",
       "      <td>19943874</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Marketing Digital</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900713</th>\n",
       "      <td>19943875</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Segurança Pública</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900714</th>\n",
       "      <td>19943876</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Tecnólogo em Sistemas para Internet</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900715</th>\n",
       "      <td>19943877</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Administração</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Caetité - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900716</th>\n",
       "      <td>19943878</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Ciências Contábeis</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Caetité - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900717</th>\n",
       "      <td>19943879</td>\n",
       "      <td>2019-02-04</td>\n",
       "      <td>UNIBTA</td>\n",
       "      <td>None</td>\n",
       "      <td>Educação Física</td>\n",
       "      <td>EAD</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>CE</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NI</td>\n",
       "      <td>UNIBTAUNIBTAUbatãCEPolo Caetité - Centro</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "      <td>NI</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>900718 rows × 60 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              ID    DT_DATE DS_IES_SIGLE DS_COURSE_ID  \\\n",
       "0       19488453 2019-02-01   CLARETIANO          141   \n",
       "1       19488454 2019-02-01   CLARETIANO          141   \n",
       "2       19488455 2019-02-01   CLARETIANO          141   \n",
       "3       19488456 2019-02-01   CLARETIANO          141   \n",
       "4       19488457 2019-02-01   CLARETIANO          141   \n",
       "5       19488458 2019-02-01   CLARETIANO          141   \n",
       "6       19488459 2019-02-01   CLARETIANO          141   \n",
       "7       19488460 2019-02-01   CLARETIANO          141   \n",
       "8       19488461 2019-02-01   CLARETIANO          141   \n",
       "9       19488462 2019-02-01   CLARETIANO          141   \n",
       "10      19488463 2019-02-01   CLARETIANO          141   \n",
       "11      19488464 2019-02-01   CLARETIANO          141   \n",
       "12      19488465 2019-02-01   CLARETIANO          141   \n",
       "13      19488466 2019-02-01   CLARETIANO          141   \n",
       "14      19488467 2019-02-01   CLARETIANO          141   \n",
       "15      19488468 2019-02-01   CLARETIANO          141   \n",
       "16      19488469 2019-02-01   CLARETIANO          141   \n",
       "17      19488470 2019-02-01   CLARETIANO          141   \n",
       "18      19488471 2019-02-01   CLARETIANO          141   \n",
       "19      19488472 2019-02-01   CLARETIANO          141   \n",
       "20      19488473 2019-02-01   CLARETIANO          141   \n",
       "21      19488474 2019-02-01   CLARETIANO          141   \n",
       "22      19488475 2019-02-01   CLARETIANO          141   \n",
       "23      19488476 2019-02-01   CLARETIANO          141   \n",
       "24      19488477 2019-02-01   CLARETIANO          141   \n",
       "25      19488478 2019-02-01   CLARETIANO          141   \n",
       "26      19488479 2019-02-01   CLARETIANO          141   \n",
       "27      19488480 2019-02-01   CLARETIANO          141   \n",
       "28      19488481 2019-02-01   CLARETIANO           26   \n",
       "29      19488482 2019-02-01   CLARETIANO           26   \n",
       "...          ...        ...          ...          ...   \n",
       "900688  19943850 2019-02-04       UNIBTA         None   \n",
       "900689  19943851 2019-02-04       UNIBTA         None   \n",
       "900690  19943852 2019-02-04       UNIBTA         None   \n",
       "900691  19943853 2019-02-04       UNIBTA         None   \n",
       "900692  19943854 2019-02-04       UNIBTA         None   \n",
       "900693  19943855 2019-02-04       UNIBTA         None   \n",
       "900694  19943856 2019-02-04       UNIBTA         None   \n",
       "900695  19943857 2019-02-04       UNIBTA         None   \n",
       "900696  19943858 2019-02-04       UNIBTA         None   \n",
       "900697  19943859 2019-02-04       UNIBTA         None   \n",
       "900698  19943860 2019-02-04       UNIBTA         None   \n",
       "900699  19943861 2019-02-04       UNIBTA         None   \n",
       "900700  19943862 2019-02-04       UNIBTA         None   \n",
       "900701  19943863 2019-02-04       UNIBTA         None   \n",
       "900702  19943864 2019-02-04       UNIBTA         None   \n",
       "900703  19943865 2019-02-04       UNIBTA         None   \n",
       "900704  19943866 2019-02-04       UNIBTA         None   \n",
       "900705  19943867 2019-02-04       UNIBTA         None   \n",
       "900706  19943868 2019-02-04       UNIBTA         None   \n",
       "900707  19943869 2019-02-04       UNIBTA         None   \n",
       "900708  19943870 2019-02-04       UNIBTA         None   \n",
       "900709  19943871 2019-02-04       UNIBTA         None   \n",
       "900710  19943872 2019-02-04       UNIBTA         None   \n",
       "900711  19943873 2019-02-04       UNIBTA         None   \n",
