pandas-basics.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "#importing package for data analysis\n",
    "\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "#dataset downloaded from http://build.kiva.org (900MB)\n",
    "\n",
    "# reading .csv file to 10000 rows with pandas as a dataframe\n",
    "df = pd.read_csv(\"kiva_data/loans.csv\", nrows=10000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>LOAN_ID</th>\n",
       "      <th>LOAN_NAME</th>\n",
       "      <th>ORIGINAL_LANGUAGE</th>\n",
       "      <th>DESCRIPTION</th>\n",
       "      <th>DESCRIPTION_TRANSLATED</th>\n",
       "      <th>FUNDED_AMOUNT</th>\n",
       "      <th>LOAN_AMOUNT</th>\n",
       "      <th>STATUS</th>\n",
       "      <th>IMAGE_ID</th>\n",
       "      <th>VIDEO_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>LENDER_TERM</th>\n",
       "      <th>NUM_LENDERS_TOTAL</th>\n",
       "      <th>NUM_JOURNAL_ENTRIES</th>\n",
       "      <th>NUM_BULK_ENTRIES</th>\n",
       "      <th>TAGS</th>\n",
       "      <th>BORROWER_NAMES</th>\n",
       "      <th>BORROWER_GENDERS</th>\n",
       "      <th>BORROWER_PICTURED</th>\n",
       "      <th>REPAYMENT_INTERVAL</th>\n",
       "      <th>DISTRIBUTION_MODEL</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>657307</td>\n",
       "      <td>Aivy</td>\n",
       "      <td>English</td>\n",
       "      <td>Aivy, 21 years of age, is single and lives in ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>125</td>\n",
       "      <td>125</td>\n",
       "      <td>funded</td>\n",
       "      <td>1511246</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Aivy</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>657259</td>\n",
       "      <td>Idalia Marizza</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Doña Idalia, esta casada, tiene 57 años de eda...</td>\n",
       "      <td>Idalia, 57, is married and lives with her husb...</td>\n",
       "      <td>400</td>\n",
       "      <td>400</td>\n",
       "      <td>funded</td>\n",
       "      <td>1507947</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>11</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Idalia Marizza</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>658010</td>\n",
       "      <td>Aasia</td>\n",
       "      <td>English</td>\n",
       "      <td>Aasia is a 45-year-old married lady and she ha...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>400</td>\n",
       "      <td>400</td>\n",
       "      <td>funded</td>\n",
       "      <td>1512245</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>16</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>#Woman Owned Biz, #Supporting Family, user_fav...</td>\n",
       "      <td>Aasia</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>659347</td>\n",
       "      <td>Gulmira</td>\n",
       "      <td>Russian</td>\n",
       "      <td>Гулмире 36 лет, замужем, вместе с супругом вос...</td>\n",
       "      <td>Gulmira is 36 years old and married.  She and ...</td>\n",
       "      <td>625</td>\n",
       "      <td>625</td>\n",
       "      <td>funded</td>\n",
       "      <td>1514419</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>21</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>user_favorite</td>\n",
       "      <td>Gulmira</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>656933</td>\n",
       "      <td>Ricky\\t</td>\n",
       "      <td>English</td>\n",
       "      <td>Ricky is a farmer who currently cultivates his...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>425</td>\n",
       "      <td>425</td>\n",
       "      <td>funded</td>\n",
       "      <td>1506830</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>15</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>#Animals, #Eco-friendly, #Sustainable Ag</td>\n",
       "      <td>Ricky\\t</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 34 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   LOAN_ID       LOAN_NAME ORIGINAL_LANGUAGE  \\\n",
       "0   657307            Aivy           English   \n",
       "1   657259  Idalia Marizza           Spanish   \n",
       "2   658010           Aasia           English   \n",
       "3   659347         Gulmira           Russian   \n",
       "4   656933         Ricky\\t           English   \n",
       "\n",
       "                                         DESCRIPTION  \\\n",
       "0  Aivy, 21 years of age, is single and lives in ...   \n",
       "1  Doña Idalia, esta casada, tiene 57 años de eda...   \n",
       "2  Aasia is a 45-year-old married lady and she ha...   \n",
       "3  Гулмире 36 лет, замужем, вместе с супругом вос...   \n",
       "4  Ricky is a farmer who currently cultivates his...   \n",
       "\n",
       "                              DESCRIPTION_TRANSLATED  FUNDED_AMOUNT  \\\n",
       "0                                                NaN            125   \n",
       "1  Idalia, 57, is married and lives with her husb...            400   \n",
       "2                                                NaN            400   \n",
       "3  Gulmira is 36 years old and married.  She and ...            625   \n",
       "4                                                NaN            425   \n",
       "\n",
       "   LOAN_AMOUNT  STATUS  IMAGE_ID  VIDEO_ID         ...         LENDER_TERM  \\\n",
       "0          125  funded   1511246       NaN         ...                   7   \n",
       "1          400  funded   1507947       NaN         ...                   8   \n",
       "2          400  funded   1512245       NaN         ...                  14   \n",
       "3          625  funded   1514419       NaN         ...                  14   \n",
       "4          425  funded   1506830       NaN         ...                   7   \n",
       "\n",
       "  NUM_LENDERS_TOTAL NUM_JOURNAL_ENTRIES NUM_BULK_ENTRIES  \\\n",
       "0                 3                   2                1   \n",
       "1                11                   2                1   \n",
       "2                16                   2                1   \n",
       "3                21                   2                1   \n",
       "4                15                   2                1   \n",
       "\n",
       "                                                TAGS  BORROWER_NAMES  \\\n",
       "0                                                NaN            Aivy   \n",
       "1                                                NaN  Idalia Marizza   \n",
       "2  #Woman Owned Biz, #Supporting Family, user_fav...           Aasia   \n",
       "3                                      user_favorite         Gulmira   \n",
       "4           #Animals, #Eco-friendly, #Sustainable Ag         Ricky\\t   \n",
       "\n",
       "  BORROWER_GENDERS  BORROWER_PICTURED REPAYMENT_INTERVAL  DISTRIBUTION_MODEL  \n",
       "0           female               true          irregular       field_partner  \n",
       "1           female               true            monthly       field_partner  \n",
       "2           female               true            monthly       field_partner  \n",
       "3           female               true            monthly       field_partner  \n",
       "4             male               true             bullet       field_partner  \n",
       "\n",
       "[5 rows x 34 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# shows the first five rows of the dataframe\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0              Aivy\n",
       "1    Idalia Marizza\n",
       "2             Aasia\n",
       "3           Gulmira\n",
       "4           Ricky\\t\n",
       "Name: LOAN_NAME, dtype: object"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# shows the first five rows of the column \"LOAN_NAME\"\n",
    "df[\"LOAN_NAME\"].head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>LOAN_NAME</th>\n",
       "      <th>LOAN_AMOUNT</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Aivy</td>\n",
       "      <td>125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Idalia Marizza</td>\n",
       "      <td>400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Aasia</td>\n",
       "      <td>400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Gulmira</td>\n",
       "      <td>625</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Ricky\\t</td>\n",
       "      <td>425</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        LOAN_NAME  LOAN_AMOUNT\n",
       "0            Aivy          125\n",
       "1  Idalia Marizza          400\n",
       "2           Aasia          400\n",
       "3         Gulmira          625\n",
       "4         Ricky\\t          425"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# shows the first five rows of the columns \"LOAN_NAME\" and LOAN_AMOUNT\"\n",
    "df[[\"LOAN_NAME\", \"LOAN_AMOUNT\"]].head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>LOAN_ID</th>\n",
       "      <th>LOAN_NAME</th>\n",
       "      <th>ORIGINAL_LANGUAGE</th>\n",
       "      <th>DESCRIPTION</th>\n",
       "      <th>DESCRIPTION_TRANSLATED</th>\n",
       "      <th>FUNDED_AMOUNT</th>\n",
       "      <th>LOAN_AMOUNT</th>\n",
       "      <th>STATUS</th>\n",
       "      <th>IMAGE_ID</th>\n",
       "      <th>VIDEO_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>LENDER_TERM</th>\n",
       "      <th>NUM_LENDERS_TOTAL</th>\n",
       "      <th>NUM_JOURNAL_ENTRIES</th>\n",
       "      <th>NUM_BULK_ENTRIES</th>\n",
       "      <th>TAGS</th>\n",
       "      <th>BORROWER_NAMES</th>\n",
       "      <th>BORROWER_GENDERS</th>\n",
       "      <th>BORROWER_PICTURED</th>\n",
       "      <th>REPAYMENT_INTERVAL</th>\n",
       "      <th>DISTRIBUTION_MODEL</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>9995</th>\n",
       "      <td>996964</td>\n",
       "      <td>Pauline's Group</td>\n",
       "      <td>English</td>\n",
       "      <td>Pauline is a 42-year-old, proud mother of six ...</td>\n",
       "      <td>Pauline is a 42-year-old, proud mother of six ...</td>\n",
       "      <td>350</td>\n",
       "      <td>350</td>\n",
       "      <td>funded</td>\n",
       "      <td>2056827</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>11</td>\n",
       "      <td>14</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Elizabeth, Monica, Pauline, Geoffrey, Amos W, ...</td>\n",
       "      <td>female, female, female, male, male, female, fe...</td>\n",
       "      <td>true, true, true, true, true, true, true, true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9996</th>\n",
       "      <td>997380</td>\n",
       "      <td>Amivi massanvi</td>\n",
       "      <td>French</td>\n",
       "      <td>\\nMariée et mère de deux enfants, Amivi est un...</td>\n",
       "      <td>The married mother of two, Amivi is 33 years o...</td>\n",
       "      <td>150</td>\n",
       "      <td>150</td>\n",
       "      <td>funded</td>\n",
       "      <td>2057466</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Amivi massanvi</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9997</th>\n",
       "      <td>997880</td>\n",
       "      <td>Mariamu</td>\n",
       "      <td>English</td>\n",
       "      <td>Mariamu is 27 years old, and she is currently ...</td>\n",
       "      <td>Mariamu is 27 years old, and she is currently ...</td>\n",
       "      <td>950</td>\n",
       "      <td>950</td>\n",
       "      <td>funded</td>\n",
       "      <td>2058492</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>10</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>user_favorite</td>\n",
       "      <td>Mariamu</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9998</th>\n",
       "      <td>993127</td>\n",
       "      <td>ESTELITA</td>\n",
       "      <td>English</td>\n",
       "      <td>Estelita is 52 years old with one child with h...</td>\n",
       "      <td>Estelita is 52 years old with one child with h...</td>\n",
       "      <td>650</td>\n",
       "      <td>650</td>\n",
       "      <td>funded</td>\n",
       "      <td>2049652</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>24</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ESTELITA</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9999</th>\n",
       "      <td>998830</td>\n",
       "      <td>WELMINCE</td>\n",
       "      <td>English</td>\n",
       "      <td>Welmince is a 34-year-old woman married to Ale...</td>\n",
       "      <td>Welmince is a 34-year-old woman married to Ale...</td>\n",
       "      <td>225</td>\n",
       "      <td>225</td>\n",
       "      <td>funded</td>\n",
       "      <td>2060159</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WELMINCE</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 34 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      LOAN_ID        LOAN_NAME ORIGINAL_LANGUAGE  \\\n",
       "9995   996964  Pauline's Group           English   \n",
       "9996   997380   Amivi massanvi            French   \n",
       "9997   997880          Mariamu           English   \n",
       "9998   993127         ESTELITA           English   \n",
       "9999   998830         WELMINCE           English   \n",
       "\n",
       "                                            DESCRIPTION  \\\n",
       "9995  Pauline is a 42-year-old, proud mother of six ...   \n",
       "9996  \\nMariée et mère de deux enfants, Amivi est un...   \n",
       "9997  Mariamu is 27 years old, and she is currently ...   \n",
       "9998  Estelita is 52 years old with one child with h...   \n",
       "9999  Welmince is a 34-year-old woman married to Ale...   \n",
       "\n",
       "                                 DESCRIPTION_TRANSLATED  FUNDED_AMOUNT  \\\n",
       "9995  Pauline is a 42-year-old, proud mother of six ...            350   \n",
       "9996  The married mother of two, Amivi is 33 years o...            150   \n",
       "9997  Mariamu is 27 years old, and she is currently ...            950   \n",
       "9998  Estelita is 52 years old with one child with h...            650   \n",
       "9999  Welmince is a 34-year-old woman married to Ale...            225   \n",
       "\n",
       "      LOAN_AMOUNT  STATUS  IMAGE_ID  VIDEO_ID         ...         LENDER_TERM  \\\n",
       "9995          350  funded   2056827       NaN         ...                  11   \n",
       "9996          150  funded   2057466       NaN         ...                   7   \n",
       "9997          950  funded   2058492       NaN         ...                  14   \n",
       "9998          650  funded   2049652       NaN         ...                   7   \n",
       "9999          225  funded   2060159       NaN         ...                  14   \n",
       "\n",
       "     NUM_LENDERS_TOTAL NUM_JOURNAL_ENTRIES NUM_BULK_ENTRIES           TAGS  \\\n",
       "9995                14                   2                2            NaN   \n",
       "9996                 5                   1                1            NaN   \n",
       "9997                10                   2                1  user_favorite   \n",
       "9998                24                   1                1            NaN   \n",
       "9999                 6                   1                1            NaN   \n",
       "\n",
       "                                         BORROWER_NAMES  \\\n",
       "9995  Elizabeth, Monica, Pauline, Geoffrey, Amos W, ...   \n",
       "9996                                     Amivi massanvi   \n",
       "9997                                            Mariamu   \n",
       "9998                                           ESTELITA   \n",
       "9999                                           WELMINCE   \n",
       "\n",
       "                                       BORROWER_GENDERS  \\\n",
       "9995  female, female, female, male, male, female, fe...   \n",
       "9996                                             female   \n",
       "9997                                             female   \n",
       "9998                                             female   \n",
       "9999                                             female   \n",
       "\n",
       "                                   BORROWER_PICTURED REPAYMENT_INTERVAL  \\\n",
       "9995  true, true, true, true, true, true, true, true             bullet   \n",
       "9996                                            true          irregular   \n",
       "9997                                            true            monthly   \n",
       "9998                                            true          irregular   \n",
       "9999                                            true          irregular   \n",
       "\n",
       "      DISTRIBUTION_MODEL  \n",
       "9995       field_partner  \n",
       "9996       field_partner  \n",
       "9997       field_partner  \n",
       "9998       field_partner  \n",
       "9999       field_partner  \n",
       "\n",
       "[5 rows x 34 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# shows the last five rows of the dataframe\n",
    "df.tail()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "9995    350\n",
       "9996    150\n",
       "9997    950\n",
       "9998    650\n",
       "9999    225\n",
       "Name: LOAN_AMOUNT, dtype: float64"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# shows the last five rows of the column \"LOAN_AMOUNT\"\n",
    "df[\"LOAN_AMOUNT\"].tail()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(10000, 34)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# returns the number of rows and columns of the dataframe\n",
    "df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['LOAN_ID', 'LOAN_NAME', 'ORIGINAL_LANGUAGE', 'DESCRIPTION',\n",
       "       'DESCRIPTION_TRANSLATED', 'FUNDED_AMOUNT', 'LOAN_AMOUNT', 'STATUS',\n",
       "       'IMAGE_ID', 'VIDEO_ID', 'ACTIVITY_NAME', 'SECTOR_NAME', 'LOAN_USE',\n",
       "       'COUNTRY_CODE', 'COUNTRY_NAME', 'TOWN_NAME', 'CURRENCY_POLICY',\n",
       "       'CURRENCY_EXCHANGE_COVERAGE_RATE', 'CURRENCY', 'PARTNER_ID',\n",
       "       'POSTED_TIME', 'PLANNED_EXPIRATION_TIME', 'DISBURSE_TIME',\n",
       "       'RAISED_TIME', 'LENDER_TERM', 'NUM_LENDERS_TOTAL',\n",
       "       'NUM_JOURNAL_ENTRIES', 'NUM_BULK_ENTRIES', 'TAGS', 'BORROWER_NAMES',\n",
       "       'BORROWER_GENDERS', 'BORROWER_PICTURED', 'REPAYMENT_INTERVAL',\n",
       "       'DISTRIBUTION_MODEL'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#returns the list of features in the columns of the dataframe\n",
    "df.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Int64Index([   0,    1,    2,    3,    4,    5,    6,    7,    8,    9,\n",
       "            ...\n",
       "            9990, 9991, 9992, 9993, 9994, 9995, 9996, 9997, 9998, 9999],\n",
       "           dtype='int64', length=10000)"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#returns the dataframe indices \n",
    "df.index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "LOAN_ID                              int64\n",
       "LOAN_NAME                           object\n",
       "ORIGINAL_LANGUAGE                   object\n",
       "DESCRIPTION                         object\n",
       "DESCRIPTION_TRANSLATED              object\n",
       "FUNDED_AMOUNT                      float64\n",
       "LOAN_AMOUNT                        float64\n",
       "STATUS                              object\n",
       "IMAGE_ID                           float64\n",
       "VIDEO_ID                           float64\n",
       "ACTIVITY_NAME                       object\n",
       "SECTOR_NAME                         object\n",
       "LOAN_USE                            object\n",
       "COUNTRY_CODE                        object\n",
       "COUNTRY_NAME                        object\n",
       "TOWN_NAME                           object\n",
       "CURRENCY_POLICY                     object\n",
       "CURRENCY_EXCHANGE_COVERAGE_RATE    float64\n",
       "CURRENCY                            object\n",
       "PARTNER_ID                         float64\n",
       "POSTED_TIME                         object\n",
       "PLANNED_EXPIRATION_TIME             object\n",
       "DISBURSE_TIME                       object\n",
       "RAISED_TIME                         object\n",
       "LENDER_TERM                          int64\n",
       "NUM_LENDERS_TOTAL                    int64\n",
       "NUM_JOURNAL_ENTRIES                  int64\n",
       "NUM_BULK_ENTRIES                     int64\n",
       "TAGS                                object\n",
       "BORROWER_NAMES                      object\n",
       "BORROWER_GENDERS                    object\n",
       "BORROWER_PICTURED                   object\n",
       "REPAYMENT_INTERVAL                  object\n",
       "DISTRIBUTION_MODEL                  object\n",
       "dtype: object"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#returns the columns with its corresponding data type\n",
    "df.dtypes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>LOAN_ID</th>\n",
       "      <th>FUNDED_AMOUNT</th>\n",
       "      <th>LOAN_AMOUNT</th>\n",
       "      <th>IMAGE_ID</th>\n",
       "      <th>VIDEO_ID</th>\n",
       "      <th>CURRENCY_EXCHANGE_COVERAGE_RATE</th>\n",
       "      <th>PARTNER_ID</th>\n",
       "      <th>LENDER_TERM</th>\n",
       "      <th>NUM_LENDERS_TOTAL</th>\n",
       "      <th>NUM_JOURNAL_ENTRIES</th>\n",
       "      <th>NUM_BULK_ENTRIES</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>10000.000000</td>\n",
       "      <td>10000.000000</td>\n",
       "      <td>10000.000000</td>\n",
       "      <td>9708.000000</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>8688.000000</td>\n",
       "      <td>9991.000000</td>\n",
       "      <td>10000.000000</td>\n",
       "      <td>10000.000000</td>\n",
       "      <td>10000.000000</td>\n",
       "      <td>10000.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>760193.890600</td>\n",
       "      <td>817.972500</td>\n",
       "      <td>847.772500</td>\n",
       "      <td>1654891.958282</td>\n",
       "      <td>2698.500000</td>\n",
       "      <td>0.102256</td>\n",
       "      <td>157.928436</td>\n",
       "      <td>13.449900</td>\n",
       "      <td>23.317200</td>\n",
       "      <td>1.476600</td>\n",
       "      <td>1.117700</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>331920.043411</td>\n",
       "      <td>997.736613</td>\n",
       "      <td>1027.239382</td>\n",
       "      <td>552096.233630</td>\n",
       "      <td>154.856385</td>\n",
       "      <td>0.014850</td>\n",
       "      <td>82.203166</td>\n",
       "      <td>8.074107</td>\n",
       "      <td>27.574645</td>\n",
       "      <td>0.905723</td>\n",
       "      <td>0.426691</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>251305.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>50.000000</td>\n",
       "      <td>558710.000000</td>\n",
       "      <td>2589.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>9.000000</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>529849.500000</td>\n",
       "      <td>275.000000</td>\n",
       "      <td>300.000000</td>\n",
       "      <td>1292571.500000</td>\n",
       "      <td>2643.750000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>119.000000</td>\n",
       "      <td>8.000000</td>\n",
       "      <td>8.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>629981.500000</td>\n",
       "      <td>500.000000</td>\n",
       "      <td>500.000000</td>\n",
       "      <td>1465208.500000</td>\n",
       "      <td>2698.500000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>145.000000</td>\n",
       "      <td>13.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>996190.000000</td>\n",
       "      <td>975.000000</td>\n",
       "      <td>1000.000000</td>\n",
       "      <td>2059590.750000</td>\n",
       "      <td>2753.250000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>182.000000</td>\n",
       "      <td>14.000000</td>\n",
       "      <td>28.000000</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>1444070.000000</td>\n",
       "      <td>15450.000000</td>\n",
       "      <td>15450.000000</td>\n",
       "      <td>2732239.000000</td>\n",
       "      <td>2808.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>507.000000</td>\n",
       "      <td>122.000000</td>\n",
       "      <td>483.000000</td>\n",
       "      <td>18.000000</td>\n",
       "      <td>10.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              LOAN_ID  FUNDED_AMOUNT   LOAN_AMOUNT        IMAGE_ID  \\\n",
       "count    10000.000000   10000.000000  10000.000000     9708.000000   \n",
       "mean    760193.890600     817.972500    847.772500  1654891.958282   \n",
       "std     331920.043411     997.736613   1027.239382   552096.233630   \n",
       "min     251305.000000       0.000000     50.000000   558710.000000   \n",
       "25%     529849.500000     275.000000    300.000000  1292571.500000   \n",
       "50%     629981.500000     500.000000    500.000000  1465208.500000   \n",
       "75%     996190.000000     975.000000   1000.000000  2059590.750000   \n",
       "max    1444070.000000   15450.000000  15450.000000  2732239.000000   \n",
       "\n",
       "          VIDEO_ID  CURRENCY_EXCHANGE_COVERAGE_RATE   PARTNER_ID  \\\n",
       "count     2.000000                      8688.000000  9991.000000   \n",
       "mean   2698.500000                         0.102256   157.928436   \n",
       "std     154.856385                         0.014850    82.203166   \n",
       "min    2589.000000                         0.100000     9.000000   \n",
       "25%    2643.750000                         0.100000   119.000000   \n",
       "50%    2698.500000                         0.100000   145.000000   \n",
       "75%    2753.250000                         0.100000   182.000000   \n",
       "max    2808.000000                         0.200000   507.000000   \n",
       "\n",
       "        LENDER_TERM  NUM_LENDERS_TOTAL  NUM_JOURNAL_ENTRIES  NUM_BULK_ENTRIES  \n",
       "count  10000.000000       10000.000000         10000.000000      10000.000000  \n",
       "mean      13.449900          23.317200             1.476600          1.117700  \n",
       "std        8.074107          27.574645             0.905723          0.426691  \n",
       "min        2.000000           0.000000             1.000000          1.000000  \n",