       "900712  19943874 2019-02-04       UNIBTA         None   \n",
       "900713  19943875 2019-02-04       UNIBTA         None   \n",
       "900714  19943876 2019-02-04       UNIBTA         None   \n",
       "900715  19943877 2019-02-04       UNIBTA         None   \n",
       "900716  19943878 2019-02-04       UNIBTA         None   \n",
       "900717  19943879 2019-02-04       UNIBTA         None   \n",
       "\n",
       "                                 DS_COUSER_NAME DS_COURSE_MODALITY  \\\n",
       "0                                   Gastronomia                EAD   \n",
       "1                                   Gastronomia                EAD   \n",
       "2                                   Gastronomia                EAD   \n",
       "3                                   Gastronomia                EAD   \n",
       "4                                   Gastronomia                EAD   \n",
       "5                                   Gastronomia                EAD   \n",
       "6                                   Gastronomia                EAD   \n",
       "7                                   Gastronomia                EAD   \n",
       "8                                   Gastronomia                EAD   \n",
       "9                                   Gastronomia                EAD   \n",
       "10                                  Gastronomia                EAD   \n",
       "11                                  Gastronomia                EAD   \n",
       "12                                  Gastronomia                EAD   \n",
       "13                                  Gastronomia         Presencial   \n",
       "14                                  Gastronomia                EAD   \n",
       "15                                  Gastronomia                EAD   \n",
       "16                                  Gastronomia                EAD   \n",
       "17                                  Gastronomia                EAD   \n",
       "18                                  Gastronomia                EAD   \n",
       "19                                  Gastronomia                EAD   \n",
       "20                                  Gastronomia         Presencial   \n",
       "21                                  Gastronomia                EAD   \n",
       "22                                  Gastronomia                EAD   \n",
       "23                                  Gastronomia                EAD   \n",
       "24                                  Gastronomia                EAD   \n",
       "25                                  Gastronomia                EAD   \n",
       "26                                  Gastronomia                EAD   \n",
       "27                                  Gastronomia                EAD   \n",
       "28                            Gestão Ambiental                 EAD   \n",
       "29                            Gestão Ambiental                 EAD   \n",
       "...                                         ...                ...   \n",
       "900688           Tecnólogo em Marketing Digital                EAD   \n",
       "900689           Tecnólogo em Segurança Pública                EAD   \n",
       "900690      Tecnólogo em Sistemas para Internet                EAD   \n",
       "900691                            Administração                EAD   \n",
       "900692                       Ciências Contábeis                EAD   \n",
       "900693                          Educação Física                EAD   \n",
       "900694              Letras - Português e Inglês                EAD   \n",
       "900695                                Pedagogia                EAD   \n",
       "900696            Tecnólogo em Gestão Comercial                EAD   \n",
       "900697  Tecnólogo em Gestão de Recursos Humanos                EAD   \n",
       "900698           Tecnólogo em Gestão Financeira                EAD   \n",
       "900699              Tecnólogo em Gestão Pública                EAD   \n",
       "900700           Tecnólogo em Marketing Digital                EAD   \n",
       "900701           Tecnólogo em Segurança Pública                EAD   \n",
       "900702      Tecnólogo em Sistemas para Internet                EAD   \n",
       "900703                            Administração                EAD   \n",
       "900704                       Ciências Contábeis                EAD   \n",
       "900705                          Educação Física                EAD   \n",
       "900706              Letras - Português e Inglês                EAD   \n",
       "900707                                Pedagogia                EAD   \n",
       "900708            Tecnólogo em Gestão Comercial                EAD   \n",
       "900709  Tecnólogo em Gestão de Recursos Humanos                EAD   \n",
       "900710           Tecnólogo em Gestão Financeira                EAD   \n",
       "900711              Tecnólogo em Gestão Pública                EAD   \n",
       "900712           Tecnólogo em Marketing Digital                EAD   \n",
       "900713           Tecnólogo em Segurança Pública                EAD   \n",
       "900714      Tecnólogo em Sistemas para Internet                EAD   \n",
       "900715                            Administração                EAD   \n",
       "900716                       Ciências Contábeis                EAD   \n",
       "900717                          Educação Física                EAD   \n",
       "\n",
       "       DS_COURSE_DEGREE DS_STATE_ID DS_STATE_NAME DS_CITY_ID  \\\n",
       "0             Tecnólogo          BA            BA       None   \n",
       "1             Tecnólogo          RS            RS       None   \n",
       "2             Tecnólogo          PA            PA       None   \n",
       "3             Tecnólogo          SP            SP       None   \n",
       "4             Tecnólogo          SP            SP       None   \n",
       "5             Tecnólogo          SP            SP       None   \n",
       "6             Tecnólogo          RO            RO       None   \n",
       "7             Tecnólogo          SP            SP       None   \n",
       "8             Tecnólogo          SP            SP       None   \n",
       "9             Tecnólogo          MA            MA       None   \n",
       "10            Tecnólogo          RO            RO       None   \n",
       "11            Tecnólogo          SP            SP       None   \n",
       "12            Tecnólogo          SP            SP       None   \n",
       "13            Tecnólogo          SP            SP       None   \n",
       "14            Tecnólogo          PE            PE       None   \n",
       "15            Tecnólogo          MT            MT       None   \n",
       "16            Tecnólogo          CE            CE       None   \n",
       "17            Tecnólogo          SP            SP       None   \n",
       "18            Tecnólogo          AM            AM       None   \n",
       "19            Tecnólogo          DF            DF       None   \n",
       "20            Tecnólogo          DF            DF       None   \n",
       "21            Tecnólogo          PI            PI       None   \n",
       "22            Tecnólogo          MG            MG       None   \n",
       "23            Tecnólogo          MG            MG       None   \n",
       "24            Tecnólogo          RO            RO       None   \n",
       "25            Tecnólogo          ES            ES       None   \n",
       "26            Tecnólogo          BA            BA       None   \n",
       "27            Tecnólogo          RJ            RJ       None   \n",
       "28            Tecnólogo          GO            GO       None   \n",
       "29            Tecnólogo          SE            SE       None   \n",
       "...                 ...         ...           ...        ...   \n",
       "900688             None        None            CE       None   \n",
       "900689             None        None            CE       None   \n",
       "900690             None        None            CE       None   \n",
       "900691             None        None            CE       None   \n",
       "900692             None        None            CE       None   \n",
       "900693             None        None            CE       None   \n",
       "900694             None        None            CE       None   \n",
       "900695             None        None            CE       None   \n",
       "900696             None        None            CE       None   \n",
       "900697             None        None            CE       None   \n",
       "900698             None        None            CE       None   \n",
       "900699             None        None            CE       None   \n",
       "900700             None        None            CE       None   \n",
       "900701             None        None            CE       None   \n",
       "900702             None        None            CE       None   \n",
       "900703             None        None            CE       None   \n",
       "900704             None        None            CE       None   \n",
       "900705             None        None            CE       None   \n",
       "900706             None        None            CE       None   \n",
       "900707             None        None            CE       None   \n",
       "900708             None        None            CE       None   \n",
       "900709             None        None            CE       None   \n",
       "900710             None        None            CE       None   \n",
       "900711             None        None            CE       None   \n",
       "900712             None        None            CE       None   \n",
       "900713             None        None            CE       None   \n",
       "900714             None        None            CE       None   \n",
       "900715             None        None            CE       None   \n",
       "900716             None        None            CE       None   \n",
       "900717             None        None            CE       None   \n",
       "\n",
       "              ...        PARA_Plano_Pagto  \\\n",
       "0             ...                      NI   \n",
       "1             ...                      NI   \n",
       "2             ...                      NI   \n",
       "3             ...                      NI   \n",
       "4             ...                      NI   \n",
       "5             ...                      NI   \n",
       "6             ...                      NI   \n",
       "7             ...                      NI   \n",
       "8             ...                      NI   \n",