       "25%        8.000000           8.000000             1.000000          1.000000  \n",
       "50%       13.000000          15.000000             1.000000          1.000000  \n",
       "75%       14.000000          28.000000             2.000000          1.000000  \n",
       "max      122.000000         483.000000            18.000000         10.000000  "
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#returns a table with useful info about the data: number of active rows in each column\n",
    "#mean value of each column, etc.\n",
    "df.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "10000\n",
      "15450.0\n",
      "847.7725\n"
     ]
    }
   ],
   "source": [
    "# returns the number of active rows in the column \"LOAN_AMOUNT\"\n",
    "print (len(df['LOAN_AMOUNT']))\n",
    "\n",
    "# returns the maximum value in the column \"FUNDED_AMOUNT\"\n",
    "print (max(df[\"FUNDED_AMOUNT\"]))\n",
    "\n",
    "#returns the mean value in the column \"LOAN_AMOUNT\"\n",
    "print (df[\"LOAN_AMOUNT\"].mean())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "250      531\n",
       "300      467\n",
       "200      435\n",
       "500      388\n",
       "225      369\n",
       "400      338\n",
       "600      321\n",
       "1000     300\n",
       "125      293\n",
       "325      290\n",
       "375      278\n",
       "350      277\n",
       "275      259\n",
       "175      259\n",
       "450      225\n",
       "475      221\n",
       "425      206\n",
       "150      186\n",
       "575      164\n",
       "700      152\n",
       "625      146\n",
       "800      140\n",
       "525      130\n",
       "1500     126\n",
       "750      116\n",
       "650      113\n",
       "100      110\n",
       "725      102\n",
       "550      102\n",
       "775       96\n",
       "        ... \n",
       "6175       1\n",
       "6150       1\n",
       "3650       1\n",
       "3850       1\n",
       "3950       1\n",
       "4100       1\n",
       "4325       1\n",
       "4425       1\n",
       "4475       1\n",
       "4675       1\n",
       "4700       1\n",
       "4775       1\n",
       "4850       1\n",
       "5025       1\n",
       "5075       1\n",
       "5200       1\n",
       "5250       1\n",
       "5300       1\n",
       "5375       1\n",
       "5550       1\n",
       "5600       1\n",
       "5625       1\n",
       "5675       1\n",
       "5700       1\n",
       "5750       1\n",
       "5875       1\n",
       "6050       1\n",
       "6075       1\n",
       "6125       1\n",
       "15450      1\n",
       "Name: LOAN_AMOUNT, dtype: int64"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#returns the number of coincidences of the values in the column \"LOAN_AMOUNT\"\n",
    "df[\"LOAN_AMOUNT\"].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>LOAN_ID</th>\n",
       "      <th>LOAN_NAME</th>\n",
       "      <th>ORIGINAL_LANGUAGE</th>\n",
       "      <th>DESCRIPTION</th>\n",
       "      <th>DESCRIPTION_TRANSLATED</th>\n",
       "      <th>FUNDED_AMOUNT</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>657307</td>\n",
       "      <td>Aivy</td>\n",
       "      <td>English</td>\n",
       "      <td>Aivy, 21 years of age, is single and lives in ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>657259</td>\n",
       "      <td>Idalia Marizza</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Doña Idalia, esta casada, tiene 57 años de eda...</td>\n",
       "      <td>Idalia, 57, is married and lives with her husb...</td>\n",
       "      <td>400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>658010</td>\n",
       "      <td>Aasia</td>\n",
       "      <td>English</td>\n",
       "      <td>Aasia is a 45-year-old married lady and she ha...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>659347</td>\n",
       "      <td>Gulmira</td>\n",
       "      <td>Russian</td>\n",
       "      <td>Гулмире 36 лет, замужем, вместе с супругом вос...</td>\n",
       "      <td>Gulmira is 36 years old and married.  She and ...</td>\n",
       "      <td>625</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   LOAN_ID       LOAN_NAME ORIGINAL_LANGUAGE  \\\n",
       "0   657307            Aivy           English   \n",
       "1   657259  Idalia Marizza           Spanish   \n",
       "2   658010           Aasia           English   \n",
       "3   659347         Gulmira           Russian   \n",
       "\n",
       "                                         DESCRIPTION  \\\n",
       "0  Aivy, 21 years of age, is single and lives in ...   \n",
       "1  Doña Idalia, esta casada, tiene 57 años de eda...   \n",
       "2  Aasia is a 45-year-old married lady and she ha...   \n",
       "3  Гулмире 36 лет, замужем, вместе с супругом вос...   \n",
       "\n",
       "                              DESCRIPTION_TRANSLATED  FUNDED_AMOUNT  \n",
       "0                                                NaN            125  \n",
       "1  Idalia, 57, is married and lives with her husb...            400  \n",
       "2                                                NaN            400  \n",
       "3  Gulmira is 36 years old and married.  She and ...            625  "
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#returns data of the rows 0 to 3 and the columns 0 to 5. iloc is used when we want to\n",
    "#specify the elements by an index\n",
    "df.iloc[0:4, :6]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>LOAN_ID</th>\n",
       "      <th>LOAN_NAME</th>\n",
       "      <th>LOAN_AMOUNT</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>657307</td>\n",
       "      <td>Aivy</td>\n",
       "      <td>125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>657259</td>\n",
       "      <td>Idalia Marizza</td>\n",
       "      <td>400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>658010</td>\n",
       "      <td>Aasia</td>\n",
       "      <td>400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>659347</td>\n",
       "      <td>Gulmira</td>\n",
       "      <td>625</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>656933</td>\n",
       "      <td>Ricky\\t</td>\n",
       "      <td>425</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   LOAN_ID       LOAN_NAME  LOAN_AMOUNT\n",
       "0   657307            Aivy          125\n",
       "1   657259  Idalia Marizza          400\n",
       "2   658010           Aasia          400\n",
       "3   659347         Gulmira          625\n",
       "4   656933         Ricky\\t          425"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#returns data of the rows 0 to 3 and the columns \"LOAN_ID\", \"LOAN_NAME\" and \"LOAN_AMOUNT\".\n",
    "#loc is used when we want to specify the elements by a label\n",
    "df.loc[0:4, [\"LOAN_ID\", \"LOAN_NAME\", \"LOAN_AMOUNT\"]]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>LOAN_ID</th>\n",
       "      <th>LOAN_NAME</th>\n",
       "      <th>ORIGINAL_LANGUAGE</th>\n",
       "      <th>DESCRIPTION</th>\n",
       "      <th>DESCRIPTION_TRANSLATED</th>\n",
       "      <th>FUNDED_AMOUNT</th>\n",
       "      <th>LOAN_AMOUNT</th>\n",
       "      <th>STATUS</th>\n",
       "      <th>IMAGE_ID</th>\n",
       "      <th>VIDEO_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>LENDER_TERM</th>\n",
       "      <th>NUM_LENDERS_TOTAL</th>\n",
       "      <th>NUM_JOURNAL_ENTRIES</th>\n",
       "      <th>NUM_BULK_ENTRIES</th>\n",
       "      <th>TAGS</th>\n",
       "      <th>BORROWER_NAMES</th>\n",
       "      <th>BORROWER_GENDERS</th>\n",
       "      <th>BORROWER_PICTURED</th>\n",
       "      <th>REPAYMENT_INTERVAL</th>\n",
       "      <th>DISTRIBUTION_MODEL</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>657307</td>\n",
       "      <td>Aivy</td>\n",
       "      <td>English</td>\n",
       "      <td>Aivy, 21 years of age, is single and lives in ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>125</td>\n",
       "      <td>125</td>\n",
       "      <td>funded</td>\n",
       "      <td>1511246</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Aivy</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>657259</td>\n",
       "      <td>Idalia Marizza</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Doña Idalia, esta casada, tiene 57 años de eda...</td>\n",
       "      <td>Idalia, 57, is married and lives with her husb...</td>\n",
       "      <td>400</td>\n",
       "      <td>400</td>\n",
       "      <td>funded</td>\n",
       "      <td>1507947</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>11</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Idalia Marizza</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>658010</td>\n",
       "      <td>Aasia</td>\n",
       "      <td>English</td>\n",
       "      <td>Aasia is a 45-year-old married lady and she ha...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>400</td>\n",
       "      <td>400</td>\n",
       "      <td>funded</td>\n",
       "      <td>1512245</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>16</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>#Woman Owned Biz, #Supporting Family, user_fav...</td>\n",
       "      <td>Aasia</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>659347</td>\n",
       "      <td>Gulmira</td>\n",
       "      <td>Russian</td>\n",
       "      <td>Гулмире 36 лет, замужем, вместе с супругом вос...</td>\n",
       "      <td>Gulmira is 36 years old and married.  She and ...</td>\n",
       "      <td>625</td>\n",
       "      <td>625</td>\n",
       "      <td>funded</td>\n",
       "      <td>1514419</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>21</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>user_favorite</td>\n",
       "      <td>Gulmira</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>656933</td>\n",
       "      <td>Ricky\\t</td>\n",
       "      <td>English</td>\n",
       "      <td>Ricky is a farmer who currently cultivates his...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>425</td>\n",
       "      <td>425</td>\n",
       "      <td>funded</td>\n",
       "      <td>1506830</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>15</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>#Animals, #Eco-friendly, #Sustainable Ag</td>\n",
       "      <td>Ricky\\t</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>659605</td>\n",
       "      <td>Gloria</td>\n",
       "      <td>English</td>\n",
       "      <td>To make a living, Gloria helps her husband wor...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>350</td>\n",
       "      <td>350</td>\n",
       "      <td>funded</td>\n",
       "      <td>1282589</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>13</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Gloria</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>660240</td>\n",
       "      <td>Elsie</td>\n",
       "      <td>English</td>\n",
       "      <td>Elsie and her husband earn well from their ban...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>125</td>\n",
       "      <td>125</td>\n",
       "      <td>funded</td>\n",
       "      <td>1515766</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Elsie</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>661601</td>\n",
       "      <td>Francisco</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Francisco, es jefe de su hogar, vive con su fa...</td>\n",
       "      <td>Francisco is the head of his household, living...</td>\n",
       "      <td>1600</td>\n",
       "      <td>1600</td>\n",
       "      <td>funded</td>\n",
       "      <td>1517749</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>26</td>\n",
       "      <td>49</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>user_favorite, #Biz Durable Asset, #Animals, #...</td>\n",
       "      <td>Francisco</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>661960</td>\n",
       "      <td>Juanita</td>\n",
       "      <td>English</td>\n",
       "      <td>Juanita is married with six children. Juanita ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>350</td>\n",
       "      <td>350</td>\n",
       "      <td>funded</td>\n",
       "      <td>1517942</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>10</td>\n",
       "      <td>13</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Juanita</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>662117</td>\n",
       "      <td>Dukure Group</td>\n",
       "      <td>French</td>\n",
       "      <td>Samia  fait partie du groupe  Dukure et  habit...</td>\n",
       "      <td>Samia, age 26, is a member of Dukure Group. Sh...</td>\n",
       "      <td>1825</td>\n",
       "      <td>1825</td>\n",
       "      <td>funded</td>\n",
       "      <td>1517599</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>10</td>\n",
       "      <td>46</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>user_favorite</td>\n",
       "      <td>Viola, Pelagie, Sonia, Godelieve</td>\n",
       "      <td>female, female, female, female</td>\n",
       "      <td>true, true, true, true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>664719</td>\n",
       "      <td>Sharon</td>\n",
       "      <td>English</td>\n",
       "      <td>As a married parent of two children, Sharon wo...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>200</td>\n",
       "      <td>200</td>\n",
       "      <td>funded</td>\n",
       "      <td>1522610</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>6</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Sharon</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>659929</td>\n",
       "      <td>Korotoumou</td>\n",
       "      <td>French</td>\n",
       "      <td>Née à Bamako, Madame KOROTOUMOU est âgée de 38...</td>\n",
       "      <td>Born in Bamako, Ms. KOROTOUMOU is a 38-years o...</td>\n",
       "      <td>950</td>\n",
       "      <td>950</td>\n",
       "      <td>funded</td>\n",
       "      <td>1515338</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>10</td>\n",
       "      <td>26</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>#Fabrics, #Woman Owned Biz, #Supporting Family</td>\n",
       "      <td>Korotoumou</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>660363</td>\n",
       "      <td>Bayarmaa</td>\n",
       "      <td>English</td>\n",
       "      <td>Bayarmaa is 39 years old and lives with her hu...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1175</td>\n",
       "      <td>1175</td>\n",
       "      <td>funded</td>\n",
       "      <td>1515926</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>26</td>\n",
       "      <td>24</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bayarmaa</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>661165</td>\n",
       "      <td>JESUS ISACC</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Jesus vive en la ciudad de Ferreñafe, tiene mu...</td>\n",
       "      <td>Jesus lives in the city of Ferreñafe.  He grea...</td>\n",
       "      <td>300</td>\n",
       "      <td>300</td>\n",
       "      <td>funded</td>\n",
       "      <td>1517108</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>10</td>\n",
       "      <td>11</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>volunteer_pick, volunteer_like, user_favorite,...</td>\n",
       "      <td>JESUS ISACC</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>661467</td>\n",
       "      <td>Shazia</td>\n",
       "      <td>English</td>\n",
       "      <td>Shazia is 27 years old and a married woman. Th...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>400</td>\n",
       "      <td>400</td>\n",
       "      <td>funded</td>\n",
       "      <td>1517364</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>10</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>#First Loan, #Biz Durable Asset</td>\n",
       "      <td>Shazia</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>664242</td>\n",
       "      <td>Letty</td>\n",
       "      <td>English</td>\n",
       "      <td>Letty is 57 years old and married with eight c...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>225</td>\n",
       "      <td>225</td>\n",
       "      <td>funded</td>\n",
       "      <td>1521800</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>9</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Letty</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>664664</td>\n",
       "      <td>Fidel Ángel</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Fidel de 56 años de edad  estudio segundo grad...</td>\n",
       "      <td>Fidel is 56 years old and studied as far as se...</td>\n",
       "      <td>1500</td>\n",
       "      <td>1500</td>\n",
       "      <td>funded</td>\n",
       "      <td>1522391</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>15</td>\n",
       "      <td>53</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Fidel Ángel</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>665129</td>\n",
       "      <td>Martha Julia</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Martha, tiene 36 años de edad, vive en unión l...</td>\n",
       "      <td>Martha is 36 years old and lives common-law wi...</td>\n",
       "      <td>125</td>\n",
       "      <td>125</td>\n",
       "      <td>funded</td>\n",
       "      <td>1520949</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Martha Julia</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>956960</td>\n",
       "      <td>Jean</td>\n",
       "      <td>English</td>\n",
       "      <td>Jean is 33 years old and married with three ch...</td>\n",
       "      <td>Jean is 33 years old and married with three ch...</td>\n",
       "      <td>375</td>\n",
       "      <td>375</td>\n",
       "      <td>funded</td>\n",
       "      <td>1992212</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>11</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Woman Owned Biz, #Schooling, #Parent</td>\n",
       "      <td>Jean</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>956996</td>\n",
       "      <td>Elizabeth</td>\n",
       "      <td>English</td>\n",
       "      <td>Elizabeth is a married woman, 61 years old wit...</td>\n",
       "      <td>Elizabeth is a married woman, 61 years old wit...</td>\n",
       "      <td>225</td>\n",
       "      <td>225</td>\n",
       "      <td>funded</td>\n",
       "      <td>1992255</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>7</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Elderly, #Woman Owned Biz</td>\n",
       "      <td>Elizabeth</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>957134</td>\n",
       "      <td>BAGH</td>\n",
       "      <td>English</td>\n",
       "      <td>Bagh is a 40-year-old woman, living with her e...</td>\n",
       "      <td>Bagh is a 40-year-old woman, living with her e...</td>\n",
       "      <td>400</td>\n",
       "      <td>400</td>\n",
       "      <td>funded</td>\n",
       "      <td>1992471</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>11</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Parent, #Biz Durable Asset</td>\n",
       "      <td>BAGH</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>955438</td>\n",
       "      <td>Dinah</td>\n",
       "      <td>English</td>\n",
       "      <td>Dinah is single and lives in Sebac, Tudela wit...</td>\n",
       "      <td>Dinah is single and lives in Sebac, Tudela wit...</td>\n",
       "      <td>650</td>\n",
       "      <td>650</td>\n",
       "      <td>funded</td>\n",
       "      <td>1990155</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>23</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Repeat Borrower, #Single, #Supporting Family,...</td>\n",
       "      <td>Dinah</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>957461</td>\n",
       "      <td>Arcelly</td>\n",
       "      <td>English</td>\n",
       "      <td>Arcelly has started a “Dry Goods” business in ...</td>\n",
       "      <td>Arcelly has started a “Dry Goods” business in ...</td>\n",
       "      <td>100</td>\n",
       "      <td>225</td>\n",
       "      <td>expired</td>\n",
       "      <td>1991613</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>12</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Parent, #Schooling, #Woman Owned Biz</td>\n",
       "      <td>Arcelly</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>958387</td>\n",
       "      <td>Hameeda</td>\n",
       "      <td>English</td>\n",
       "      <td>Hameeda is 45 years old woman, she lives in Ra...</td>\n",
       "      <td>Hameeda is 45 years old woman, she lives in Ra...</td>\n",
       "      <td>500</td>\n",
       "      <td>500</td>\n",
       "      <td>funded</td>\n",
       "      <td>1994263</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>16</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>#Fabrics, #Parent, #Woman Owned Biz, user_favo...</td>\n",
       "      <td>Hameeda</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>958688</td>\n",
       "      <td>Ketevan</td>\n",
       "      <td>English</td>\n",
       "      <td>Tamar is 45 years old. She is married and live...</td>\n",
       "      <td>Tamar is 45 years old. She is married and live...</td>\n",
       "      <td>1300</td>\n",
       "      <td>1300</td>\n",
       "      <td>funded</td>\n",
       "      <td>1994718</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>20</td>\n",
       "      <td>44</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>user_favorite, user_favorite, #Health and Sani...</td>\n",
       "      <td>Ketevan</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>959145</td>\n",
       "      <td>Melania</td>\n",
       "      <td>English</td>\n",
       "      <td>Melania works hard to support her family. Mela...</td>\n",
       "      <td>Melania works hard to support her family. Mela...</td>\n",
       "      <td>225</td>\n",
       "      <td>300</td>\n",
       "      <td>expired</td>\n",
       "      <td>1995381</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>11</td>\n",
       "      <td>6</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Elderly, #Woman Owned Biz, user_favorite</td>\n",
       "      <td>Melania</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>959457</td>\n",
       "      <td>MARIA ETELVINA</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>María de 63 años de edad, tiene 20 años de res...</td>\n",
       "      <td>María is 63 years old and has been living in h...</td>\n",
       "      <td>300</td>\n",
       "      <td>300</td>\n",
       "      <td>funded</td>\n",
       "      <td>1995758</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>11</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>volunteer_pick, volunteer_like</td>\n",
       "      <td>MARIA ETELVINA</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>959968</td>\n",
       "      <td>Stepan</td>\n",
       "      <td>English</td>\n",
       "      <td>Stepan is musician by profession, working in l...</td>\n",
       "      <td>Stepan is musician by profession, working in l...</td>\n",
       "      <td>1125</td>\n",
       "      <td>1125</td>\n",
       "      <td>funded</td>\n",
       "      <td>1996501</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>26</td>\n",
       "      <td>25</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>#Parent, user_favorite</td>\n",
       "      <td>Stepan</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>960968</td>\n",
       "      <td>Adina</td>\n",
       "      <td>Russian</td>\n",
       "      <td>Адина, 27 лет, замужем, есть дочь. Образование...</td>\n",
       "      <td>Adina is 27 years old, married, and has a daug...</td>\n",
       "      <td>2175</td>\n",
       "      <td>2175</td>\n",
       "      <td>funded</td>\n",
       "      <td>1997284</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>62</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Animals, #Parent, #Woman Owned Biz</td>\n",
       "      <td>Adina</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>961209</td>\n",
       "      <td>Letecia</td>\n",
       "      <td>English</td>\n",
       "      <td>Letecia works hard to support her family. Lete...</td>\n",
       "      <td>Letecia works hard to support her family. Lete...</td>\n",
       "      <td>450</td>\n",
       "      <td>450</td>\n",
       "      <td>funded</td>\n",
       "      <td>1998289</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>9</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Vegan, #Woman Owned Biz</td>\n",
       "      <td>Letecia</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</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>9970</th>\n",
       "      <td>631431</td>\n",
       "      <td>Anonymous Group</td>\n",
       "      <td>English</td>\n",
       "      <td>Astrida, who is in her early 40s, is married w...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2125</td>\n",
       "      <td>2125</td>\n",
       "      <td>funded</td>\n",
       "      <td>1468779</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>9</td>\n",
       "      <td>52</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>user_favorite</td>\n",
       "      <td>ROSE, MWASHABANI, SAUDA, Astrida</td>\n",
       "      <td>female, female, female, female</td>\n",
       "      <td>true, true, true, true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9971</th>\n",
       "      <td>631922</td>\n",
       "      <td>Saitua</td>\n",
       "      <td>English</td>\n",
       "      <td>Saitua is a 42-year-old married woman with sev...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1100</td>\n",
       "      <td>1100</td>\n",
       "      <td>funded</td>\n",
       "      <td>1469394</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>43</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>user_favorite, #Parent, #Vegan</td>\n",
       "      <td>Saitua</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9972</th>\n",
       "      <td>633282</td>\n",
       "      <td>Manuela</td>\n",
       "      <td>English</td>\n",
       "      <td>Manuela is 51 years old and a widow with two c...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>275</td>\n",
       "      <td>275</td>\n",
       "      <td>funded</td>\n",
       "      <td>1471391</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>11</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Manuela</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9973</th>\n",