       "9             ...                      NI   \n",
       "10            ...                      NI   \n",
       "11            ...                      NI   \n",
       "12            ...                      NI   \n",
       "13            ...                      NI   \n",
       "14            ...                      NI   \n",
       "15            ...                      NI   \n",
       "16            ...                      NI   \n",
       "17            ...                      NI   \n",
       "18            ...                      NI   \n",
       "19            ...                      NI   \n",
       "20            ...                      NI   \n",
       "21            ...                      NI   \n",
       "22            ...                      NI   \n",
       "23            ...                      NI   \n",
       "24            ...                      NI   \n",
       "25            ...                      NI   \n",
       "26            ...                      NI   \n",
       "27            ...                      NI   \n",
       "28            ...                      NI   \n",
       "29            ...                      NI   \n",
       "...           ...                     ...   \n",
       "900688        ...                      NI   \n",
       "900689        ...                      NI   \n",
       "900690        ...                      NI   \n",
       "900691        ...                      NI   \n",
       "900692        ...                      NI   \n",
       "900693        ...                      NI   \n",
       "900694        ...                      NI   \n",
       "900695        ...                      NI   \n",
       "900696        ...                      NI   \n",
       "900697        ...                      NI   \n",
       "900698        ...                      NI   \n",
       "900699        ...                      NI   \n",
       "900700        ...                      NI   \n",
       "900701        ...                      NI   \n",
       "900702        ...                      NI   \n",
       "900703        ...                      NI   \n",
       "900704        ...                      NI   \n",
       "900705        ...                      NI   \n",
       "900706        ...                      NI   \n",
       "900707        ...                      NI   \n",
       "900708        ...                      NI   \n",
       "900709        ...                      NI   \n",
       "900710        ...                      NI   \n",
       "900711        ...                      NI   \n",
       "900712        ...                      NI   \n",
       "900713        ...                      NI   \n",
       "900714        ...                      NI   \n",
       "900715        ...                      NI   \n",
       "900716        ...                      NI   \n",
       "900717        ...                      NI   \n",
       "\n",
       "                                                chave_cuf CIDADE_PARA  \\\n",
       "0               CLARETIANOCLARETIANOSalvador  BASalvador           NI   \n",
       "1       CLARETIANOCLARETIANOSanta Cruz do Sul  RSSanta...          NI   \n",
       "2               CLARETIANOCLARETIANOSantarem  PASantarem           NI   \n",
       "3         CLARETIANOCLARETIANOSanto André  SPSanto André           NI   \n",
       "4                   CLARETIANOCLARETIANOSantos  SPSantos           NI   \n",
       "5           CLARETIANOCLARETIANOSão Carlos  SPSão Carlos           NI   \n",
       "6       CLARETIANOCLARETIANOSão Francisco do Guaporé  ...          NI   \n",
       "7       CLARETIANOCLARETIANOSão José do Rio Preto  SPS...          NI   \n",
       "8       CLARETIANOCLARETIANOSão José dos Campos  SPSão...          NI   \n",
       "9               CLARETIANOCLARETIANOSão Luís  MASão Luís           NI   \n",
       "10      CLARETIANOCLARETIANOSão Miguel do Guaporé  ROS...          NI   \n",
       "11      CLARETIANOCLARETIANOSão Miguel Paulista  SPSão...          NI   \n",
       "12            CLARETIANOCLARETIANOSão Paulo  SPSão Paulo           NI   \n",
       "13            CLARETIANOCLARETIANOSão Paulo  SPSão Paulo           NI   \n",
       "14      CLARETIANOCLARETIANOSerra Talhada  PESerra Tal...          NI   \n",
       "15                    CLARETIANOCLARETIANOSinop  MTSinop           NI   \n",
       "16                  CLARETIANOCLARETIANOSobral  CESobral           NI   \n",
       "17              CLARETIANOCLARETIANOSorocaba  SPSorocaba           NI   \n",
       "18            CLARETIANOCLARETIANOTabatinga  AMTabatinga           NI   \n",
       "19          CLARETIANOCLARETIANOTaguatinga  DFTaguatinga           NI   \n",
       "20          CLARETIANOCLARETIANOTaguatinga  DFTaguatinga           NI   \n",
       "21              CLARETIANOCLARETIANOTeresina  PITeresina           NI   \n",
       "22                CLARETIANOCLARETIANOUberaba  MGUberaba           NI   \n",
       "23          CLARETIANOCLARETIANOUberlândia  MGUberlândia           NI   \n",
       "24                CLARETIANOCLARETIANOVilhena  ROVilhena           NI   \n",
       "25                CLARETIANOCLARETIANOVitória  ESVitória           NI   \n",
       "26      CLARETIANOCLARETIANOVitória da Conquista  BAVi...          NI   \n",
       "27      CLARETIANOCLARETIANOVolta Redonda  RJVolta Red...          NI   \n",
       "28              CLARETIANOCLARETIANOAnápolis  GOAnápolis           NI   \n",
       "29                CLARETIANOCLARETIANOAracaju  SEAracaju           NI   \n",
       "...                                                   ...         ...   \n",
       "900688  UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...          NI   \n",
       "900689  UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...          NI   \n",
       "900690  UNIBTAUNIBTASalvadorCEPolo Feira de Santana - ...          NI   \n",
       "900691       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba          NI   \n",
       "900692       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba          NI   \n",
       "900693       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba          NI   \n",
       "900694       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba          NI   \n",
       "900695       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba          NI   \n",
       "900696       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba          NI   \n",
       "900697       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba          NI   \n",
       "900698       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba          NI   \n",
       "900699       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba          NI   \n",
       "900700       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba          NI   \n",
       "900701       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba          NI   \n",
       "900702       UNIBTAUNIBTASalvadorCEPolo Salvador - Pituba          NI   \n",
       "900703         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro          NI   \n",
       "900704         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro          NI   \n",
       "900705         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro          NI   \n",
       "900706         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro          NI   \n",
       "900707         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro          NI   \n",
       "900708         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro          NI   \n",
       "900709         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro          NI   \n",
       "900710         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro          NI   \n",
       "900711         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro          NI   \n",
       "900712         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro          NI   \n",
       "900713         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro          NI   \n",
       "900714         UNIBTAUNIBTAUbatãCEPolo Barreiras - Centro          NI   \n",
       "900715           UNIBTAUNIBTAUbatãCEPolo Caetité - Centro          NI   \n",
       "900716           UNIBTAUNIBTAUbatãCEPolo Caetité - Centro          NI   \n",
       "900717           UNIBTAUNIBTAUbatãCEPolo Caetité - Centro          NI   \n",
       "\n",
       "       NOME_LOCAL_PARA GRUPO_PARA MARCA_PARA                 chave_curso  \\\n",
       "0                   NI         NI         NI        GastronomiaTecnólogo   \n",
       "1                   NI         NI         NI        GastronomiaTecnólogo   \n",
       "2                   NI         NI         NI        GastronomiaTecnólogo   \n",
       "3                   NI         NI         NI        GastronomiaTecnólogo   \n",
       "4                   NI         NI         NI        GastronomiaTecnólogo   \n",
       "5                   NI         NI         NI        GastronomiaTecnólogo   \n",
       "6                   NI         NI         NI        GastronomiaTecnólogo   \n",
       "7                   NI         NI         NI        GastronomiaTecnólogo   \n",
       "8                   NI         NI         NI        GastronomiaTecnólogo   \n",
       "9                   NI         NI         NI        GastronomiaTecnólogo   \n",
       "10                  NI         NI         NI        GastronomiaTecnólogo   \n",
       "11                  NI         NI         NI        GastronomiaTecnólogo   \n",
       "12                  NI         NI         NI        GastronomiaTecnólogo   \n",
       "13                  NI         NI         NI        GastronomiaTecnólogo   \n",
       "14                  NI         NI         NI        GastronomiaTecnólogo   \n",
       "15                  NI         NI         NI        GastronomiaTecnólogo   \n",
       "16                  NI         NI         NI        GastronomiaTecnólogo   \n",
       "17                  NI         NI         NI        GastronomiaTecnólogo   \n",
       "18                  NI         NI         NI        GastronomiaTecnólogo   \n",
       "19                  NI         NI         NI        GastronomiaTecnólogo   \n",
       "20                  NI         NI         NI        GastronomiaTecnólogo   \n",
       "21                  NI         NI         NI        GastronomiaTecnólogo   \n",
       "22                  NI         NI         NI        GastronomiaTecnólogo   \n",
       "23                  NI         NI         NI        GastronomiaTecnólogo   \n",
       "24                  NI         NI         NI        GastronomiaTecnólogo   \n",