       "      <td>633431</td>\n",
       "      <td>Joel</td>\n",
       "      <td>English</td>\n",
       "      <td>Joel is a single man; he describes himself as ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>125</td>\n",
       "      <td>125</td>\n",
       "      <td>funded</td>\n",
       "      <td>1471582</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Joel</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9974</th>\n",
       "      <td>633533</td>\n",
       "      <td>Kadiatu</td>\n",
       "      <td>English</td>\n",
       "      <td>Kadiatu is 35 years old and married with 4 chi...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>150</td>\n",
       "      <td>150</td>\n",
       "      <td>funded</td>\n",
       "      <td>1471740</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Kadiatu</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9975</th>\n",
       "      <td>633831</td>\n",
       "      <td>Karina Beatriz</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>\\nKarina de 26 años de edad es madre soltera ...</td>\n",
       "      <td>Karina, who's twenty-six years old, is a singl...</td>\n",
       "      <td>200</td>\n",
       "      <td>200</td>\n",
       "      <td>funded</td>\n",
       "      <td>1472113</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Karina Beatriz</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9976</th>\n",
       "      <td>634514</td>\n",
       "      <td>Felix</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Felix, es soltero no tiene hijos , vive en cas...</td>\n",
       "      <td>Felix is single and has no children.  He lives...</td>\n",
       "      <td>500</td>\n",
       "      <td>500</td>\n",
       "      <td>funded</td>\n",
       "      <td>1473390</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>18</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>#Single, #Supporting Family, user_favorite</td>\n",
       "      <td>Felix</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9977</th>\n",
       "      <td>1004732</td>\n",
       "      <td>Milinkouvi</td>\n",
       "      <td>French</td>\n",
       "      <td>Pour vivre et venir en aide aux besoins de ses...</td>\n",
       "      <td>Milinkouvi is a 42-year-old widow with childre...</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>funded</td>\n",
       "      <td>2071791</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Milinkouvi</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9978</th>\n",
       "      <td>1004300</td>\n",
       "      <td>Gitanjali's Group</td>\n",
       "      <td>English</td>\n",
       "      <td>Gitanjali, standing to the left hand side in t...</td>\n",
       "      <td>Gitanjali, standing to the left hand side in t...</td>\n",
       "      <td>450</td>\n",
       "      <td>450</td>\n",
       "      <td>funded</td>\n",
       "      <td>2071214</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>43</td>\n",
       "      <td>17</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Woman Owned Biz, #Single Parent, #Parent, #Un...</td>\n",
       "      <td>Jhunu, Gitanjali</td>\n",
       "      <td>female, female</td>\n",
       "      <td>true, true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9979</th>\n",
       "      <td>1005023</td>\n",
       "      <td>Getrude's Group</td>\n",
       "      <td>English</td>\n",
       "      <td>Getrude is 49 years old and has 6 children. Sh...</td>\n",
       "      <td>Getrude is 49 years old and has 6 children. Sh...</td>\n",
       "      <td>1325</td>\n",
       "      <td>1325</td>\n",
       "      <td>funded</td>\n",
       "      <td>2031931</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>11</td>\n",
       "      <td>46</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>#Sustainable Ag, #Vegan, #Parent, #Repeat Borr...</td>\n",
       "      <td>Rebecah, Phostin, Josephine, David, Judith, Ke...</td>\n",
       "      <td>female, female, female, male, female, male, ma...</td>\n",
       "      <td>true, true, true, true, true, true, true, true...</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9980</th>\n",
       "      <td>1005688</td>\n",
       "      <td>Samoun's Group</td>\n",
       "      <td>English</td>\n",
       "      <td>Samoun, 39 years of age, is married with three...</td>\n",
       "      <td>Samoun, 39 years of age, is married with three...</td>\n",
       "      <td>1000</td>\n",
       "      <td>1000</td>\n",
       "      <td>funded</td>\n",
       "      <td>2073095</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>20</td>\n",
       "      <td>31</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>user_favorite, user_favorite, #Parent, #Health...</td>\n",
       "      <td>SOKLIN, PHANNY, SAMOUN, CHANNA</td>\n",
       "      <td>female, female, female, female</td>\n",
       "      <td>true, true, true, true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9981</th>\n",
       "      <td>1006102</td>\n",
       "      <td>Yaro</td>\n",
       "      <td>English</td>\n",
       "      <td>Yaro is a maize farmer and Babban Gona member....</td>\n",
       "      <td>Yaro is a maize farmer and Babban Gona member....</td>\n",
       "      <td>125</td>\n",
       "      <td>125</td>\n",
       "      <td>funded</td>\n",
       "      <td>2073897</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Yaro</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9982</th>\n",
       "      <td>619449</td>\n",
       "      <td>Shadrack</td>\n",
       "      <td>English</td>\n",
       "      <td>Shadrack appreciates his previous Kiva loan th...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>600</td>\n",
       "      <td>600</td>\n",
       "      <td>funded</td>\n",
       "      <td>1177359</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>13</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Shadrack</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9983</th>\n",
       "      <td>619519</td>\n",
       "      <td>Agnes</td>\n",
       "      <td>English</td>\n",
       "      <td>Agnes is a 42-year-old married woman. She has ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>600</td>\n",
       "      <td>600</td>\n",
       "      <td>funded</td>\n",
       "      <td>1450801</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>21</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Agnes</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9984</th>\n",
       "      <td>621232</td>\n",
       "      <td>Evelyn</td>\n",
       "      <td>English</td>\n",
       "      <td>As a married parent of seven children, Evelyn ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>300</td>\n",
       "      <td>300</td>\n",
       "      <td>funded</td>\n",
       "      <td>1453191</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Evelyn</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9985</th>\n",
       "      <td>621734</td>\n",
       "      <td>Luis Ernesto</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Luis tiene 55 años vive al lado de su esposa, ...</td>\n",
       "      <td>Luis, age 55, lives with his wife.  She is his...</td>\n",
       "      <td>1100</td>\n",
       "      <td>1100</td>\n",
       "      <td>funded</td>\n",
       "      <td>1453934</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>37</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Luis Ernesto</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9986</th>\n",
       "      <td>622153</td>\n",
       "      <td>Dushigikire Group</td>\n",
       "      <td>French</td>\n",
       "      <td>Pascal  fait partie du groupe Dushigikire   et...</td>\n",
       "      <td>Pascal is a member of the Dushigikire group an...</td>\n",
       "      <td>3725</td>\n",
       "      <td>3725</td>\n",
       "      <td>funded</td>\n",
       "      <td>1454546</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>119</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>#Elderly, #Parent</td>\n",
       "      <td>Espérance, Emmanuelline, Célénie, Léa, Emelyne...</td>\n",
       "      <td>female, female, female, female, female, female...</td>\n",
       "      <td>true, true, true, true, true, true, true, true...</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9987</th>\n",
       "      <td>623460</td>\n",
       "      <td>Wycliffe</td>\n",
       "      <td>English</td>\n",
       "      <td>Wycliffe is a 37-year-old married man. He has ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>675</td>\n",
       "      <td>675</td>\n",
       "      <td>funded</td>\n",
       "      <td>1456642</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>24</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Eco-friendly, #Parent, #Supporting Family</td>\n",
       "      <td>Wycliffe</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9988</th>\n",
       "      <td>623572</td>\n",
       "      <td>Nelly Evangelina</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Doña Nelly es una mujer feliz, luchadora, empr...</td>\n",
       "      <td>Nelly is a cheerful, determined and enterprisi...</td>\n",
       "      <td>1225</td>\n",
       "      <td>1225</td>\n",
       "      <td>funded</td>\n",
       "      <td>1456772</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>20</td>\n",
       "      <td>33</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nelly Evangelina</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9989</th>\n",
       "      <td>624861</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>325</td>\n",
       "      <td>325</td>\n",
       "      <td>funded</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>10</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9990</th>\n",
       "      <td>624954</td>\n",
       "      <td>Araceli Esperanza</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Araceli Esperanza mayor de edad casada origina...</td>\n",
       "      <td>Araceli Esperanza is a married adult from one ...</td>\n",
       "      <td>1200</td>\n",
       "      <td>1225</td>\n",
       "      <td>expired</td>\n",
       "      <td>1458717</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>29</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Woman Owned Biz, #Repeat Borrower, user_favorite</td>\n",
       "      <td>Araceli Esperanza</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9991</th>\n",
       "      <td>625295</td>\n",
       "      <td>Chn</td>\n",
       "      <td>English</td>\n",
       "      <td>Chn is a 42-year-old married mother of four ad...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>125</td>\n",
       "      <td>125</td>\n",
       "      <td>funded</td>\n",
       "      <td>1458444</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Chn</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9992</th>\n",
       "      <td>995323</td>\n",
       "      <td>Mario</td>\n",
       "      <td>Portuguese</td>\n",
       "      <td>Mario de 54 anos de idade, nasceu no distrito ...</td>\n",
       "      <td>Mario is 54 years old. He comes from the distr...</td>\n",
       "      <td>200</td>\n",
       "      <td>200</td>\n",
       "      <td>funded</td>\n",
       "      <td>2053662</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>18</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Mario</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9993</th>\n",
       "      <td>995578</td>\n",
       "      <td>Pamela's Group</td>\n",
       "      <td>English</td>\n",
       "      <td>Pamela is a 42-year-old proud mother of 5 chil...</td>\n",
       "      <td>Pamela is a 42-year-old proud mother of 5 chil...</td>\n",
       "      <td>450</td>\n",
       "      <td>450</td>\n",
       "      <td>funded</td>\n",
       "      <td>2048003</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>11</td>\n",
       "      <td>14</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Vegan, #Parent, #Eco-friendly</td>\n",
       "      <td>Moses, Centrine, Janet, Robai, Pamela, Tobias</td>\n",
       "      <td>male, female, female, female, female, male</td>\n",
       "      <td>true, true, true, true, true, true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9994</th>\n",
       "      <td>996109</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>El es un señor de 42 años de edad de estado ci...</td>\n",
       "      <td>He is a 42-year-old single man who works in a ...</td>\n",
       "      <td>475</td>\n",
       "      <td>475</td>\n",
       "      <td>funded</td>\n",
       "      <td>2055540</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>15</td>\n",
       "      <td>16</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Health and Sanitation, #Single</td>\n",
       "      <td>NaN</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9995</th>\n",
       "      <td>996964</td>\n",
       "      <td>Pauline's Group</td>\n",
       "      <td>English</td>\n",
       "      <td>Pauline is a 42-year-old, proud mother of six ...</td>\n",
       "      <td>Pauline is a 42-year-old, proud mother of six ...</td>\n",
       "      <td>350</td>\n",
       "      <td>350</td>\n",
       "      <td>funded</td>\n",
       "      <td>2056827</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>11</td>\n",
       "      <td>14</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Elizabeth, Monica, Pauline, Geoffrey, Amos W, ...</td>\n",
       "      <td>female, female, female, male, male, female, fe...</td>\n",
       "      <td>true, true, true, true, true, true, true, true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9996</th>\n",
       "      <td>997380</td>\n",
       "      <td>Amivi massanvi</td>\n",
       "      <td>French</td>\n",
       "      <td>\\nMariée et mère de deux enfants, Amivi est un...</td>\n",
       "      <td>The married mother of two, Amivi is 33 years o...</td>\n",
       "      <td>150</td>\n",
       "      <td>150</td>\n",
       "      <td>funded</td>\n",
       "      <td>2057466</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Amivi massanvi</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9997</th>\n",
       "      <td>997880</td>\n",
       "      <td>Mariamu</td>\n",
       "      <td>English</td>\n",
       "      <td>Mariamu is 27 years old, and she is currently ...</td>\n",
       "      <td>Mariamu is 27 years old, and she is currently ...</td>\n",
       "      <td>950</td>\n",
       "      <td>950</td>\n",
       "      <td>funded</td>\n",
       "      <td>2058492</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>10</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>user_favorite</td>\n",
       "      <td>Mariamu</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9998</th>\n",
       "      <td>993127</td>\n",
       "      <td>ESTELITA</td>\n",
       "      <td>English</td>\n",
       "      <td>Estelita is 52 years old with one child with h...</td>\n",
       "      <td>Estelita is 52 years old with one child with h...</td>\n",
       "      <td>650</td>\n",
       "      <td>650</td>\n",
       "      <td>funded</td>\n",
       "      <td>2049652</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>24</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ESTELITA</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9999</th>\n",
       "      <td>998830</td>\n",
       "      <td>WELMINCE</td>\n",
       "      <td>English</td>\n",
       "      <td>Welmince is a 34-year-old woman married to Ale...</td>\n",
       "      <td>Welmince is a 34-year-old woman married to Ale...</td>\n",
       "      <td>225</td>\n",
       "      <td>225</td>\n",
       "      <td>funded</td>\n",
       "      <td>2060159</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WELMINCE</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>10000 rows × 34 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      LOAN_ID          LOAN_NAME ORIGINAL_LANGUAGE  \\\n",
       "0      657307               Aivy           English   \n",
       "1      657259     Idalia Marizza           Spanish   \n",
       "2      658010              Aasia           English   \n",
       "3      659347            Gulmira           Russian   \n",
       "4      656933            Ricky\\t           English   \n",
       "5      659605             Gloria           English   \n",
       "6      660240              Elsie           English   \n",
       "7      661601          Francisco           Spanish   \n",
       "8      661960            Juanita           English   \n",
       "9      662117       Dukure Group            French   \n",
       "10     664719             Sharon           English   \n",
       "11     659929         Korotoumou            French   \n",
       "12     660363           Bayarmaa           English   \n",
       "13     661165        JESUS ISACC           Spanish   \n",
       "14     661467             Shazia           English   \n",
       "15     664242              Letty           English   \n",
       "16     664664        Fidel Ángel           Spanish   \n",
       "17     665129       Martha Julia           Spanish   \n",
       "18     956960               Jean           English   \n",
       "19     956996          Elizabeth           English   \n",
       "20     957134               BAGH           English   \n",
       "21     955438              Dinah           English   \n",
       "22     957461            Arcelly           English   \n",
       "23     958387            Hameeda           English   \n",
       "24     958688            Ketevan           English   \n",
       "25     959145            Melania           English   \n",
       "26     959457     MARIA ETELVINA           Spanish   \n",
       "27     959968             Stepan           English   \n",
       "28     960968              Adina           Russian   \n",
       "29     961209            Letecia           English   \n",
       "...       ...                ...               ...   \n",
       "9970   631431    Anonymous Group           English   \n",
       "9971   631922             Saitua           English   \n",
       "9972   633282            Manuela           English   \n",
       "9973   633431               Joel           English   \n",
       "9974   633533            Kadiatu           English   \n",
       "9975   633831     Karina Beatriz           Spanish   \n",
       "9976   634514              Felix           Spanish   \n",
       "9977  1004732         Milinkouvi            French   \n",
       "9978  1004300  Gitanjali's Group           English   \n",
       "9979  1005023    Getrude's Group           English   \n",
       "9980  1005688     Samoun's Group           English   \n",
       "9981  1006102               Yaro           English   \n",
       "9982   619449           Shadrack           English   \n",
       "9983   619519              Agnes           English   \n",
       "9984   621232             Evelyn           English   \n",
       "9985   621734       Luis Ernesto           Spanish   \n",
       "9986   622153  Dushigikire Group            French   \n",
       "9987   623460           Wycliffe           English   \n",
       "9988   623572   Nelly Evangelina           Spanish   \n",
       "9989   624861                NaN               NaN   \n",
       "9990   624954  Araceli Esperanza           Spanish   \n",
       "9991   625295                Chn           English   \n",
       "9992   995323              Mario        Portuguese   \n",
       "9993   995578     Pamela's Group           English   \n",
       "9994   996109                NaN           Spanish   \n",
       "9995   996964    Pauline's Group           English   \n",
       "9996   997380     Amivi massanvi            French   \n",
       "9997   997880            Mariamu           English   \n",
       "9998   993127           ESTELITA           English   \n",
       "9999   998830           WELMINCE           English   \n",
       "\n",
       "                                            DESCRIPTION  \\\n",
       "0     Aivy, 21 years of age, is single and lives in ...   \n",
       "1     Doña Idalia, esta casada, tiene 57 años de eda...   \n",
       "2     Aasia is a 45-year-old married lady and she ha...   \n",
       "3     Гулмире 36 лет, замужем, вместе с супругом вос...   \n",
       "4     Ricky is a farmer who currently cultivates his...   \n",
       "5     To make a living, Gloria helps her husband wor...   \n",
       "6     Elsie and her husband earn well from their ban...   \n",
       "7     Francisco, es jefe de su hogar, vive con su fa...   \n",
       "8     Juanita is married with six children. Juanita ...   \n",
       "9     Samia  fait partie du groupe  Dukure et  habit...   \n",
       "10    As a married parent of two children, Sharon wo...   \n",
       "11    Née à Bamako, Madame KOROTOUMOU est âgée de 38...   \n",
       "12    Bayarmaa is 39 years old and lives with her hu...   \n",
       "13    Jesus vive en la ciudad de Ferreñafe, tiene mu...   \n",
       "14    Shazia is 27 years old and a married woman. Th...   \n",
       "15    Letty is 57 years old and married with eight c...   \n",
       "16    Fidel de 56 años de edad  estudio segundo grad...   \n",
       "17    Martha, tiene 36 años de edad, vive en unión l...   \n",
       "18    Jean is 33 years old and married with three ch...   \n",
       "19    Elizabeth is a married woman, 61 years old wit...   \n",
       "20    Bagh is a 40-year-old woman, living with her e...   \n",
       "21    Dinah is single and lives in Sebac, Tudela wit...   \n",
       "22    Arcelly has started a “Dry Goods” business in ...   \n",
       "23    Hameeda is 45 years old woman, she lives in Ra...   \n",
       "24    Tamar is 45 years old. She is married and live...   \n",
       "25    Melania works hard to support her family. Mela...   \n",
       "26    María de 63 años de edad, tiene 20 años de res...   \n",
       "27    Stepan is musician by profession, working in l...   \n",
       "28    Адина, 27 лет, замужем, есть дочь. Образование...   \n",
       "29    Letecia works hard to support her family. Lete...   \n",
       "...                                                 ...   \n",
       "9970  Astrida, who is in her early 40s, is married w...   \n",
       "9971  Saitua is a 42-year-old married woman with sev...   \n",
       "9972  Manuela is 51 years old and a widow with two c...   \n",
       "9973  Joel is a single man; he describes himself as ...   \n",
       "9974  Kadiatu is 35 years old and married with 4 chi...   \n",
       "9975   \\nKarina de 26 años de edad es madre soltera ...   \n",
       "9976  Felix, es soltero no tiene hijos , vive en cas...   \n",
       "9977  Pour vivre et venir en aide aux besoins de ses...   \n",
       "9978  Gitanjali, standing to the left hand side in t...   \n",
       "9979  Getrude is 49 years old and has 6 children. Sh...   \n",
       "9980  Samoun, 39 years of age, is married with three...   \n",
       "9981  Yaro is a maize farmer and Babban Gona member....   \n",
       "9982  Shadrack appreciates his previous Kiva loan th...   \n",
       "9983  Agnes is a 42-year-old married woman. She has ...   \n",
       "9984  As a married parent of seven children, Evelyn ...   \n",
       "9985  Luis tiene 55 años vive al lado de su esposa, ...   \n",
       "9986  Pascal  fait partie du groupe Dushigikire   et...   \n",
       "9987  Wycliffe is a 37-year-old married man. He has ...   \n",
       "9988  Doña Nelly es una mujer feliz, luchadora, empr...   \n",
       "9989                                                NaN   \n",
       "9990  Araceli Esperanza mayor de edad casada origina...   \n",
       "9991  Chn is a 42-year-old married mother of four ad...   \n",
       "9992  Mario de 54 anos de idade, nasceu no distrito ...   \n",
       "9993  Pamela is a 42-year-old proud mother of 5 chil...   \n",
       "9994  El es un señor de 42 años de edad de estado ci...   \n",
       "9995  Pauline is a 42-year-old, proud mother of six ...   \n",
       "9996  \\nMariée et mère de deux enfants, Amivi est un...   \n",
       "9997  Mariamu is 27 years old, and she is currently ...   \n",
       "9998  Estelita is 52 years old with one child with h...   \n",
       "9999  Welmince is a 34-year-old woman married to Ale...   \n",
       "\n",
       "                                 DESCRIPTION_TRANSLATED  FUNDED_AMOUNT  \\\n",
       "0                                                   NaN            125   \n",
       "1     Idalia, 57, is married and lives with her husb...            400   \n",
       "2                                                   NaN            400   \n",
       "3     Gulmira is 36 years old and married.  She and ...            625   \n",
       "4                                                   NaN            425   \n",
       "5                                                   NaN            350   \n",
       "6                                                   NaN            125   \n",
       "7     Francisco is the head of his household, living...           1600   \n",
       "8                                                   NaN            350   \n",
       "9     Samia, age 26, is a member of Dukure Group. Sh...           1825   \n",
       "10                                                  NaN            200   \n",
       "11    Born in Bamako, Ms. KOROTOUMOU is a 38-years o...            950   \n",
       "12                                                  NaN           1175   \n",
       "13    Jesus lives in the city of Ferreñafe.  He grea...            300   \n",
       "14                                                  NaN            400   \n",
       "15                                                  NaN            225   \n",
       "16    Fidel is 56 years old and studied as far as se...           1500   \n",
       "17    Martha is 36 years old and lives common-law wi...            125   \n",
       "18    Jean is 33 years old and married with three ch...            375   \n",
       "19    Elizabeth is a married woman, 61 years old wit...            225   \n",
       "20    Bagh is a 40-year-old woman, living with her e...            400   \n",
       "21    Dinah is single and lives in Sebac, Tudela wit...            650   \n",
       "22    Arcelly has started a “Dry Goods” business in ...            100   \n",