       "25                  NI         NI         NI        GastronomiaTecnólogo   \n",
       "26                  NI         NI         NI        GastronomiaTecnólogo   \n",
       "27                  NI         NI         NI        GastronomiaTecnólogo   \n",
       "28                  NI         NI         NI  Gestão Ambiental Tecnólogo   \n",
       "29                  NI         NI         NI  Gestão Ambiental Tecnólogo   \n",
       "...                ...        ...        ...                         ...   \n",
       "900688              NI         NI         NI                         NaN   \n",
       "900689              NI         NI         NI                         NaN   \n",
       "900690              NI         NI         NI                         NaN   \n",
       "900691              NI         NI         NI                         NaN   \n",
       "900692              NI         NI         NI                         NaN   \n",
       "900693              NI         NI         NI                         NaN   \n",
       "900694              NI         NI         NI                         NaN   \n",
       "900695              NI         NI         NI                         NaN   \n",
       "900696              NI         NI         NI                         NaN   \n",
       "900697              NI         NI         NI                         NaN   \n",
       "900698              NI         NI         NI                         NaN   \n",
       "900699              NI         NI         NI                         NaN   \n",
       "900700              NI         NI         NI                         NaN   \n",
       "900701              NI         NI         NI                         NaN   \n",
       "900702              NI         NI         NI                         NaN   \n",
       "900703              NI         NI         NI                         NaN   \n",
       "900704              NI         NI         NI                         NaN   \n",
       "900705              NI         NI         NI                         NaN   \n",
       "900706              NI         NI         NI                         NaN   \n",
       "900707              NI         NI         NI                         NaN   \n",
       "900708              NI         NI         NI                         NaN   \n",
       "900709              NI         NI         NI                         NaN   \n",
       "900710              NI         NI         NI                         NaN   \n",
       "900711              NI         NI         NI                         NaN   \n",
       "900712              NI         NI         NI                         NaN   \n",
       "900713              NI         NI         NI                         NaN   \n",
       "900714              NI         NI         NI                         NaN   \n",
       "900715              NI         NI         NI                         NaN   \n",
       "900716              NI         NI         NI                         NaN   \n",
       "900717              NI         NI         NI                         NaN   \n",
       "\n",
       "        CURSO_PARA  GRAU_PARA  ID_CURSO_PARA_DF  \n",
       "0               NI         NI                NI  \n",
       "1               NI         NI                NI  \n",
       "2               NI         NI                NI  \n",
       "3               NI         NI                NI  \n",
       "4               NI         NI                NI  \n",
       "5               NI         NI                NI  \n",
       "6               NI         NI                NI  \n",
       "7               NI         NI                NI  \n",
       "8               NI         NI                NI  \n",
       "9               NI         NI                NI  \n",
       "10              NI         NI                NI  \n",
       "11              NI         NI                NI  \n",
       "12              NI         NI                NI  \n",
       "13              NI         NI                NI  \n",
       "14              NI         NI                NI  \n",
       "15              NI         NI                NI  \n",
       "16              NI         NI                NI  \n",
       "17              NI         NI                NI  \n",
       "18              NI         NI                NI  \n",
       "19              NI         NI                NI  \n",
       "20              NI         NI                NI  \n",
       "21              NI         NI                NI  \n",
       "22              NI         NI                NI  \n",
       "23              NI         NI                NI  \n",
       "24              NI         NI                NI  \n",
       "25              NI         NI                NI  \n",
       "26              NI         NI                NI  \n",
       "27              NI         NI                NI  \n",
       "28              NI         NI                NI  \n",
       "29              NI         NI                NI  \n",
       "...            ...        ...               ...  \n",
       "900688          NI         NI                NI  \n",
       "900689          NI         NI                NI  \n",
       "900690          NI         NI                NI  \n",