       "23    Hameeda is 45 years old woman, she lives in Ra...            500   \n",
       "24    Tamar is 45 years old. She is married and live...           1300   \n",
       "25    Melania works hard to support her family. Mela...            225   \n",
       "26    María is 63 years old and has been living in h...            300   \n",
       "27    Stepan is musician by profession, working in l...           1125   \n",
       "28    Adina is 27 years old, married, and has a daug...           2175   \n",
       "29    Letecia works hard to support her family. Lete...            450   \n",
       "...                                                 ...            ...   \n",
       "9970                                                NaN           2125   \n",
       "9971                                                NaN           1100   \n",
       "9972                                                NaN            275   \n",
       "9973                                                NaN            125   \n",
       "9974                                                NaN            150   \n",
       "9975  Karina, who's twenty-six years old, is a singl...            200   \n",
       "9976  Felix is single and has no children.  He lives...            500   \n",
       "9977  Milinkouvi is a 42-year-old widow with childre...            100   \n",
       "9978  Gitanjali, standing to the left hand side in t...            450   \n",
       "9979  Getrude is 49 years old and has 6 children. Sh...           1325   \n",
       "9980  Samoun, 39 years of age, is married with three...           1000   \n",
       "9981  Yaro is a maize farmer and Babban Gona member....            125   \n",
       "9982                                                NaN            600   \n",
       "9983                                                NaN            600   \n",
       "9984                                                NaN            300   \n",
       "9985  Luis, age 55, lives with his wife.  She is his...           1100   \n",
       "9986  Pascal is a member of the Dushigikire group an...           3725   \n",
       "9987                                                NaN            675   \n",
       "9988  Nelly is a cheerful, determined and enterprisi...           1225   \n",
       "9989                                                NaN            325   \n",
       "9990  Araceli Esperanza is a married adult from one ...           1200   \n",
       "9991                                                NaN            125   \n",
       "9992  Mario is 54 years old. He comes from the distr...            200   \n",
       "9993  Pamela is a 42-year-old proud mother of 5 chil...            450   \n",
       "9994  He is a 42-year-old single man who works in a ...            475   \n",
       "9995  Pauline is a 42-year-old, proud mother of six ...            350   \n",
       "9996  The married mother of two, Amivi is 33 years o...            150   \n",
       "9997  Mariamu is 27 years old, and she is currently ...            950   \n",
       "9998  Estelita is 52 years old with one child with h...            650   \n",
       "9999  Welmince is a 34-year-old woman married to Ale...            225   \n",
       "\n",
       "      LOAN_AMOUNT   STATUS  IMAGE_ID  VIDEO_ID         ...          \\\n",
       "0             125   funded   1511246       NaN         ...           \n",
       "1             400   funded   1507947       NaN         ...           \n",
       "2             400   funded   1512245       NaN         ...           \n",
       "3             625   funded   1514419       NaN         ...           \n",
       "4             425   funded   1506830       NaN         ...           \n",
       "5             350   funded   1282589       NaN         ...           \n",
       "6             125   funded   1515766       NaN         ...           \n",
       "7            1600   funded   1517749       NaN         ...           \n",
       "8             350   funded   1517942       NaN         ...           \n",
       "9            1825   funded   1517599       NaN         ...           \n",
       "10            200   funded   1522610       NaN         ...           \n",
       "11            950   funded   1515338       NaN         ...           \n",
       "12           1175   funded   1515926       NaN         ...           \n",
       "13            300   funded   1517108       NaN         ...           \n",
       "14            400   funded   1517364       NaN         ...           \n",
       "15            225   funded   1521800       NaN         ...           \n",
       "16           1500   funded   1522391       NaN         ...           \n",
       "17            125   funded   1520949       NaN         ...           \n",
       "18            375   funded   1992212       NaN         ...           \n",
       "19            225   funded   1992255       NaN         ...           \n",
       "20            400   funded   1992471       NaN         ...           \n",
       "21            650   funded   1990155       NaN         ...           \n",
       "22            225  expired   1991613       NaN         ...           \n",
       "23            500   funded   1994263       NaN         ...           \n",
       "24           1300   funded   1994718       NaN         ...           \n",
       "25            300  expired   1995381       NaN         ...           \n",
       "26            300   funded   1995758       NaN         ...           \n",
       "27           1125   funded   1996501       NaN         ...           \n",
       "28           2175   funded   1997284       NaN         ...           \n",
       "29            450   funded   1998289       NaN         ...           \n",
       "...           ...      ...       ...       ...         ...           \n",
       "9970         2125   funded   1468779       NaN         ...           \n",
       "9971         1100   funded   1469394       NaN         ...           \n",
       "9972          275   funded   1471391       NaN         ...           \n",
       "9973          125   funded   1471582       NaN         ...           \n",
       "9974          150   funded   1471740       NaN         ...           \n",
       "9975          200   funded   1472113       NaN         ...           \n",
       "9976          500   funded   1473390       NaN         ...           \n",
       "9977          100   funded   2071791       NaN         ...           \n",
       "9978          450   funded   2071214       NaN         ...           \n",
       "9979         1325   funded   2031931       NaN         ...           \n",
       "9980         1000   funded   2073095       NaN         ...           \n",
       "9981          125   funded   2073897       NaN         ...           \n",
       "9982          600   funded   1177359       NaN         ...           \n",
       "9983          600   funded   1450801       NaN         ...           \n",
       "9984          300   funded   1453191       NaN         ...           \n",
       "9985         1100   funded   1453934       NaN         ...           \n",
       "9986         3725   funded   1454546       NaN         ...           \n",
       "9987          675   funded   1456642       NaN         ...           \n",
       "9988         1225   funded   1456772       NaN         ...           \n",
       "9989          325   funded       NaN       NaN         ...           \n",
       "9990         1225  expired   1458717       NaN         ...           \n",
       "9991          125   funded   1458444       NaN         ...           \n",
       "9992          200   funded   2053662       NaN         ...           \n",
       "9993          450   funded   2048003       NaN         ...           \n",
       "9994          475   funded   2055540       NaN         ...           \n",
       "9995          350   funded   2056827       NaN         ...           \n",
       "9996          150   funded   2057466       NaN         ...           \n",
       "9997          950   funded   2058492       NaN         ...           \n",
       "9998          650   funded   2049652       NaN         ...           \n",
       "9999          225   funded   2060159       NaN         ...           \n",
       "\n",
       "     LENDER_TERM NUM_LENDERS_TOTAL NUM_JOURNAL_ENTRIES NUM_BULK_ENTRIES  \\\n",
       "0              7                 3                   2                1   \n",
       "1              8                11                   2                1   \n",
       "2             14                16                   2                1   \n",
       "3             14                21                   2                1   \n",
       "4              7                15                   2                1   \n",
       "5              8                13                   1                1   \n",
       "6              8                 4                   1                1   \n",
       "7             26                49                   1                1   \n",
       "8             10                13                   2                1   \n",
       "9             10                46                   1                1   \n",
       "10             8                 6                   2                1   \n",
       "11            10                26                   2                1   \n",
       "12            26                24                   1                1   \n",
       "13            10                11                   1                1   \n",
       "14            14                10                   2                1   \n",
       "15             8                 9                   1                1   \n",
       "16            15                53                   2                1   \n",
       "17             8                 4                   4                2   \n",
       "18            11                15                   1                1   \n",
       "19             8                 7                   1                1   \n",
       "20            11                 8                   1                1   \n",
       "21            14                23                   1                1   \n",
       "22            12                 4                   1                1   \n",
       "23            14                16                   2                1   \n",
       "24            20                44                   1                1   \n",
       "25            11                 6                   1                1   \n",
       "26            14                11                   1                1   \n",
       "27            26                25                   2                1   \n",
       "28             8                62                   1                1   \n",
       "29             8                 9                   1                1   \n",
       "...          ...               ...                 ...              ...   \n",
       "9970           9                52                   3                2   \n",
       "9971          14                43                   1                1   \n",
       "9972           8                11                   1                1   \n",
       "9973          14                 5                   1                1   \n",
       "9974           7                 3                   1                1   \n",
       "9975           8                 2                   2                1   \n",
       "9976          14                18                   2                1   \n",
       "9977           8                 3                   1                1   \n",
       "9978          43                17                   1                1   \n",
       "9979          11                46                   2                2   \n",
       "9980          20                31                   1                1   \n",
       "9981          14                 5                   1                1   \n",
       "9982          14                13                   1                1   \n",
       "9983          14                21                   1                1   \n",
       "9984           8                12                   2                1   \n",
       "9985           8                37                   1                1   \n",
       "9986           7               119                   2                1   \n",
       "9987          14                24                   1                1   \n",
       "9988          20                33                   1                1   \n",
       "9989           8                10                   1                1   \n",
       "9990          14                29                   1                1   \n",
       "9991          14                 5                   1                1   \n",
       "9992          18                 5                   1                1   \n",
       "9993          11                14                   1                1   \n",
       "9994          15                16                   1                1   \n",
       "9995          11                14                   2                2   \n",
       "9996           7                 5                   1                1   \n",
       "9997          14                10                   2                1   \n",
       "9998           7                24                   1                1   \n",
       "9999          14                 6                   1                1   \n",
       "\n",
       "                                                   TAGS  \\\n",
       "0                                                   NaN   \n",
       "1                                                   NaN   \n",
       "2     #Woman Owned Biz, #Supporting Family, user_fav...   \n",
       "3                                         user_favorite   \n",
       "4              #Animals, #Eco-friendly, #Sustainable Ag   \n",
       "5                                                   NaN   \n",
       "6                                                   NaN   \n",
       "7     user_favorite, #Biz Durable Asset, #Animals, #...   \n",
       "8                                                   NaN   \n",
       "9                                         user_favorite   \n",
       "10                                                  NaN   \n",
       "11       #Fabrics, #Woman Owned Biz, #Supporting Family   \n",
       "12                                                  NaN   \n",
       "13    volunteer_pick, volunteer_like, user_favorite,...   \n",
       "14                      #First Loan, #Biz Durable Asset   \n",
       "15                                                  NaN   \n",
       "16                                                  NaN   \n",
       "17                                                  NaN   \n",
       "18                #Woman Owned Biz, #Schooling, #Parent   \n",
       "19                           #Elderly, #Woman Owned Biz   \n",
       "20                          #Parent, #Biz Durable Asset   \n",
       "21    #Repeat Borrower, #Single, #Supporting Family,...   \n",
       "22                #Parent, #Schooling, #Woman Owned Biz   \n",
       "23    #Fabrics, #Parent, #Woman Owned Biz, user_favo...   \n",
       "24    user_favorite, user_favorite, #Health and Sani...   \n",
       "25            #Elderly, #Woman Owned Biz, user_favorite   \n",
       "26                       volunteer_pick, volunteer_like   \n",
       "27                               #Parent, user_favorite   \n",
       "28                  #Animals, #Parent, #Woman Owned Biz   \n",
       "29                             #Vegan, #Woman Owned Biz   \n",
       "...                                                 ...   \n",
       "9970                                      user_favorite   \n",
       "9971                     user_favorite, #Parent, #Vegan   \n",
       "9972                                                NaN   \n",
       "9973                                                NaN   \n",
       "9974                                                NaN   \n",
       "9975                                                NaN   \n",
       "9976         #Single, #Supporting Family, user_favorite   \n",
       "9977                                                NaN   \n",
       "9978  #Woman Owned Biz, #Single Parent, #Parent, #Un...   \n",
       "9979  #Sustainable Ag, #Vegan, #Parent, #Repeat Borr...   \n",
       "9980  user_favorite, user_favorite, #Parent, #Health...   \n",
       "9981                                                NaN   \n",
       "9982                                                NaN   \n",
       "9983                                                NaN   \n",
       "9984                                                NaN   \n",
       "9985                                                NaN   \n",
       "9986                                  #Elderly, #Parent   \n",
       "9987         #Eco-friendly, #Parent, #Supporting Family   \n",
       "9988                                                NaN   \n",
       "9989                                                NaN   \n",
       "9990  #Woman Owned Biz, #Repeat Borrower, user_favorite   \n",
       "9991                                                NaN   \n",
       "9992                                                NaN   \n",
       "9993                     #Vegan, #Parent, #Eco-friendly   \n",
       "9994                    #Health and Sanitation, #Single   \n",
       "9995                                                NaN   \n",
       "9996                                                NaN   \n",
       "9997                                      user_favorite   \n",
       "9998                                                NaN   \n",
       "9999                                                NaN   \n",
       "\n",
       "                                         BORROWER_NAMES  \\\n",
       "0                                                  Aivy   \n",
       "1                                        Idalia Marizza   \n",
       "2                                                 Aasia   \n",
       "3                                               Gulmira   \n",
       "4                                               Ricky\\t   \n",
       "5                                                Gloria   \n",
       "6                                                 Elsie   \n",
       "7                                             Francisco   \n",
       "8                                               Juanita   \n",
       "9                      Viola, Pelagie, Sonia, Godelieve   \n",
       "10                                               Sharon   \n",
       "11                                           Korotoumou   \n",
       "12                                             Bayarmaa   \n",
       "13                                          JESUS ISACC   \n",
       "14                                               Shazia   \n",
       "15                                                Letty   \n",
       "16                                          Fidel Ángel   \n",
       "17                                         Martha Julia   \n",
       "18                                                 Jean   \n",
       "19                                            Elizabeth   \n",
       "20                                                 BAGH   \n",
       "21                                                Dinah   \n",
       "22                                              Arcelly   \n",
       "23                                              Hameeda   \n",
       "24                                              Ketevan   \n",
       "25                                              Melania   \n",
       "26                                       MARIA ETELVINA   \n",
       "27                                               Stepan   \n",
       "28                                                Adina   \n",
       "29                                              Letecia   \n",
       "...                                                 ...   \n",
       "9970                   ROSE, MWASHABANI, SAUDA, Astrida   \n",
       "9971                                             Saitua   \n",
       "9972                                            Manuela   \n",
       "9973                                               Joel   \n",
       "9974                                            Kadiatu   \n",
       "9975                                     Karina Beatriz   \n",
       "9976                                              Felix   \n",
       "9977                                         Milinkouvi   \n",
       "9978                                   Jhunu, Gitanjali   \n",
       "9979  Rebecah, Phostin, Josephine, David, Judith, Ke...   \n",
       "9980                     SOKLIN, PHANNY, SAMOUN, CHANNA   \n",
       "9981                                               Yaro   \n",
       "9982                                           Shadrack   \n",
       "9983                                              Agnes   \n",
       "9984                                             Evelyn   \n",
       "9985                                       Luis Ernesto   \n",
       "9986  Espérance, Emmanuelline, Célénie, Léa, Emelyne...   \n",
       "9987                                           Wycliffe   \n",
       "9988                                   Nelly Evangelina   \n",
       "9989                                                NaN   \n",
       "9990                                  Araceli Esperanza   \n",
       "9991                                                Chn   \n",
       "9992                                              Mario   \n",
       "9993      Moses, Centrine, Janet, Robai, Pamela, Tobias   \n",
       "9994                                                NaN   \n",
       "9995  Elizabeth, Monica, Pauline, Geoffrey, Amos W, ...   \n",
       "9996                                     Amivi massanvi   \n",
       "9997                                            Mariamu   \n",
       "9998                                           ESTELITA   \n",
       "9999                                           WELMINCE   \n",
       "\n",
       "                                       BORROWER_GENDERS  \\\n",
       "0                                                female   \n",
       "1                                                female   \n",
       "2                                                female   \n",
       "3                                                female   \n",
       "4                                                  male   \n",
       "5                                                female   \n",
       "6                                                female   \n",
       "7                                                  male   \n",
       "8                                                female   \n",
       "9                        female, female, female, female   \n",
       "10                                               female   \n",
       "11                                               female   \n",
       "12                                               female   \n",
       "13                                                 male   \n",
       "14                                               female   \n",
       "15                                               female   \n",
       "16                                                 male   \n",
       "17                                               female   \n",
       "18                                               female   \n",
       "19                                               female   \n",
       "20                                               female   \n",
       "21                                               female   \n",
       "22                                               female   \n",
       "23                                               female   \n",
       "24                                               female   \n",
       "25                                               female   \n",
       "26                                               female   \n",
       "27                                                 male   \n",
       "28                                               female   \n",
       "29                                               female   \n",
       "...                                                 ...   \n",
       "9970                     female, female, female, female   \n",
       "9971                                             female   \n",
       "9972                                             female   \n",
       "9973                                               male   \n",
       "9974                                             female   \n",
       "9975                                             female   \n",
       "9976                                               male   \n",
       "9977                                             female   \n",
       "9978                                     female, female   \n",
       "9979  female, female, female, male, female, male, ma...   \n",
       "9980                     female, female, female, female   \n",
       "9981                                               male   \n",
       "9982                                               male   \n",
       "9983                                             female   \n",
       "9984                                             female   \n",
       "9985                                               male   \n",
       "9986  female, female, female, female, female, female...   \n",
       "9987                                               male   \n",
       "9988                                             female   \n",
       "9989                                                NaN   \n",
       "9990                                             female   \n",
       "9991                                             female   \n",
       "9992                                               male   \n",
       "9993         male, female, female, female, female, male   \n",
       "9994                                               male   \n",
       "9995  female, female, female, male, male, female, fe...   \n",
       "9996                                             female   \n",
       "9997                                             female   \n",
       "9998                                             female   \n",
       "9999                                             female   \n",
       "\n",
       "                                      BORROWER_PICTURED REPAYMENT_INTERVAL  \\\n",
       "0                                                  true          irregular   \n",
       "1                                                  true            monthly   \n",
       "2                                                  true            monthly   \n",
       "3                                                  true            monthly   \n",
       "4                                                  true             bullet   \n",
       "5                                                  true            monthly   \n",
       "6                                                  true          irregular   \n",
       "7                                                  true          irregular   \n",
       "8                                                  true          irregular   \n",
       "9                                true, true, true, true            monthly   \n",
       "10                                                 true          irregular   \n",
       "11                                                 true          irregular   \n",
       "12                                                 true            monthly   \n",
       "13                                                 true            monthly   \n",
       "14                                                 true            monthly   \n",
       "15                                                 true          irregular   \n",
       "16                                                 true             bullet   \n",
       "17                                                 true            monthly   \n",
       "18                                                 true          irregular   \n",
       "19                                                 true          irregular   \n",
       "20                                                 true          irregular   \n",
       "21                                                 true            monthly   \n",
       "22                                                 true          irregular   \n",
       "23                                                 true            monthly   \n",
       "24                                                 true            monthly   \n",
       "25                                                 true          irregular   \n",
       "26                                                 true            monthly   \n",
       "27                                                 true            monthly   \n",
       "28                                                 true            monthly   \n",
       "29                                                 true          irregular   \n",
       "...                                                 ...                ...   \n",
       "9970                             true, true, true, true          irregular   \n",
       "9971                                               true          irregular   \n",
       "9972                                               true          irregular   \n",
       "9973                                               true            monthly   \n",
       "9974                                               true          irregular   \n",
       "9975                                               true            monthly   \n",
       "9976                                               true            monthly   \n",
       "9977                                               true          irregular   \n",
       "9978                                         true, true             bullet   \n",
       "9979  true, true, true, true, true, true, true, true...             bullet   \n",
       "9980                             true, true, true, true            monthly   \n",
       "9981                                               true             bullet   \n",
       "9982                                               true          irregular   \n",
       "9983                                               true            monthly   \n",
       "9984                                               true          irregular   \n",
       "9985                                               true             bullet   \n",
       "9986  true, true, true, true, true, true, true, true...          irregular   \n",
       "9987                                               true            monthly   \n",
       "9988                                               true             bullet   \n",
       "9989                                                NaN            monthly   \n",
       "9990                                               true            monthly   \n",
       "9991                                               true            monthly   \n",
       "9992                                               true            monthly   \n",
       "9993                 true, true, true, true, true, true             bullet   \n",
       "9994                                               true            monthly   \n",
       "9995     true, true, true, true, true, true, true, true             bullet   \n",
       "9996                                               true          irregular   \n",
       "9997                                               true            monthly   \n",
       "9998                                               true          irregular   \n",
       "9999                                               true          irregular   \n",
       "\n",
       "      DISTRIBUTION_MODEL  \n",
       "0          field_partner  \n",
       "1          field_partner  \n",
       "2          field_partner  \n",
       "3          field_partner  \n",
       "4          field_partner  \n",
       "5          field_partner  \n",
       "6          field_partner  \n",
       "7          field_partner  \n",
       "8          field_partner  \n",
       "9          field_partner  \n",
       "10         field_partner  \n",
       "11         field_partner  \n",
       "12         field_partner  \n",
       "13         field_partner  \n",
       "14         field_partner  \n",
       "15         field_partner  \n",
       "16         field_partner  \n",
       "17         field_partner  \n",
       "18         field_partner  \n",
       "19         field_partner  \n",
       "20         field_partner  \n",
       "21         field_partner  \n",
       "22         field_partner  \n",
       "23         field_partner  \n",
       "24         field_partner  \n",
       "25         field_partner  \n",
       "26         field_partner  \n",
       "27         field_partner  \n",
       "28         field_partner  \n",
       "29         field_partner  \n",
       "...                  ...  \n",
       "9970       field_partner  \n",
       "9971       field_partner  \n",
       "9972       field_partner  \n",
       "9973       field_partner  \n",
       "9974       field_partner  \n",
       "9975       field_partner  \n",
       "9976       field_partner  \n",
       "9977       field_partner  \n",
       "9978       field_partner  \n",
       "9979       field_partner  \n",
       "9980       field_partner  \n",
       "9981       field_partner  \n",
       "9982       field_partner  \n",
       "9983       field_partner  \n",
       "9984       field_partner  \n",
       "9985       field_partner  \n",
       "9986       field_partner  \n",
       "9987       field_partner  \n",
       "9988       field_partner  \n",
       "9989       field_partner  \n",
       "9990       field_partner  \n",
       "9991       field_partner  \n",
       "9992       field_partner  \n",
       "9993       field_partner  \n",
       "9994       field_partner  \n",
       "9995       field_partner  \n",
       "9996       field_partner  \n",
       "9997       field_partner  \n",
       "9998       field_partner  \n",
       "9999       field_partner  \n",
       "\n",
       "[10000 rows x 34 columns]"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#to see all the data frame\n",
    "df.iloc[:, :]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>LOAN_ID</th>\n",
       "      <th>LOAN_NAME</th>\n",
       "      <th>ORIGINAL_LANGUAGE</th>\n",
       "      <th>DESCRIPTION</th>\n",
       "      <th>DESCRIPTION_TRANSLATED</th>\n",
       "      <th>FUNDED_AMOUNT</th>\n",
       "      <th>LOAN_AMOUNT</th>\n",
       "      <th>STATUS</th>\n",
       "      <th>IMAGE_ID</th>\n",
       "      <th>VIDEO_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>LENDER_TERM</th>\n",
       "      <th>NUM_LENDERS_TOTAL</th>\n",
       "      <th>NUM_JOURNAL_ENTRIES</th>\n",
       "      <th>NUM_BULK_ENTRIES</th>\n",
       "      <th>TAGS</th>\n",
       "      <th>BORROWER_NAMES</th>\n",
       "      <th>BORROWER_GENDERS</th>\n",
       "      <th>BORROWER_PICTURED</th>\n",
       "      <th>REPAYMENT_INTERVAL</th>\n",
       "      <th>DISTRIBUTION_MODEL</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>957461</td>\n",
       "      <td>Arcelly</td>\n",
       "      <td>English</td>\n",
       "      <td>Arcelly has started a “Dry Goods” business in ...</td>\n",
       "      <td>Arcelly has started a “Dry Goods” business in ...</td>\n",
       "      <td>100</td>\n",
       "      <td>225</td>\n",
       "      <td>expired</td>\n",
       "      <td>1991613</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>12</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Parent, #Schooling, #Woman Owned Biz</td>\n",
       "      <td>Arcelly</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>959145</td>\n",
       "      <td>Melania</td>\n",
       "      <td>English</td>\n",
       "      <td>Melania works hard to support her family. Mela...</td>\n",
       "      <td>Melania works hard to support her family. Mela...</td>\n",
       "      <td>225</td>\n",
       "      <td>300</td>\n",
       "      <td>expired</td>\n",
       "      <td>1995381</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>11</td>\n",
       "      <td>6</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Elderly, #Woman Owned Biz, user_favorite</td>\n",
       "      <td>Melania</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>416929</td>\n",
       "      <td>Nabil</td>\n",
       "      <td>English</td>\n",
       "      <td>Nabil is a 57-year-old married father of one c...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>425</td>\n",
       "      <td>1000</td>\n",
       "      <td>expired</td>\n",
       "      <td>1074766</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nabil</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>419381</td>\n",
       "      <td>Alvaro David</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>El profesor Álvaro David es originario del mun...</td>\n",
       "      <td>\\r\\nProfessor Álvaro David is from the town of...</td>\n",
       "      <td>275</td>\n",
       "      <td>875</td>\n",
       "      <td>expired</td>\n",
       "      <td>1080207</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>18</td>\n",
       "      <td>11</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Alvaro David</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>421569</td>\n",
       "      <td>Juan</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Juan, es casado y tiene seis hijos con los cua...</td>\n",
       "      <td>Juan is married and has six children he lives ...</td>\n",
       "      <td>325</td>\n",
       "      <td>1200</td>\n",
       "      <td>expired</td>\n",
       "      <td>1085691</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>10</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Juan</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>422210</td>\n",
       "      <td>FELICISIMA</td>\n",
       "      <td>English</td>\n",
       "      <td>Felicisima, age 59, is a business woman in the...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>500</td>\n",
       "      <td>1200</td>\n",
       "      <td>expired</td>\n",
       "      <td>1086901</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>20</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>FELICISIMA</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>664314</td>\n",
       "      <td>Botirali</td>\n",
       "      <td>Russian</td>\n",
       "      <td>Ботирали житель района Джаббор Расулова города...</td>\n",
       "      <td>Botirali is a resident of the Djabbor Rasulov ...</td>\n",
       "      <td>1725</td>\n",
       "      <td>2100</td>\n",
       "      <td>expired</td>\n",
       "      <td>1521893</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>15</td>\n",
       "      <td>27</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Animals, #Parent, user_favorite</td>\n",
       "      <td>Botirali</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>959283</td>\n",
       "      <td>Siege De La Sagesse A Group</td>\n",
       "      <td>French</td>\n",
       "      <td>Kadjuru est commerçante, membre du groupe de c...</td>\n",
       "      <td>Kadjuru is a merchant and a member of the loan...</td>\n",
       "      <td>6025</td>\n",
       "      <td>9450</td>\n",
       "      <td>expired</td>\n",
       "      <td>1995561</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>98</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Parent, #Elderly, user_favorite</td>\n",
       "      <td>matumona, mwengesyali, Kadjuru, munyagala, mut...</td>\n",
       "      <td>male, female, female, male, female, female</td>\n",
       "      <td>true, true, true, true, true, true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>961555</td>\n",
       "      <td>Svetlana</td>\n",
       "      <td>English</td>\n",
       "      <td>Svetlana, teacher by her profession, has been ...</td>\n",
       "      <td>Svetlana, teacher by her profession, has been ...</td>\n",
       "      <td>1000</td>\n",
       "      <td>2125</td>\n",
       "      <td>expired</td>\n",
       "      <td>1998747</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>26</td>\n",
       "      <td>27</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Parent, #Schooling, #Woman Owned Biz</td>\n",
       "      <td>Svetlana</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>956167</td>\n",
       "      <td>Buenas Vecinas Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>La A.C. “BUENAS VECINAS” iniciará el sexto cic...</td>\n",
       "      <td>The “BUENAS VECINAS” [Good Neighbors] communal...</td>\n",
       "      <td>2600</td>\n",
       "      <td>4525</td>\n",
       "      <td>expired</td>\n",
       "      <td>1991122</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>12</td>\n",
       "      <td>87</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Repeat Borrower, #Parent, user_favorite, user...</td>\n",
       "      <td>Guilda Maris, Elizabeth, Hortencia, Rogelia, E...</td>\n",
       "      <td>female, female, female, female, female, male, ...</td>\n",
       "      <td>true, true, true, true, true, true, true, true...</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>423301</td>\n",
       "      <td>Valens</td>\n",
       "      <td>English</td>\n",
       "      <td>Valens is married to a farmer. He has been a r...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>750</td>\n",
       "      <td>1350</td>\n",
       "      <td>expired</td>\n",
       "      <td>1094292</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>10</td>\n",
       "      <td>22</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Valens</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>423910</td>\n",
       "      <td>Amor Y Paz De Dios 2 Group</td>\n",
       "      <td>English</td>\n",
       "      <td>Elena is the coordinator of a group called Amo...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2900</td>\n",
       "      <td>3100</td>\n",
       "      <td>expired</td>\n",
       "      <td>1090717</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>101</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Elena, Santa, Candida, Julia, Maria</td>\n",
       "      <td>female, female, female, female, female</td>\n",
       "      <td>true, true, true, true, true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>200</th>\n",
       "      <td>424277</td>\n",
       "      <td>Muneera</td>\n",
       "      <td>English</td>\n",
       "      <td>Muneera is a conservative woman so she is unwi...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>200</td>\n",
       "      <td>1150</td>\n",
       "      <td>expired</td>\n",
       "      <td>1091573</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>18</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Muneera</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>205</th>\n",
       "      <td>1155222</td>\n",
       "      <td>Samina</td>\n",
       "      <td>English</td>\n",
       "      <td>Samina is 34 years old married women, lives in...</td>\n",
       "      <td>Samina is 34 years old married women, lives in...</td>\n",
       "      <td>100</td>\n",
       "      <td>450</td>\n",
       "      <td>expired</td>\n",
       "      <td>2315039</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Fabrics, #Woman Owned Biz, #Unique</td>\n",
       "      <td>Samina</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>271</th>\n",
       "      <td>960863</td>\n",
       "      <td>DIEGO HERNAN</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Con un firme propósito de comprar una casa pro...</td>\n",
       "      <td>With the strong intention of buying his own ho...</td>\n",
       "      <td>275</td>\n",
       "      <td>525</td>\n",
       "      <td>expired</td>\n",
       "      <td>1997716</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>22</td>\n",
       "      <td>10</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Animals, #Parent, #Biz Durable Asset</td>\n",
       "      <td>DIEGO HERNAN</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>286</th>\n",
       "      <td>420491</td>\n",
       "      <td>Rahmatullo</td>\n",
       "      <td>Russian</td>\n",
       "      <td>Рахматулло житель города Душанбе. Ему 64 года....</td>\n",
       "      <td>Rahmatullo lives in the city of Dushanbe. He i...</td>\n",
       "      <td>2850</td>\n",
       "      <td>3000</td>\n",
       "      <td>expired</td>\n",
       "      <td>1082886</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>51</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Rahmatullo</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>293</th>\n",
       "      <td>423549</td>\n",
       "      <td>ETIENNE\\t\\t\\t</td>\n",
       "      <td>English</td>\n",
       "      <td>Etienne is single. He has been a rice farmer f...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>275</td>\n",
       "      <td>975</td>\n",
       "      <td>expired</td>\n",
       "      <td>1089866</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>10</td>\n",
       "      <td>10</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ETIENNE\\t\\t\\t</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>315</th>\n",
       "      <td>659120</td>\n",
       "      <td>Ayman</td>\n",
       "      <td>English</td>\n",
       "      <td>Ayman is 24 years old. He works in a shoe shop...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>600</td>\n",
       "      <td>2000</td>\n",
       "      <td>expired</td>\n",
       "      <td>1513954</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>38</td>\n",
       "      <td>16</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#First Loan, #Supporting Family, user_favorite</td>\n",
       "      <td>Ayman</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>334</th>\n",
       "      <td>957238</td>\n",
       "      <td>Lorena Del Carmen</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Lorena, solicita un nuevo préstamo que inverti...</td>\n",
       "      <td>Lorena is requesting a new loan which she will...</td>\n",
       "      <td>350</td>\n",
       "      <td>1025</td>\n",
       "      <td>expired</td>\n",
       "      <td>1992701</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>20</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Parent, #Repeat Borrower, #Woman Owned Biz</td>\n",
       "      <td>Lorena Del Carmen</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>344</th>\n",
       "      <td>418106</td>\n",
       "      <td>Nadia</td>\n",
       "      <td>English</td>\n",
       "      <td>Nadia is 33 years old and a married woman. She...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>325</td>\n",
       "      <td>725</td>\n",
       "      <td>expired</td>\n",
       "      <td>1077591</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>18</td>\n",
       "      <td>13</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nadia</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>379</th>\n",
       "      <td>659917</td>\n",
       "      <td>Ararat</td>\n",
       "      <td>English</td>\n",
       "      <td>Ararat is from Masis town. He lives there with...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>325</td>\n",
       "      <td>1250</td>\n",
       "      <td>expired</td>\n",
       "      <td>1515320</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>26</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>user_favorite</td>\n",
       "      <td>Ararat</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>383</th>\n",
       "      <td>955073</td>\n",
       "      <td>Anush</td>\n",
       "      <td>English</td>\n",
       "      <td>Anush lives in Vanadzor city of Lori region li...</td>\n",
       "      <td>Anush lives in Vanadzor city of Lori region li...</td>\n",
       "      <td>650</td>\n",
       "      <td>1075</td>\n",
       "      <td>expired</td>\n",
       "      <td>1989572</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>26</td>\n",
       "      <td>9</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Woman Owned Biz, user_favorite</td>\n",
       "      <td>Anush</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>402</th>\n",
       "      <td>962917</td>\n",
       "      <td>Santa Maria Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Natividad es una mujer de 36 años de edad, viv...</td>\n",
       "      <td>Natividad is 36 years old. She lives with her ...</td>\n",
       "      <td>4150</td>\n",
       "      <td>4875</td>\n",
       "      <td>expired</td>\n",
       "      <td>2000631</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>12</td>\n",
       "      <td>43</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>user_favorite, #Parent, #Woman Owned Biz, #Fir...</td>\n",
       "      <td>MARGARITA, CASTA INES, NATIVIDAD, MARIA, MAGDA...</td>\n",
       "      <td>female, female, female, female, female, female...</td>\n",
       "      <td>true, true, true, true, true, true, true, true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>408</th>\n",
       "      <td>417703</td>\n",
       "      <td>Lita Guadalupe</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Lita vive en Portoviejo con su esposo una de s...</td>\n",
       "      <td>Lita lives in Portoviejo with her husband and ...</td>\n",
       "      <td>475</td>\n",
       "      <td>1075</td>\n",
       "      <td>expired</td>\n",
       "      <td>1076140</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>17</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Lita Guadalupe</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>414</th>\n",
       "      <td>420892</td>\n",
       "      <td>Nour</td>\n",
       "      <td>English</td>\n",
       "      <td>Nour is a 31-year-old married woman from Al Ha...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>275</td>\n",
       "      <td>1425</td>\n",
       "      <td>expired</td>\n",
       "      <td>1083932</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>18</td>\n",
       "      <td>9</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nour</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>427</th>\n",
       "      <td>1159223</td>\n",
       "      <td>Pascual</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Pascual es un padre de familia muy trabajador ...</td>\n",
       "      <td>Pascual is a very hard-working, perseverent fa...</td>\n",
       "      <td>150</td>\n",
       "      <td>1075</td>\n",
       "      <td>expired</td>\n",
       "      <td>2320588</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>20</td>\n",
       "      <td>6</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Repeat Borrower, #Elderly, #Repair Renew Replace</td>\n",
       "      <td>Pascual</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>443</th>\n",
       "      <td>657619</td>\n",
       "      <td>Alfonso Javier</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Don Alfonso tiene 44 años de edad, es padre de...</td>\n",
       "      <td>Alfonso is 44 years old and the father of 5 ch...</td>\n",
       "      <td>875</td>\n",
       "      <td>1025</td>\n",
       "      <td>expired</td>\n",
       "      <td>1511708</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>19</td>\n",
       "      <td>29</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>volunteer_pick, #Low-profit FP, #Repeat Borrow...</td>\n",
       "      <td>Alfonso Javier</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>455</th>\n",
       "      <td>956053</td>\n",
       "      <td>JHOISS ELENA</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Jhoiss de 37 años de edad vive en casa propia ...</td>\n",
       "      <td>Jhoiss is 37 years old and lives in her own ho...</td>\n",
       "      <td>375</td>\n",
       "      <td>500</td>\n",
       "      <td>expired</td>\n",
       "      <td>1990924</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>volunteer_pick, #Parent, #Woman Owned Biz</td>\n",
       "      <td>JHOISS ELENA</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>460</th>\n",
       "      <td>958355</td>\n",
       "      <td>Luy Group</td>\n",
       "      <td>English</td>\n",