       "900691          NI         NI                NI  \n",
       "900692          NI         NI                NI  \n",
       "900693          NI         NI                NI  \n",
       "900694          NI         NI                NI  \n",
       "900695          NI         NI                NI  \n",
       "900696          NI         NI                NI  \n",
       "900697          NI         NI                NI  \n",
       "900698          NI         NI                NI  \n",
       "900699          NI         NI                NI  \n",
       "900700          NI         NI                NI  \n",
       "900701          NI         NI                NI  \n",
       "900702          NI         NI                NI  \n",
       "900703          NI         NI                NI  \n",
       "900704          NI         NI                NI  \n",
       "900705          NI         NI                NI  \n",
       "900706          NI         NI                NI  \n",
       "900707          NI         NI                NI  \n",
       "900708          NI         NI                NI  \n",
       "900709          NI         NI                NI  \n",
       "900710          NI         NI                NI  \n",
       "900711          NI         NI                NI  \n",
       "900712          NI         NI                NI  \n",
       "900713          NI         NI                NI  \n",
       "900714          NI         NI                NI  \n",
       "900715          NI         NI                NI  \n",
       "900716          NI         NI                NI  \n",
       "900717          NI         NI                NI  \n",
       "\n",
       "[900718 rows x 60 columns]"
      ]
     },
     "execution_count": 72,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rft[\"ID_CURSO_PARA\"].fillna(\"NI\", inplace = True) \n",
    "rft.rename(index=str, columns={\"ID_CURSO_PARA\": \"ID_CURSO_PARA_DF\"})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<b>conexão postgreSQL</b><p>\n",
    "Host: pricing.cfefnwtyvvt2.us-east-1.rds.amazonaws.com<p>\n",
    "Port: 5432<p>\n",
    "Database: pricing<p>\n",
    "User: kroton_pricing<p>\n",
    "Pass: krt8s0F4<p>\n",
    "Schema: kroton_pricing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Conexão ao Redshift - postgres\n",
    "import pandas_redshift as pr\n",
    "def to_redshift():\n",
    "    pr.connect_to_redshift(dbname = 'pricing',\n",
    "                        host  = 'pricing.cfefnwtyvvt2.us-east-1.rds.amazonaws.com',\n",
    "                        port  = '5432',\n",
    "                        user  = 'kroton_pricing',\n",
    "                        password = 'krt8s0F4')\n",
    "    print('Connect to RedShift')\n",
    "    return pr.redshift_to_pandas('select * from kroton_pricing.bd_ccr')\n",
    "#data = pr.redshift_to_pandas('select * from db_ccr')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Connect to RedShift\n"
     ]
    }
   ],
   "source": [
    "df_conn = to_redshift()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    .dataframe tbody tr th:only-of-type {\n",
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       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>zona_influencia</th>\n",
       "      <th>cidade_uf</th>\n",
       "      <th>grupo</th>\n",
       "      <th>marca</th>\n",
       "      <th>modalidade</th>\n",
       "      <th>curso</th>\n",
       "      <th>turno</th>\n",
       "      <th>grau</th>\n",
       "      <th>unidade</th>\n",
       "      <th>...</th>\n",
       "      <th>ult_vs_1a</th>\n",
       "      <th>perc_ult_vs_1a</th>\n",
       "      <th>ult_vs_penult</th>\n",
       "      <th>perc_ult_vs_penult</th>\n",
       "      <th>primeira_medicao</th>\n",
       "      <th>penultima</th>\n",
       "      <th>ultima</th>\n",
       "      <th>origem</th>\n",
       "      <th>data_penultima</th>\n",
       "      <th>data_ultima</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>SAO PAULO/SP</td>\n",
       "      <td>SAO PAULO/SP</td>\n",
       "      <td>FAJ</td>\n",
       "      <td>FAJ</td>\n",
       "      <td>EAD</td>\n",
       "      <td>ARQUITETURA E URBANISMO</td>\n",
       "      <td>100% ONLINE</td>\n",
       "      <td>BACHARELADO</td>\n",
       "      <td>DEFAULT</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.000</td>\n",
       "      <td>675.0</td>\n",
       "      <td>675.0</td>\n",
       "      <td>675.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>SAO PAULO/SP</td>\n",
       "      <td>SAO PAULO/SP</td>\n",
       "      <td>FAJ</td>\n",
       "      <td>FAJ</td>\n",
       "      <td>EAD</td>\n",
       "      <td>FARMACIA</td>\n",
       "      <td>100% ONLINE</td>\n",
       "      <td>BACHARELADO</td>\n",
       "      <td>DEFAULT</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.000</td>\n",
       "      <td>675.0</td>\n",
       "      <td>675.0</td>\n",
       "      <td>675.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>BRASILIA/DF</td>\n",
       "      <td>BRASILIA/DF</td>\n",
       "      <td>IESB</td>\n",
       "      <td>IESB</td>\n",
       "      <td>EAD</td>\n",
       "      <td>BIOMEDICINA</td>\n",
       "      <td>100% ONLINE</td>\n",
       "      <td>BACHARELADO</td>\n",
       "      <td>DEFAULT</td>\n",
       "      <td>...</td>\n",
       "      <td>10.0</td>\n",
       "      <td>-0.135</td>\n",