       "      <td>Luy is a 39-year-old married rice farmer who r...</td>\n",
       "      <td>Luy is a 39-year-old married rice farmer who r...</td>\n",
       "      <td>1550</td>\n",
       "      <td>1975</td>\n",
       "      <td>expired</td>\n",
       "      <td>1994221</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>31</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Vegan, user_favorite, user_favorite</td>\n",
       "      <td>Luy, Sarath, Chhan, Samey, Ouk</td>\n",
       "      <td>male, male, female, female, female</td>\n",
       "      <td>true, true, true, true, true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>468</th>\n",
       "      <td>958627</td>\n",
       "      <td>\\tMwanatumu</td>\n",
       "      <td>English</td>\n",
       "      <td>Mwanatumu  is a married mother of six children...</td>\n",
       "      <td>Mwanatumu  is a married mother of six children...</td>\n",
       "      <td>250</td>\n",
       "      <td>500</td>\n",
       "      <td>expired</td>\n",
       "      <td>1994601</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>13</td>\n",
       "      <td>10</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Parent, #Vegan, #Woman Owned Biz</td>\n",
       "      <td>\\tMwanatumu</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</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>9550</th>\n",
       "      <td>612273</td>\n",
       "      <td>Munkhbayar</td>\n",
       "      <td>English</td>\n",
       "      <td>Mr. Munkhbayar, 39 years old, lives with his w...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1100</td>\n",
       "      <td>1875</td>\n",
       "      <td>expired</td>\n",
       "      <td>1439126</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>21</td>\n",
       "      <td>34</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Biz Durable Asset, #Parent, #Unique</td>\n",
       "      <td>Munkhbayar</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9554</th>\n",
       "      <td>613786</td>\n",
       "      <td>Reina Isabel</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Reina de 59 años de edad vive en casa de un fa...</td>\n",
       "      <td>Reina is 59 years old and lives in a relative'...</td>\n",
       "      <td>600</td>\n",
       "      <td>1000</td>\n",
       "      <td>expired</td>\n",
       "      <td>1441453</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>18</td>\n",
       "      <td>23</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Elderly, #Parent, #Woman Owned Biz</td>\n",
       "      <td>Reina Isabel</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9572</th>\n",
       "      <td>623540</td>\n",
       "      <td>José Noe</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>José de 24 años, vive junto con su compañera d...</td>\n",
       "      <td>José is 24 years old. He lives with his life's...</td>\n",
       "      <td>675</td>\n",
       "      <td>1000</td>\n",
       "      <td>expired</td>\n",
       "      <td>1456801</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>20</td>\n",
       "      <td>19</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Parent, #Schooling</td>\n",
       "      <td>José Noe</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9607</th>\n",
       "      <td>1390348</td>\n",
       "      <td>LUIS ALBERTO</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Luis es originario del estado de Durango. Actu...</td>\n",
       "      <td>Luis is a native of Durango, but he currently ...</td>\n",
       "      <td>325</td>\n",
       "      <td>1375</td>\n",
       "      <td>expired</td>\n",
       "      <td>2652432</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>26</td>\n",
       "      <td>13</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Health and Sanitation, user_favorite</td>\n",
       "      <td>LUIS ALBERTO</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9635</th>\n",
       "      <td>618794</td>\n",
       "      <td>Ana Iris</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>ana vive en casa propia con su esposo y sus do...</td>\n",
       "      <td>Ana lives in a home of her own, along with her...</td>\n",
       "      <td>375</td>\n",
       "      <td>500</td>\n",
       "      <td>expired</td>\n",
       "      <td>1449637</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Single Parent, #Woman Owned Biz</td>\n",
       "      <td>Ana Iris</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9673</th>\n",
       "      <td>1386889</td>\n",
       "      <td>María Rufina</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>María, solo estudió primer grado en la escuela...</td>\n",
       "      <td>María only studied in the first grade of schoo...</td>\n",
       "      <td>375</td>\n",
       "      <td>800</td>\n",
       "      <td>expired</td>\n",
       "      <td>2648672</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>20</td>\n",
       "      <td>9</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Woman Owned Biz, #Parent</td>\n",
       "      <td>María Rufina</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9674</th>\n",
       "      <td>1387119</td>\n",
       "      <td>Fabian's Group</td>\n",
       "      <td>English</td>\n",
       "      <td>Pictured above is Fabian, often described as a...</td>\n",
       "      <td>Pictured above is Fabian, often described as a...</td>\n",
       "      <td>175</td>\n",
       "      <td>1575</td>\n",
       "      <td>expired</td>\n",
       "      <td>2638088</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>7</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Technology, #Elderly, #Eco-friendly, #Sustain...</td>\n",
       "      <td>Modesto, Nema, Telesia, Ana, Lusiana, Stivin, ...</td>\n",
       "      <td>male, female, female, female, female, male, fe...</td>\n",
       "      <td>true, true, true, true, true, true, true, true...</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9678</th>\n",
       "      <td>1390695</td>\n",
       "      <td>Ushindi Self Help Group</td>\n",
       "      <td>English</td>\n",
       "      <td>The lady raising her hand in the photo is Peni...</td>\n",
       "      <td>The lady raising her hand in the photo is Peni...</td>\n",
       "      <td>200</td>\n",
       "      <td>400</td>\n",
       "      <td>expired</td>\n",
       "      <td>2650466</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Woman Owned Biz, #Parent</td>\n",
       "      <td>STEPHEN , DANIEL , PENINA , MARY</td>\n",
       "      <td>male, male, female, female</td>\n",
       "      <td>true, true, true, true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9679</th>\n",
       "      <td>1390717</td>\n",
       "      <td>Deborah</td>\n",
       "      <td>English</td>\n",
       "      <td>Deborah is 28 years old and married, with two ...</td>\n",
       "      <td>Deborah is 28 years old and married, with two ...</td>\n",
       "      <td>125</td>\n",
       "      <td>500</td>\n",
       "      <td>expired</td>\n",
       "      <td>2645702</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Woman Owned Biz, #Parent, #Repeat Borrower, #...</td>\n",
       "      <td>Deborah</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9703</th>\n",
       "      <td>1006328</td>\n",
       "      <td>Lawrence</td>\n",
       "      <td>English</td>\n",
       "      <td>Lawrence is a man who wants to demonstrate eac...</td>\n",
       "      <td>Lawrence is a man who wants to demonstrate eac...</td>\n",
       "      <td>900</td>\n",
       "      <td>1000</td>\n",
       "      <td>expired</td>\n",
       "      <td>2074369</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>20</td>\n",
       "      <td>11</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Parent, #Animals</td>\n",
       "      <td>Lawrence</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9717</th>\n",
       "      <td>622114</td>\n",
       "      <td>Menik</td>\n",
       "      <td>English</td>\n",
       "      <td>Menik is a private entrepreneur from Norabats ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2175</td>\n",
       "      <td>3000</td>\n",
       "      <td>expired</td>\n",
       "      <td>1454490</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>26</td>\n",
       "      <td>11</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Biz Durable Asset, #First Loan, #Supporting F...</td>\n",
       "      <td>Menik</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9734</th>\n",
       "      <td>997552</td>\n",
       "      <td>Francisco Luis</td>\n",
       "      <td>English</td>\n",
       "      <td>Francisco Luis is 45 years old and lives in th...</td>\n",
       "      <td>Francisco Luis is 45 years old and lives in th...</td>\n",
       "      <td>350</td>\n",
       "      <td>750</td>\n",
       "      <td>expired</td>\n",
       "      <td>2057817</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>20</td>\n",
       "      <td>9</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Francisco Luis</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9748</th>\n",
       "      <td>1390093</td>\n",
       "      <td>Ibrahem</td>\n",
       "      <td>English</td>\n",
       "      <td>Ibrahem, who appears in the photo, is a 38-yea...</td>\n",
       "      <td>Ibrahem, who appears in the photo, is a 38-yea...</td>\n",
       "      <td>1125</td>\n",
       "      <td>2000</td>\n",
       "      <td>expired</td>\n",
       "      <td>2652948</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>27</td>\n",
       "      <td>19</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Technology, #Eco-friendly, #Refugee, #Parent,...</td>\n",
       "      <td>Ibrahem</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9767</th>\n",
       "      <td>1005131</td>\n",
       "      <td>Charles' Group</td>\n",
       "      <td>English</td>\n",
       "      <td>Charles, pictured above, has been a farmer for...</td>\n",
       "      <td>Charles, pictured above, has been a farmer for...</td>\n",
       "      <td>150</td>\n",
       "      <td>650</td>\n",
       "      <td>expired</td>\n",
       "      <td>2031816</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>11</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Sustainable Ag, #Vegan, #Elderly, #Eco-friend...</td>\n",
       "      <td>Domiano, Charles, Carolyne, Rebecca, Grace, Sa...</td>\n",
       "      <td>male, male, female, female, female, female, fe...</td>\n",
       "      <td>true, true, true, true, true, true, true, true...</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9810</th>\n",
       "      <td>1387111</td>\n",
       "      <td>Vitus' Group</td>\n",
       "      <td>English</td>\n",
       "      <td>Vitus' Group is formed by 15 farmers in Kilolo...</td>\n",
       "      <td>Vitus' Group is formed by 15 farmers in Kilolo...</td>\n",
       "      <td>750</td>\n",
       "      <td>2450</td>\n",
       "      <td>expired</td>\n",
       "      <td>2638071</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>11</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Technology, #Elderly, #Eco-friendly, #Sustain...</td>\n",
       "      <td>Fausta, Paskali, Lukelo, Ramadhan, Alfred, Vit...</td>\n",
       "      <td>female, male, male, male, female, male, male, ...</td>\n",
       "      <td>true, true, true, true, true, true, true, true...</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9813</th>\n",
       "      <td>1388299</td>\n",
       "      <td>Maysam</td>\n",
       "      <td>English</td>\n",
       "      <td>Maysam is a 28-year-old married Lebanese woman...</td>\n",
       "      <td>Maysam is a 28-year-old married Lebanese woman...</td>\n",
       "      <td>750</td>\n",
       "      <td>2000</td>\n",
       "      <td>expired</td>\n",
       "      <td>2650623</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>18</td>\n",
       "      <td>24</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Health and Sanitation, user_favorite, user_fa...</td>\n",
       "      <td>Maysam</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9815</th>\n",
       "      <td>1389855</td>\n",
       "      <td>Senghun Group</td>\n",
       "      <td>English</td>\n",
       "      <td>Senghun is a married mother of four school-age...</td>\n",
       "      <td>Senghun is a married mother of four school-age...</td>\n",
       "      <td>1200</td>\n",
       "      <td>1850</td>\n",
       "      <td>expired</td>\n",
       "      <td>2652949</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>20</td>\n",
       "      <td>27</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Parent, #Woman Owned Biz, #Vegan, user_favorite</td>\n",
       "      <td>Chanthy, Chann, Kunthea, Senghun</td>\n",
       "      <td>female, female, female, female</td>\n",
       "      <td>true, true, true, true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9844</th>\n",
       "      <td>618526</td>\n",
       "      <td>Asror</td>\n",
       "      <td>Russian</td>\n",
       "      <td>Асрору из Явана очень повезло в жизни. Он счас...</td>\n",
       "      <td>Asror, who lives in Yavan, has been very lucky...</td>\n",
       "      <td>600</td>\n",
       "      <td>1050</td>\n",
       "      <td>expired</td>\n",
       "      <td>1449161</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>16</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Biz Durable Asset, #Parent, user_favorite</td>\n",
       "      <td>Asror</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9857</th>\n",
       "      <td>621786</td>\n",
       "      <td>Delgersaikhan</td>\n",
       "      <td>English</td>\n",
       "      <td>Mr. Delgersaikhan, 36 years old, lives with hi...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>950</td>\n",
       "      <td>1400</td>\n",
       "      <td>expired</td>\n",
       "      <td>1454048</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>15</td>\n",
       "      <td>21</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Parent, #Eco-friendly, user_favorite</td>\n",
       "      <td>Delgersaikhan</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9864</th>\n",
       "      <td>623927</td>\n",
       "      <td>Tanriverdi</td>\n",
       "      <td>English</td>\n",
       "      <td>Tanriverdi is 60 years old. He is a father of ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>775</td>\n",
       "      <td>1925</td>\n",
       "      <td>expired</td>\n",
       "      <td>1457328</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>17</td>\n",
       "      <td>20</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Elderly, #Parent</td>\n",
       "      <td>Tanriverdi</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9875</th>\n",
       "      <td>998328</td>\n",
       "      <td>HARRISON</td>\n",
       "      <td>English</td>\n",
       "      <td>Harrison is a married man. He has 3 children. ...</td>\n",
       "      <td>Harrison is a married man. He has 3 children. ...</td>\n",
       "      <td>250</td>\n",
       "      <td>500</td>\n",
       "      <td>expired</td>\n",
       "      <td>2059284</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>11</td>\n",
       "      <td>9</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Parent, #Repeat Borrower</td>\n",
       "      <td>HARRISON</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9895</th>\n",
       "      <td>1390719</td>\n",
       "      <td>Leah</td>\n",
       "      <td>English</td>\n",
       "      <td>Leah is 54 years old and married with five chi...</td>\n",
       "      <td>Leah is 54 years old and married with five chi...</td>\n",
       "      <td>150</td>\n",
       "      <td>400</td>\n",
       "      <td>expired</td>\n",
       "      <td>2645722</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Elderly, #Woman Owned Biz, #Repair Renew Repl...</td>\n",
       "      <td>Leah</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9896</th>\n",
       "      <td>1391211</td>\n",
       "      <td>Benard</td>\n",
       "      <td>English</td>\n",
       "      <td>Benard is a hardworking married man living in ...</td>\n",
       "      <td>Benard is a hardworking married man living in ...</td>\n",
       "      <td>250</td>\n",
       "      <td>850</td>\n",
       "      <td>expired</td>\n",
       "      <td>2296485</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>10</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Repeat Borrower, #Parent</td>\n",
       "      <td>Benard</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9913</th>\n",
       "      <td>1005309</td>\n",
       "      <td>Álvaro Antonio</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Álvaro es un habitante de la ciudad de Bogotá ...</td>\n",
       "      <td>Álvaro is a resident of the city of Bogotá. He...</td>\n",
       "      <td>850</td>\n",
       "      <td>1550</td>\n",
       "      <td>expired</td>\n",
       "      <td>2072618</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>27</td>\n",
       "      <td>7</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Health and Sanitation, #First Loan, #Parent, ...</td>\n",
       "      <td>Álvaro Antonio</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9926</th>\n",
       "      <td>620621</td>\n",
       "      <td>Badamjunii</td>\n",
       "      <td>English</td>\n",
       "      <td>Mr. Badamjunii is 46 years old and lives with ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1225</td>\n",
       "      <td>3025</td>\n",
       "      <td>expired</td>\n",
       "      <td>1452277</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>32</td>\n",
       "      <td>47</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Eco-friendly, #Parent, #Supporting Family</td>\n",
       "      <td>Badamjunii</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9940</th>\n",
       "      <td>998053</td>\n",
       "      <td>Claudio</td>\n",
       "      <td>English</td>\n",
       "      <td>Claudio is 63 years old, married with 3 childr...</td>\n",
       "      <td>Claudio is 63 years old, married with 3 childr...</td>\n",
       "      <td>800</td>\n",
       "      <td>1075</td>\n",
       "      <td>expired</td>\n",
       "      <td>2035452</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>20</td>\n",
       "      <td>21</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Elderly, #Vegan, #Parent, #Schooling, user_fa...</td>\n",
       "      <td>Claudio</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9945</th>\n",
       "      <td>999869</td>\n",
       "      <td>Luis Alonso</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Luis, de 58 años de edad, es una persona que t...</td>\n",
       "      <td>Luis is 58 years old and works hard as a farme...</td>\n",
       "      <td>450</td>\n",
       "      <td>1000</td>\n",
       "      <td>expired</td>\n",
       "      <td>2062173</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>13</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Elderly, #Animals, #Biz Durable Asset</td>\n",
       "      <td>Luis Alonso</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9955</th>\n",
       "      <td>1387143</td>\n",
       "      <td>Josefu's Group</td>\n",
       "      <td>English</td>\n",
       "      <td>Josefu's Group is formed by 16 farmers in Kilo...</td>\n",
       "      <td>Josefu's Group is formed by 16 farmers in Kilo...</td>\n",
       "      <td>375</td>\n",
       "      <td>2125</td>\n",
       "      <td>expired</td>\n",
       "      <td>2638159</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Technology, #Elderly, #Eco-friendly, #Sustain...</td>\n",
       "      <td>Simoni, Josefu, Mwandishi, Costantino, Karimu,...</td>\n",
       "      <td>male, male, male, male, male, female, female, ...</td>\n",
       "      <td>true, true, true, true, true, true, true, true...</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9959</th>\n",
       "      <td>1389744</td>\n",
       "      <td>Sitorakhon</td>\n",
       "      <td>English</td>\n",
       "      <td>Sitorakhon is 37 years old and she is a hardwo...</td>\n",
       "      <td>Sitorakhon is 37 years old and she is a hardwo...</td>\n",
       "      <td>700</td>\n",
       "      <td>1725</td>\n",
       "      <td>expired</td>\n",
       "      <td>2652815</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>20</td>\n",
       "      <td>10</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Fabrics, #Parent, #Repeat Borrower</td>\n",
       "      <td>Sitorakhon</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9990</th>\n",
       "      <td>624954</td>\n",
       "      <td>Araceli Esperanza</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Araceli Esperanza mayor de edad casada origina...</td>\n",
       "      <td>Araceli Esperanza is a married adult from one ...</td>\n",
       "      <td>1200</td>\n",
       "      <td>1225</td>\n",
       "      <td>expired</td>\n",
       "      <td>1458717</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>29</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Woman Owned Biz, #Repeat Borrower, user_favorite</td>\n",
       "      <td>Araceli Esperanza</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>425 rows × 34 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      LOAN_ID                    LOAN_NAME ORIGINAL_LANGUAGE  \\\n",
       "22     957461                      Arcelly           English   \n",
       "25     959145                      Melania           English   \n",
       "36     416929                        Nabil           English   \n",
       "46     419381                 Alvaro David           Spanish   \n",
       "50     421569                         Juan           Spanish   \n",
       "118    422210                   FELICISIMA           English   \n",
       "166    664314                     Botirali           Russian   \n",
       "175    959283  Siege De La Sagesse A Group            French   \n",
       "182    961555                     Svetlana           English   \n",
       "184    956167         Buenas Vecinas Group           Spanish   \n",
       "196    423301                       Valens           English   \n",
       "197    423910   Amor Y Paz De Dios 2 Group           English   \n",
       "200    424277                      Muneera           English   \n",
       "205   1155222                       Samina           English   \n",
       "271    960863                 DIEGO HERNAN           Spanish   \n",
       "286    420491                   Rahmatullo           Russian   \n",
       "293    423549                ETIENNE\\t\\t\\t           English   \n",
       "315    659120                        Ayman           English   \n",
       "334    957238            Lorena Del Carmen           Spanish   \n",
       "344    418106                        Nadia           English   \n",
       "379    659917                       Ararat           English   \n",
       "383    955073                        Anush           English   \n",
       "402    962917            Santa Maria Group           Spanish   \n",
       "408    417703               Lita Guadalupe           Spanish   \n",
       "414    420892                         Nour           English   \n",
       "427   1159223                      Pascual           Spanish   \n",
       "443    657619               Alfonso Javier           Spanish   \n",
       "455    956053                 JHOISS ELENA           Spanish   \n",
       "460    958355                    Luy Group           English   \n",
       "468    958627                  \\tMwanatumu           English   \n",
       "...       ...                          ...               ...   \n",
       "9550   612273                   Munkhbayar           English   \n",
       "9554   613786                 Reina Isabel           Spanish   \n",
       "9572   623540                     José Noe           Spanish   \n",
       "9607  1390348                 LUIS ALBERTO           Spanish   \n",
       "9635   618794                     Ana Iris           Spanish   \n",
       "9673  1386889                 María Rufina           Spanish   \n",
       "9674  1387119               Fabian's Group           English   \n",
       "9678  1390695      Ushindi Self Help Group           English   \n",
       "9679  1390717                      Deborah           English   \n",
       "9703  1006328                     Lawrence           English   \n",
       "9717   622114                        Menik           English   \n",
       "9734   997552               Francisco Luis           English   \n",
       "9748  1390093                      Ibrahem           English   \n",
       "9767  1005131               Charles' Group           English   \n",
       "9810  1387111                 Vitus' Group           English   \n",
       "9813  1388299                       Maysam           English   \n",
       "9815  1389855                Senghun Group           English   \n",
       "9844   618526                        Asror           Russian   \n",
       "9857   621786                Delgersaikhan           English   \n",
       "9864   623927                   Tanriverdi           English   \n",
       "9875   998328                     HARRISON           English   \n",
       "9895  1390719                         Leah           English   \n",
       "9896  1391211                       Benard           English   \n",
       "9913  1005309               Álvaro Antonio           Spanish   \n",
       "9926   620621                   Badamjunii           English   \n",
       "9940   998053                      Claudio           English   \n",
       "9945   999869                  Luis Alonso           Spanish   \n",
       "9955  1387143               Josefu's Group           English   \n",
       "9959  1389744                  Sitorakhon            English   \n",
       "9990   624954            Araceli Esperanza           Spanish   \n",
       "\n",
       "                                            DESCRIPTION  \\\n",
       "22    Arcelly has started a “Dry Goods” business in ...   \n",
       "25    Melania works hard to support her family. Mela...   \n",
       "36    Nabil is a 57-year-old married father of one c...   \n",
       "46    El profesor Álvaro David es originario del mun...   \n",
       "50    Juan, es casado y tiene seis hijos con los cua...   \n",