       "      <td>10.0</td>\n",
       "      <td>-0.135</td>\n",
       "      <td>681.3</td>\n",
       "      <td>681.3</td>\n",
       "      <td>589.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>BRASILIA/DF</td>\n",
       "      <td>BRASILIA/DF</td>\n",
       "      <td>IESB</td>\n",
       "      <td>IESB</td>\n",
       "      <td>EAD</td>\n",
       "      <td>ENGENHARIA CIVIL</td>\n",
       "      <td>100% ONLINE</td>\n",
       "      <td>BACHARELADO</td>\n",
       "      <td>DEFAULT</td>\n",
       "      <td>...</td>\n",
       "      <td>10.0</td>\n",
       "      <td>-0.153</td>\n",
       "      <td>10.0</td>\n",
       "      <td>-0.153</td>\n",
       "      <td>695.3</td>\n",
       "      <td>695.3</td>\n",
       "      <td>589.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>BRASILIA/DF</td>\n",
       "      <td>BRASILIA/DF</td>\n",
       "      <td>IESB</td>\n",
       "      <td>IESB</td>\n",
       "      <td>EAD</td>\n",
       "      <td>ENGENHARIA DE PRODUCAO</td>\n",
       "      <td>100% ONLINE</td>\n",
       "      <td>BACHARELADO</td>\n",
       "      <td>DEFAULT</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>589.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>589.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 21 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   id zona_influencia     cidade_uf grupo marca modalidade  \\\n",
       "0   1    SAO PAULO/SP  SAO PAULO/SP   FAJ   FAJ        EAD   \n",
       "1   2    SAO PAULO/SP  SAO PAULO/SP   FAJ   FAJ        EAD   \n",
       "2   3     BRASILIA/DF   BRASILIA/DF  IESB  IESB        EAD   \n",
       "3   4     BRASILIA/DF   BRASILIA/DF  IESB  IESB        EAD   \n",
       "4   5     BRASILIA/DF   BRASILIA/DF  IESB  IESB        EAD   \n",
       "\n",
       "                     curso        turno         grau  unidade     ...      \\\n",
       "0  ARQUITETURA E URBANISMO  100% ONLINE  BACHARELADO  DEFAULT     ...       \n",
       "1                 FARMACIA  100% ONLINE  BACHARELADO  DEFAULT     ...       \n",
       "2              BIOMEDICINA  100% ONLINE  BACHARELADO  DEFAULT     ...       \n",
       "3         ENGENHARIA CIVIL  100% ONLINE  BACHARELADO  DEFAULT     ...       \n",
       "4   ENGENHARIA DE PRODUCAO  100% ONLINE  BACHARELADO  DEFAULT     ...       \n",
       "\n",
       "  ult_vs_1a  perc_ult_vs_1a  ult_vs_penult  perc_ult_vs_penult  \\\n",
       "0       NaN           0.000            NaN               0.000   \n",
       "1       NaN           0.000            NaN               0.000   \n",
       "2      10.0          -0.135           10.0              -0.135   \n",
       "3      10.0          -0.153           10.0              -0.153   \n",
       "4       NaN           0.000            NaN                 NaN   \n",
       "\n",
       "   primeira_medicao  penultima  ultima  origem data_penultima data_ultima  \n",
       "0             675.0      675.0   675.0    None           None        None  \n",
       "1             675.0      675.0   675.0    None           None        None  \n",
       "2             681.3      681.3   589.0    None           None        None  \n",
       "3             695.3      695.3   589.0    None           None        None  \n",
       "4             589.0        NaN   589.0    None           None        None  \n",
       "\n",
       "[5 rows x 21 columns]"
      ]
     },
     "execution_count": 75,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_conn.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {},
   "outputs": [],
   "source": [
    "def to_redshift(data_frame):\n",
    "    #date_str =data_base.strftime('%Y/%m/%d')\n",
    "    print('connect_to_redshift')\n",
    "    pr.connect_to_redshift(dbname = 'pricing',\n",
    "                        host  = 'pricing.cfefnwtyvvt2.us-east-1.rds.amazonaws.com',\n",
    "                        port  = '5432',\n",
    "                        user  = 'kroton_pricing',\n",
    "                        password = 'krt8s0F4')\n",
    "    print('connect_to_s3')\n",
    "    pr.connect_to_s3(aws_access_key_id=\"AKIAILQVO2DJQHRLFLQQ\",\n",
    "                     aws_secret_access_key=\"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\",\n",
    "                     bucket=\"kroton-analytics\",\n",
    "                     subdirectory=\"raw/uploads/esteira\"\n",
    "                     )\n",
    "    print('pandas_to_redshift')\n",
    "    pr.pandas_to_redshift(data_frame=data_frame,\n",
    "                          ##columns_data_types = ['real_mes' float64, 'real_ano_anterior' float64, 'acumulado_ano' float64, 'meta_ano' float64],\n",
    "                          ##column_data_types=['VARCHAR(250)','DATE','VARCHAR(250)','VARCHAR(250)','VARCHAR(250)','VARCHAR(250)','VARCHAR(250)','VARCHAR(250)','VARCHAR(250)','VARCHAR(250)','VARCHAR(250)','FLOAT','FLOAT','FLOAT','FLOAT'],\n",
    "                          index=False,\n",
    "                          ##column_data_types = None,\n",
    "                          redshift_table_name='kroton_pricing.tb_dev_bd_ccr',\n",
    "                          append = True)\n",
    "    return print('fim save_to_redshift')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#export do dataframe para Redshift\n",
    "to_redshift(rft)"
   ]
  }
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