       "118   Felicisima, age 59, is a business woman in the...   \n",
       "166   Ботирали житель района Джаббор Расулова города...   \n",
       "175   Kadjuru est commerçante, membre du groupe de c...   \n",
       "182   Svetlana, teacher by her profession, has been ...   \n",
       "184   La A.C. “BUENAS VECINAS” iniciará el sexto cic...   \n",
       "196   Valens is married to a farmer. He has been a r...   \n",
       "197   Elena is the coordinator of a group called Amo...   \n",
       "200   Muneera is a conservative woman so she is unwi...   \n",
       "205   Samina is 34 years old married women, lives in...   \n",
       "271   Con un firme propósito de comprar una casa pro...   \n",
       "286   Рахматулло житель города Душанбе. Ему 64 года....   \n",
       "293   Etienne is single. He has been a rice farmer f...   \n",
       "315   Ayman is 24 years old. He works in a shoe shop...   \n",
       "334   Lorena, solicita un nuevo préstamo que inverti...   \n",
       "344   Nadia is 33 years old and a married woman. She...   \n",
       "379   Ararat is from Masis town. He lives there with...   \n",
       "383   Anush lives in Vanadzor city of Lori region li...   \n",
       "402   Natividad es una mujer de 36 años de edad, viv...   \n",
       "408   Lita vive en Portoviejo con su esposo una de s...   \n",
       "414   Nour is a 31-year-old married woman from Al Ha...   \n",
       "427   Pascual es un padre de familia muy trabajador ...   \n",
       "443   Don Alfonso tiene 44 años de edad, es padre de...   \n",
       "455   Jhoiss de 37 años de edad vive en casa propia ...   \n",
       "460   Luy is a 39-year-old married rice farmer who r...   \n",
       "468   Mwanatumu  is a married mother of six children...   \n",
       "...                                                 ...   \n",
       "9550  Mr. Munkhbayar, 39 years old, lives with his w...   \n",
       "9554  Reina de 59 años de edad vive en casa de un fa...   \n",
       "9572  José de 24 años, vive junto con su compañera d...   \n",
       "9607  Luis es originario del estado de Durango. Actu...   \n",
       "9635  ana vive en casa propia con su esposo y sus do...   \n",
       "9673  María, solo estudió primer grado en la escuela...   \n",
       "9674  Pictured above is Fabian, often described as a...   \n",
       "9678  The lady raising her hand in the photo is Peni...   \n",
       "9679  Deborah is 28 years old and married, with two ...   \n",
       "9703  Lawrence is a man who wants to demonstrate eac...   \n",
       "9717  Menik is a private entrepreneur from Norabats ...   \n",
       "9734  Francisco Luis is 45 years old and lives in th...   \n",
       "9748  Ibrahem, who appears in the photo, is a 38-yea...   \n",
       "9767  Charles, pictured above, has been a farmer for...   \n",
       "9810  Vitus' Group is formed by 15 farmers in Kilolo...   \n",
       "9813  Maysam is a 28-year-old married Lebanese woman...   \n",
       "9815  Senghun is a married mother of four school-age...   \n",
       "9844  Асрору из Явана очень повезло в жизни. Он счас...   \n",
       "9857  Mr. Delgersaikhan, 36 years old, lives with hi...   \n",
       "9864  Tanriverdi is 60 years old. He is a father of ...   \n",
       "9875  Harrison is a married man. He has 3 children. ...   \n",
       "9895  Leah is 54 years old and married with five chi...   \n",
       "9896  Benard is a hardworking married man living in ...   \n",
       "9913  Álvaro es un habitante de la ciudad de Bogotá ...   \n",
       "9926  Mr. Badamjunii is 46 years old and lives with ...   \n",
       "9940  Claudio is 63 years old, married with 3 childr...   \n",
       "9945  Luis, de 58 años de edad, es una persona que t...   \n",
       "9955  Josefu's Group is formed by 16 farmers in Kilo...   \n",
       "9959  Sitorakhon is 37 years old and she is a hardwo...   \n",
       "9990  Araceli Esperanza mayor de edad casada origina...   \n",
       "\n",
       "                                 DESCRIPTION_TRANSLATED  FUNDED_AMOUNT  \\\n",
       "22    Arcelly has started a “Dry Goods” business in ...            100   \n",
       "25    Melania works hard to support her family. Mela...            225   \n",
       "36                                                  NaN            425   \n",
       "46    \\r\\nProfessor Álvaro David is from the town of...            275   \n",
       "50    Juan is married and has six children he lives ...            325   \n",
       "118                                                 NaN            500   \n",
       "166   Botirali is a resident of the Djabbor Rasulov ...           1725   \n",
       "175   Kadjuru is a merchant and a member of the loan...           6025   \n",
       "182   Svetlana, teacher by her profession, has been ...           1000   \n",
       "184   The “BUENAS VECINAS” [Good Neighbors] communal...           2600   \n",
       "196                                                 NaN            750   \n",
       "197                                                 NaN           2900   \n",
       "200                                                 NaN            200   \n",
       "205   Samina is 34 years old married women, lives in...            100   \n",
       "271   With the strong intention of buying his own ho...            275   \n",
       "286   Rahmatullo lives in the city of Dushanbe. He i...           2850   \n",
       "293                                                 NaN            275   \n",
       "315                                                 NaN            600   \n",
       "334   Lorena is requesting a new loan which she will...            350   \n",
       "344                                                 NaN            325   \n",
       "379                                                 NaN            325   \n",
       "383   Anush lives in Vanadzor city of Lori region li...            650   \n",
       "402   Natividad is 36 years old. She lives with her ...           4150   \n",
       "408   Lita lives in Portoviejo with her husband and ...            475   \n",
       "414                                                 NaN            275   \n",
       "427   Pascual is a very hard-working, perseverent fa...            150   \n",
       "443   Alfonso is 44 years old and the father of 5 ch...            875   \n",
       "455   Jhoiss is 37 years old and lives in her own ho...            375   \n",
       "460   Luy is a 39-year-old married rice farmer who r...           1550   \n",
       "468   Mwanatumu  is a married mother of six children...            250   \n",
       "...                                                 ...            ...   \n",
       "9550                                                NaN           1100   \n",
       "9554  Reina is 59 years old and lives in a relative'...            600   \n",
       "9572  José is 24 years old. He lives with his life's...            675   \n",
       "9607  Luis is a native of Durango, but he currently ...            325   \n",
       "9635  Ana lives in a home of her own, along with her...            375   \n",
       "9673  María only studied in the first grade of schoo...            375   \n",
       "9674  Pictured above is Fabian, often described as a...            175   \n",
       "9678  The lady raising her hand in the photo is Peni...            200   \n",
       "9679  Deborah is 28 years old and married, with two ...            125   \n",
       "9703  Lawrence is a man who wants to demonstrate eac...            900   \n",
       "9717                                                NaN           2175   \n",
       "9734  Francisco Luis is 45 years old and lives in th...            350   \n",
       "9748  Ibrahem, who appears in the photo, is a 38-yea...           1125   \n",
       "9767  Charles, pictured above, has been a farmer for...            150   \n",
       "9810  Vitus' Group is formed by 15 farmers in Kilolo...            750   \n",
       "9813  Maysam is a 28-year-old married Lebanese woman...            750   \n",
       "9815  Senghun is a married mother of four school-age...           1200   \n",
       "9844  Asror, who lives in Yavan, has been very lucky...            600   \n",
       "9857                                                NaN            950   \n",
       "9864                                                NaN            775   \n",
       "9875  Harrison is a married man. He has 3 children. ...            250   \n",
       "9895  Leah is 54 years old and married with five chi...            150   \n",
       "9896  Benard is a hardworking married man living in ...            250   \n",
       "9913  Álvaro is a resident of the city of Bogotá. He...            850   \n",
       "9926                                                NaN           1225   \n",
       "9940  Claudio is 63 years old, married with 3 childr...            800   \n",
       "9945  Luis is 58 years old and works hard as a farme...            450   \n",
       "9955  Josefu's Group is formed by 16 farmers in Kilo...            375   \n",
       "9959  Sitorakhon is 37 years old and she is a hardwo...            700   \n",
       "9990  Araceli Esperanza is a married adult from one ...           1200   \n",
       "\n",
       "      LOAN_AMOUNT   STATUS  IMAGE_ID  VIDEO_ID         ...          \\\n",
       "22            225  expired   1991613       NaN         ...           \n",
       "25            300  expired   1995381       NaN         ...           \n",
       "36           1000  expired   1074766       NaN         ...           \n",
       "46            875  expired   1080207       NaN         ...           \n",
       "50           1200  expired   1085691       NaN         ...           \n",
       "118          1200  expired   1086901       NaN         ...           \n",
       "166          2100  expired   1521893       NaN         ...           \n",
       "175          9450  expired   1995561       NaN         ...           \n",
       "182          2125  expired   1998747       NaN         ...           \n",
       "184          4525  expired   1991122       NaN         ...           \n",
       "196          1350  expired   1094292       NaN         ...           \n",
       "197          3100  expired   1090717       NaN         ...           \n",
       "200          1150  expired   1091573       NaN         ...           \n",
       "205           450  expired   2315039       NaN         ...           \n",
       "271           525  expired   1997716       NaN         ...           \n",
       "286          3000  expired   1082886       NaN         ...           \n",
       "293           975  expired   1089866       NaN         ...           \n",
       "315          2000  expired   1513954       NaN         ...           \n",
       "334          1025  expired   1992701       NaN         ...           \n",
       "344           725  expired   1077591       NaN         ...           \n",
       "379          1250  expired   1515320       NaN         ...           \n",
       "383          1075  expired   1989572       NaN         ...           \n",
       "402          4875  expired   2000631       NaN         ...           \n",
       "408          1075  expired   1076140       NaN         ...           \n",
       "414          1425  expired   1083932       NaN         ...           \n",
       "427          1075  expired   2320588       NaN         ...           \n",
       "443          1025  expired   1511708       NaN         ...           \n",
       "455           500  expired   1990924       NaN         ...           \n",
       "460          1975  expired   1994221       NaN         ...           \n",
       "468           500  expired   1994601       NaN         ...           \n",
       "...           ...      ...       ...       ...         ...           \n",
       "9550         1875  expired   1439126       NaN         ...           \n",
       "9554         1000  expired   1441453       NaN         ...           \n",
       "9572         1000  expired   1456801       NaN         ...           \n",
       "9607         1375  expired   2652432       NaN         ...           \n",
       "9635          500  expired   1449637       NaN         ...           \n",
       "9673          800  expired   2648672       NaN         ...           \n",
       "9674         1575  expired   2638088       NaN         ...           \n",
       "9678          400  expired   2650466       NaN         ...           \n",
       "9679          500  expired   2645702       NaN         ...           \n",
       "9703         1000  expired   2074369       NaN         ...           \n",
       "9717         3000  expired   1454490       NaN         ...           \n",
       "9734          750  expired   2057817       NaN         ...           \n",
       "9748         2000  expired   2652948       NaN         ...           \n",
       "9767          650  expired   2031816       NaN         ...           \n",
       "9810         2450  expired   2638071       NaN         ...           \n",
       "9813         2000  expired   2650623       NaN         ...           \n",
       "9815         1850  expired   2652949       NaN         ...           \n",
       "9844         1050  expired   1449161       NaN         ...           \n",
       "9857         1400  expired   1454048       NaN         ...           \n",
       "9864         1925  expired   1457328       NaN         ...           \n",
       "9875          500  expired   2059284       NaN         ...           \n",
       "9895          400  expired   2645722       NaN         ...           \n",
       "9896          850  expired   2296485       NaN         ...           \n",
       "9913         1550  expired   2072618       NaN         ...           \n",
       "9926         3025  expired   1452277       NaN         ...           \n",
       "9940         1075  expired   2035452       NaN         ...           \n",
       "9945         1000  expired   2062173       NaN         ...           \n",
       "9955         2125  expired   2638159       NaN         ...           \n",
       "9959         1725  expired   2652815       NaN         ...           \n",
       "9990         1225  expired   1458717       NaN         ...           \n",
       "\n",
       "     LENDER_TERM NUM_LENDERS_TOTAL NUM_JOURNAL_ENTRIES NUM_BULK_ENTRIES  \\\n",
       "22            12                 4                   1                1   \n",
       "25            11                 6                   1                1   \n",
       "36            15                15                   1                1   \n",
       "46            18                11                   1                1   \n",
       "50            14                10                   1                1   \n",
       "118            8                20                   1                1   \n",
       "166           15                27                   1                1   \n",
       "175            8                98                   1                1   \n",
       "182           26                27                   1                1   \n",
       "184           12                87                   1                1   \n",
       "196           10                22                   1                1   \n",
       "197           14               101                   1                1   \n",
       "200           18                 8                   1                1   \n",
       "205           14                 4                   1                1   \n",
       "271           22                10                   1                1   \n",
       "286           14                51                   1                1   \n",
       "293           10                10                   1                1   \n",
       "315           38                16                   1                1   \n",
       "334           20                 8                   1                1   \n",
       "344           18                13                   1                1   \n",
       "379           26                12                   1                1   \n",
       "383           26                 9                   1                1   \n",
       "402           12                43                   1                1   \n",
       "408           14                17                   1                1   \n",
       "414           18                 9                   1                1   \n",
       "427           20                 6                   1                1   \n",
       "443           19                29                   1                1   \n",
       "455           14                 6                   1                1   \n",
       "460           14                31                   1                1   \n",
       "468           13                10                   1                1   \n",
       "...          ...               ...                 ...              ...   \n",
       "9550          21                34                   1                1   \n",
       "9554          18                23                   1                1   \n",
       "9572          20                19                   1                1   \n",
       "9607          26                13                   1                1   \n",
       "9635          15                15                   1                1   \n",
       "9673          20                 9                   1                1   \n",
       "9674          14                 7                   1                1   \n",
       "9678          14                 8                   1                1   \n",
       "9679          14                 5                   1                1   \n",
       "9703          20                11                   1                1   \n",
       "9717          26                11                   1                1   \n",
       "9734          20                 9                   1                1   \n",
       "9748          27                19                   1                1   \n",
       "9767          11                 5                   1                1   \n",
       "9810          14                11                   1                1   \n",
       "9813          18                24                   1                1   \n",
       "9815          20                27                   1                1   \n",
       "9844          14                16                   1                1   \n",
       "9857          15                21                   1                1   \n",
       "9864          17                20                   1                1   \n",
       "9875          11                 9                   1                1   \n",
       "9895          14                 2                   1                1   \n",
       "9896          14                10                   1                1   \n",
       "9913          27                 7                   1                1   \n",
       "9926          32                47                   1                1   \n",
       "9940          20                21                   1                1   \n",
       "9945          14                13                   1                1   \n",
       "9955          14                15                   1                1   \n",
       "9959          20                10                   1                1   \n",
       "9990          14                29                   1                1   \n",
       "\n",
       "                                                   TAGS  \\\n",
       "22                #Parent, #Schooling, #Woman Owned Biz   \n",
       "25            #Elderly, #Woman Owned Biz, user_favorite   \n",
       "36                                                  NaN   \n",
       "46                                                  NaN   \n",
       "50                                                  NaN   \n",
       "118                                                 NaN   \n",
       "166                    #Animals, #Parent, user_favorite   \n",
       "175                    #Parent, #Elderly, user_favorite   \n",
       "182               #Parent, #Schooling, #Woman Owned Biz   \n",
       "184   #Repeat Borrower, #Parent, user_favorite, user...   \n",
       "196                                                 NaN   \n",
       "197                                                 NaN   \n",
       "200                                                 NaN   \n",
       "205                 #Fabrics, #Woman Owned Biz, #Unique   \n",
       "271               #Animals, #Parent, #Biz Durable Asset   \n",
       "286                                                 NaN   \n",
       "293                                                 NaN   \n",
       "315      #First Loan, #Supporting Family, user_favorite   \n",
       "334         #Parent, #Repeat Borrower, #Woman Owned Biz   \n",
       "344                                                 NaN   \n",
       "379                                       user_favorite   \n",
       "383                     #Woman Owned Biz, user_favorite   \n",
       "402   user_favorite, #Parent, #Woman Owned Biz, #Fir...   \n",
       "408                                                 NaN   \n",
       "414                                                 NaN   \n",
       "427   #Repeat Borrower, #Elderly, #Repair Renew Replace   \n",
       "443   volunteer_pick, #Low-profit FP, #Repeat Borrow...   \n",
       "455           volunteer_pick, #Parent, #Woman Owned Biz   \n",
       "460                #Vegan, user_favorite, user_favorite   \n",
       "468                   #Parent, #Vegan, #Woman Owned Biz   \n",
       "...                                                 ...   \n",
       "9550               #Biz Durable Asset, #Parent, #Unique   \n",
       "9554                #Elderly, #Parent, #Woman Owned Biz   \n",
       "9572                                #Parent, #Schooling   \n",
       "9607              #Health and Sanitation, user_favorite   \n",
       "9635                   #Single Parent, #Woman Owned Biz   \n",
       "9673                          #Woman Owned Biz, #Parent   \n",
       "9674  #Technology, #Elderly, #Eco-friendly, #Sustain...   \n",
       "9678                          #Woman Owned Biz, #Parent   \n",
       "9679  #Woman Owned Biz, #Parent, #Repeat Borrower, #...   \n",
       "9703                                  #Parent, #Animals   \n",
       "9717  #Biz Durable Asset, #First Loan, #Supporting F...   \n",
       "9734                                                NaN   \n",
       "9748  #Technology, #Eco-friendly, #Refugee, #Parent,...   \n",
       "9767  #Sustainable Ag, #Vegan, #Elderly, #Eco-friend...   \n",
       "9810  #Technology, #Elderly, #Eco-friendly, #Sustain...   \n",
       "9813  #Health and Sanitation, user_favorite, user_fa...   \n",
       "9815   #Parent, #Woman Owned Biz, #Vegan, user_favorite   \n",
       "9844         #Biz Durable Asset, #Parent, user_favorite   \n",
       "9857              #Parent, #Eco-friendly, user_favorite   \n",
       "9864                                  #Elderly, #Parent   \n",
       "9875                          #Parent, #Repeat Borrower   \n",
       "9895  #Elderly, #Woman Owned Biz, #Repair Renew Repl...   \n",
       "9896                          #Repeat Borrower, #Parent   \n",
       "9913  #Health and Sanitation, #First Loan, #Parent, ...   \n",
       "9926         #Eco-friendly, #Parent, #Supporting Family   \n",
       "9940  #Elderly, #Vegan, #Parent, #Schooling, user_fa...   \n",
       "9945             #Elderly, #Animals, #Biz Durable Asset   \n",
       "9955  #Technology, #Elderly, #Eco-friendly, #Sustain...   \n",
       "9959                #Fabrics, #Parent, #Repeat Borrower   \n",
       "9990  #Woman Owned Biz, #Repeat Borrower, user_favorite   \n",
       "\n",
       "                                         BORROWER_NAMES  \\\n",
       "22                                              Arcelly   \n",
       "25                                              Melania   \n",
       "36                                                Nabil   \n",
       "46                                         Alvaro David   \n",
       "50                                                 Juan   \n",
       "118                                          FELICISIMA   \n",
       "166                                            Botirali   \n",
       "175   matumona, mwengesyali, Kadjuru, munyagala, mut...   \n",
       "182                                            Svetlana   \n",
       "184   Guilda Maris, Elizabeth, Hortencia, Rogelia, E...   \n",
       "196                                              Valens   \n",
       "197                 Elena, Santa, Candida, Julia, Maria   \n",
       "200                                             Muneera   \n",
       "205                                              Samina   \n",
       "271                                        DIEGO HERNAN   \n",
       "286                                          Rahmatullo   \n",
       "293                                       ETIENNE\\t\\t\\t   \n",
       "315                                               Ayman   \n",
       "334                                   Lorena Del Carmen   \n",
       "344                                               Nadia   \n",
       "379                                              Ararat   \n",
       "383                                               Anush   \n",
       "402   MARGARITA, CASTA INES, NATIVIDAD, MARIA, MAGDA...   \n",
       "408                                      Lita Guadalupe   \n",
       "414                                                Nour   \n",
       "427                                             Pascual   \n",
       "443                                      Alfonso Javier   \n",
       "455                                        JHOISS ELENA   \n",
       "460                      Luy, Sarath, Chhan, Samey, Ouk   \n",
       "468                                         \\tMwanatumu   \n",
       "...                                                 ...   \n",
       "9550                                         Munkhbayar   \n",
       "9554                                       Reina Isabel   \n",
       "9572                                           José Noe   \n",
       "9607                                       LUIS ALBERTO   \n",
       "9635                                           Ana Iris   \n",
       "9673                                       María Rufina   \n",
       "9674  Modesto, Nema, Telesia, Ana, Lusiana, Stivin, ...   \n",
       "9678                  STEPHEN , DANIEL , PENINA , MARY    \n",
       "9679                                            Deborah   \n",
       "9703                                           Lawrence   \n",
       "9717                                              Menik   \n",
       "9734                                     Francisco Luis   \n",
       "9748                                            Ibrahem   \n",
       "9767  Domiano, Charles, Carolyne, Rebecca, Grace, Sa...   \n",
       "9810  Fausta, Paskali, Lukelo, Ramadhan, Alfred, Vit...   \n",
       "9813                                             Maysam   \n",
       "9815                   Chanthy, Chann, Kunthea, Senghun   \n",
       "9844                                              Asror   \n",
       "9857                                      Delgersaikhan   \n",
       "9864                                         Tanriverdi   \n",
       "9875                                           HARRISON   \n",
       "9895                                               Leah   \n",
       "9896                                             Benard   \n",
       "9913                                     Álvaro Antonio   \n",
       "9926                                         Badamjunii   \n",
       "9940                                            Claudio   \n",
       "9945                                        Luis Alonso   \n",
       "9955  Simoni, Josefu, Mwandishi, Costantino, Karimu,...   \n",
       "9959                                        Sitorakhon    \n",
       "9990                                  Araceli Esperanza   \n",
       "\n",
       "                                       BORROWER_GENDERS  \\\n",
       "22                                               female   \n",
       "25                                               female   \n",
       "36                                                 male   \n",
       "46                                                 male   \n",
       "50                                                 male   \n",
       "118                                              female   \n",
       "166                                                male   \n",
       "175          male, female, female, male, female, female   \n",
       "182                                              female   \n",
       "184   female, female, female, female, female, male, ...   \n",
       "196                                                male   \n",
       "197              female, female, female, female, female   \n",
       "200                                              female   \n",
       "205                                              female   \n",
       "271                                                male   \n",
       "286                                                male   \n",
       "293                                                male   \n",
       "315                                                male   \n",
       "334                                              female   \n",
       "344                                              female   \n",
       "379                                                male   \n",
       "383                                              female   \n",
       "402   female, female, female, female, female, female...   \n",
       "408                                              female   \n",
       "414                                              female   \n",
       "427                                                male   \n",
       "443                                                male   \n",
       "455                                              female   \n",
       "460                  male, male, female, female, female   \n",
       "468                                              female   \n",
       "...                                                 ...   \n",
       "9550                                               male   \n",
       "9554                                             female   \n",
       "9572                                               male   \n",
       "9607                                               male   \n",
       "9635                                             female   \n",
       "9673                                             female   \n",
       "9674  male, female, female, female, female, male, fe...   \n",
       "9678                         male, male, female, female   \n",
       "9679                                             female   \n",
       "9703                                               male   \n",
       "9717                                               male   \n",
       "9734                                               male   \n",
       "9748                                               male   \n",
       "9767  male, male, female, female, female, female, fe...   \n",
       "9810  female, male, male, male, female, male, male, ...   \n",
       "9813                                             female   \n",
       "9815                     female, female, female, female   \n",
       "9844                                               male   \n",
       "9857                                               male   \n",
       "9864                                               male   \n",
       "9875                                               male   \n",
       "9895                                             female   \n",
       "9896                                               male   \n",
       "9913                                               male   \n",
       "9926                                               male   \n",
       "9940                                               male   \n",
       "9945                                               male   \n",
       "9955  male, male, male, male, male, female, female, ...   \n",
       "9959                                             female   \n",
       "9990                                             female   \n",
       "\n",
       "                                      BORROWER_PICTURED REPAYMENT_INTERVAL  \\\n",
       "22                                                 true          irregular   \n",
       "25                                                 true          irregular   \n",
       "36                                                 true            monthly   \n",
       "46                                                 true            monthly   \n",
       "50                                                 true            monthly   \n",
       "118                                                true            monthly   \n",
       "166                                                true            monthly   \n",
       "175                  true, true, true, true, true, true            monthly   \n",
       "182                                                true            monthly   \n",
       "184   true, true, true, true, true, true, true, true...            monthly   \n",
       "196                                                true             bullet   \n",
       "197                        true, true, true, true, true            monthly   \n",
       "200                                                true            monthly   \n",
       "205                                                true            monthly   \n",
       "271                                                true             bullet   \n",
       "286                                                true            monthly   \n",
       "293                                                true             bullet   \n",
       "315                                                true            monthly   \n",
       "334                                                true            monthly   \n",
       "344                                                true            monthly   \n",
       "379                                                true            monthly   \n",
       "383                                                true            monthly   \n",
       "402      true, true, true, true, true, true, true, true            monthly   \n",
       "408                                                true            monthly   \n",
       "414                                                true            monthly   \n",
       "427                                                true            monthly   \n",
       "443                                                true            monthly   \n",
       "455                                                true            monthly   \n",
       "460                        true, true, true, true, true            monthly   \n",
       "468                                                true          irregular   \n",
       "...                                                 ...                ...   \n",
       "9550                                               true            monthly   \n",
       "9554                                               true            monthly   \n",
       "9572                                               true            monthly   \n",
       "9607                                               true            monthly   \n",
       "9635                                               true            monthly   \n",
       "9673                                               true            monthly   \n",
       "9674  true, true, true, true, true, true, true, true...             bullet   \n",
       "9678                             true, true, true, true            monthly   \n",
       "9679                                               true            monthly   \n",
       "9703                                               true            monthly   \n",
       "9717                                               true            monthly   \n",
       "9734                                               true             bullet   \n",
       "9748                                               true            monthly   \n",
       "9767  true, true, true, true, true, true, true, true...             bullet   \n",
       "9810  true, true, true, true, true, true, true, true...             bullet   \n",
       "9813                                               true            monthly   \n",
       "9815                             true, true, true, true            monthly   \n",
       "9844                                               true            monthly   \n",
       "9857                                               true            monthly   \n",
       "9864                                               true            monthly   \n",
       "9875                                               true            monthly   \n",
       "9895                                               true            monthly   \n",
       "9896                                               true            monthly   \n",
       "9913                                               true            monthly   \n",
       "9926                                               true            monthly   \n",
       "9940                                               true            monthly   \n",
       "9945                                               true             bullet   \n",
       "9955  true, true, true, true, true, true, true, true...             bullet   \n",
       "9959                                               true            monthly   \n",
       "9990                                               true            monthly   \n",
       "\n",
       "      DISTRIBUTION_MODEL  \n",
       "22         field_partner  \n",
       "25         field_partner  \n",
       "36         field_partner  \n",
       "46         field_partner  \n",
       "50         field_partner  \n",
       "118        field_partner  \n",
       "166        field_partner  \n",
       "175        field_partner  \n",
       "182        field_partner  \n",
       "184        field_partner  \n",
       "196        field_partner  \n",
       "197        field_partner  \n",
       "200        field_partner  \n",
       "205        field_partner  \n",
       "271        field_partner  \n",
       "286        field_partner  \n",
       "293        field_partner  \n",
       "315        field_partner  \n",
       "334        field_partner  \n",
       "344        field_partner  \n",
       "379        field_partner  \n",
       "383        field_partner  \n",
       "402        field_partner  \n",
       "408        field_partner  \n",
       "414        field_partner  \n",
       "427        field_partner  \n",
       "443        field_partner  \n",
       "455        field_partner  \n",
       "460        field_partner  \n",
       "468        field_partner  \n",
       "...                  ...  \n",
       "9550       field_partner  \n",
       "9554       field_partner  \n",
       "9572       field_partner  \n",
       "9607       field_partner  \n",
       "9635       field_partner  \n",
       "9673       field_partner  \n",
       "9674       field_partner  \n",
       "9678       field_partner  \n",
       "9679       field_partner  \n",
       "9703       field_partner  \n",
       "9717       field_partner  \n",
       "9734       field_partner  \n",
       "9748       field_partner  \n",
       "9767       field_partner  \n",
       "9810       field_partner  \n",
       "9813       field_partner  \n",
       "9815       field_partner  \n",
       "9844       field_partner  \n",
       "9857       field_partner  \n",
       "9864       field_partner  \n",
       "9875       field_partner  \n",
       "9895       field_partner  \n",
       "9896       field_partner  \n",
       "9913       field_partner  \n",
       "9926       field_partner  \n",
       "9940       field_partner  \n",
       "9945       field_partner  \n",
       "9955       field_partner  \n",
       "9959       field_partner  \n",
       "9990       field_partner  \n",
       "\n",
       "[425 rows x 34 columns]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#shows the rows with \"STATUS\" column value: \"expired\" or \"fundraising\"\n",
    "\n",
    "df[(df[\"STATUS\"] == 'expired') | (df[\"STATUS\"] == \"fundraising\")]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>LOAN_ID</th>\n",
       "      <th>LOAN_NAME</th>\n",
       "      <th>ORIGINAL_LANGUAGE</th>\n",
       "      <th>DESCRIPTION</th>\n",
       "      <th>DESCRIPTION_TRANSLATED</th>\n",
       "      <th>FUNDED_AMOUNT</th>\n",
       "      <th>LOAN_AMOUNT</th>\n",
       "      <th>STATUS</th>\n",
       "      <th>IMAGE_ID</th>\n",
       "      <th>VIDEO_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>LENDER_TERM</th>\n",
       "      <th>NUM_LENDERS_TOTAL</th>\n",
       "      <th>NUM_JOURNAL_ENTRIES</th>\n",
       "      <th>NUM_BULK_ENTRIES</th>\n",
       "      <th>TAGS</th>\n",
       "      <th>BORROWER_NAMES</th>\n",
       "      <th>BORROWER_GENDERS</th>\n",
       "      <th>BORROWER_PICTURED</th>\n",
       "      <th>REPAYMENT_INTERVAL</th>\n",
       "      <th>DISTRIBUTION_MODEL</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>657259</td>\n",
       "      <td>Idalia Marizza</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Doña Idalia, esta casada, tiene 57 años de eda...</td>\n",
       "      <td>Idalia, 57, is married and lives with her husb...</td>\n",
       "      <td>400</td>\n",
       "      <td>400</td>\n",
       "      <td>funded</td>\n",
       "      <td>1507947</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>11</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Idalia Marizza</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>661601</td>\n",
       "      <td>Francisco</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Francisco, es jefe de su hogar, vive con su fa...</td>\n",
       "      <td>Francisco is the head of his household, living...</td>\n",
       "      <td>1600</td>\n",
       "      <td>1600</td>\n",
       "      <td>funded</td>\n",
       "      <td>1517749</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>26</td>\n",
       "      <td>49</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>user_favorite, #Biz Durable Asset, #Animals, #...</td>\n",
       "      <td>Francisco</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>661165</td>\n",
       "      <td>JESUS ISACC</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Jesus vive en la ciudad de Ferreñafe, tiene mu...</td>\n",
       "      <td>Jesus lives in the city of Ferreñafe.  He grea...</td>\n",
       "      <td>300</td>\n",
       "      <td>300</td>\n",
       "      <td>funded</td>\n",
       "      <td>1517108</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>10</td>\n",
       "      <td>11</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>volunteer_pick, volunteer_like, user_favorite,...</td>\n",
       "      <td>JESUS ISACC</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>664664</td>\n",
       "      <td>Fidel Ángel</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Fidel de 56 años de edad  estudio segundo grad...</td>\n",
       "      <td>Fidel is 56 years old and studied as far as se...</td>\n",
       "      <td>1500</td>\n",
       "      <td>1500</td>\n",
       "      <td>funded</td>\n",
       "      <td>1522391</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>15</td>\n",
       "      <td>53</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Fidel Ángel</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>665129</td>\n",
       "      <td>Martha Julia</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Martha, tiene 36 años de edad, vive en unión l...</td>\n",
       "      <td>Martha is 36 years old and lives common-law wi...</td>\n",
       "      <td>125</td>\n",
       "      <td>125</td>\n",
       "      <td>funded</td>\n",
       "      <td>1520949</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Martha Julia</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>959457</td>\n",
       "      <td>MARIA ETELVINA</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>María de 63 años de edad, tiene 20 años de res...</td>\n",
       "      <td>María is 63 years old and has been living in h...</td>\n",
       "      <td>300</td>\n",
       "      <td>300</td>\n",
       "      <td>funded</td>\n",
       "      <td>1995758</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>11</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>volunteer_pick, volunteer_like</td>\n",
       "      <td>MARIA ETELVINA</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>416702</td>\n",
       "      <td>Solidario San Jose Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>SOLIDARIO SAN JOSE.\\nMarina se dedican a la cr...</td>\n",
       "      <td>SAN JOSE SOLIDARITY GROUP\\r\\n\\r\\nMarina raises...</td>\n",
       "      <td>775</td>\n",
       "      <td>775</td>\n",
       "      <td>funded</td>\n",
       "      <td>1074281</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>30</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Marina, Dolores, Mildred Carolina</td>\n",
       "      <td>female, female, female</td>\n",
       "      <td>true, true, true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>417087</td>\n",
       "      <td>Oñondivepa Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>16 mujeres de la ciudad de San Pedro se han un...</td>\n",
       "      <td>Sixteen women from the city of San Pedro have ...</td>\n",
       "      <td>2100</td>\n",
       "      <td>2100</td>\n",
       "      <td>funded</td>\n",
       "      <td>1074964</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>9</td>\n",
       "      <td>63</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Esmilce, Roquelina, Daniela, Angela, Estela, R...</td>\n",
       "      <td>female, female, female, female, female, female...</td>\n",
       "      <td>true, true, true, true, true, true, true, true...</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>417365</td>\n",
       "      <td>Yulisa Liseth</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Yulisa Liseth actualmente desempeña el cargo d...</td>\n",
       "      <td>Yulisa Liseth currently holds the post of acco...</td>\n",
       "      <td>350</td>\n",
       "      <td>350</td>\n",
       "      <td>funded</td>\n",
       "      <td>1075484</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>13</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Yulisa Liseth</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>419381</td>\n",
       "      <td>Alvaro David</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>El profesor Álvaro David es originario del mun...</td>\n",
       "      <td>\\r\\nProfessor Álvaro David is from the town of...</td>\n",
       "      <td>275</td>\n",
       "      <td>875</td>\n",
       "      <td>expired</td>\n",
       "      <td>1080207</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>18</td>\n",
       "      <td>11</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Alvaro David</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>421569</td>\n",
       "      <td>Juan</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Juan, es casado y tiene seis hijos con los cua...</td>\n",
       "      <td>Juan is married and has six children he lives ...</td>\n",
       "      <td>325</td>\n",
       "      <td>1200</td>\n",
       "      <td>expired</td>\n",
       "      <td>1085691</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>10</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Juan</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>421618</td>\n",
       "      <td>San Alejandro Agricultura Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Braulia tiene 35 años de edad y es parte del g...</td>\n",
       "      <td>Braulia is 35 years old and belongs to the San...</td>\n",
       "      <td>4800</td>\n",
       "      <td>4800</td>\n",
       "      <td>funded</td>\n",
       "      <td>1079131</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>153</td>\n",
       "      <td>6</td>\n",
       "      <td>3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Berenice, Braulia, Leticia, Veronica</td>\n",
       "      <td>female, female, female, female</td>\n",
       "      <td>true, true, true, true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>422503</td>\n",
       "      <td>Doris</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Doris tiene 48 años de edad, es casada y tiene...</td>\n",
       "      <td>Doris, age 48, is married and has three childr...</td>\n",
       "      <td>800</td>\n",
       "      <td>800</td>\n",
       "      <td>funded</td>\n",
       "      <td>1087348</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>20</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Doris</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>1156002</td>\n",
       "      <td>Elsa Ester</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Elsa, tiene 63 años de edad, estudió hasta sex...</td>\n",
       "      <td>Elsa is 63, she has 2 children and does not li...</td>\n",
       "      <td>1100</td>\n",
       "      <td>1100</td>\n",
       "      <td>funded</td>\n",
       "      <td>2316028</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>31</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>#Elderly, #Woman Owned Biz, #Repeat Borrower, ...</td>\n",
       "      <td>Elsa Ester</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>251406</td>\n",
       "      <td>José Roan Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>El grupo se llama “José Roan”  y se ubica en l...</td>\n",
       "      <td>The group called “José Roan” is located in the...</td>\n",
       "      <td>825</td>\n",
       "      <td>825</td>\n",
       "      <td>funded</td>\n",
       "      <td>679231</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>22</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Uriel, Joel, Idolina</td>\n",
       "      <td>female, female, female</td>\n",
       "      <td>true, true, true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>254012</td>\n",
       "      <td>Maria Magdalena</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>María de 55 años, tiene una tienda de víveres ...</td>\n",
       "      <td>María, 55, has a grocery store in the front pa...</td>\n",
       "      <td>1000</td>\n",
       "      <td>1000</td>\n",
       "      <td>funded</td>\n",
       "      <td>655391</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>12</td>\n",
       "      <td>36</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Maria Magdalena</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>251336</td>\n",
       "      <td>Rober</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Rober, de 32 años, está casado con Janeth, de ...</td>\n",
       "      <td>Rober, 32, is married to Janeth, 31, and they ...</td>\n",
       "      <td>375</td>\n",
       "      <td>375</td>\n",
       "      <td>funded</td>\n",
       "      <td>649025</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>12</td>\n",
       "      <td>15</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Rober</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>254221</td>\n",
       "      <td>Mariana Alexandra</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Mariana de 19 años,  es madre soltera con un n...</td>\n",
       "      <td>Mariana, 19, is a single mother of a one year ...</td>\n",
       "      <td>600</td>\n",
       "      <td>600</td>\n",
       "      <td>funded</td>\n",
       "      <td>655937</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>13</td>\n",
       "      <td>18</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Mariana Alexandra</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>1164754</td>\n",
       "      <td>FLOR DE MARIA</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Flor de María a sus 38 años estudia el último ...</td>\n",
       "      <td>Flor de María at 38 years old is studying her ...</td>\n",
       "      <td>825</td>\n",
       "      <td>825</td>\n",
       "      <td>funded</td>\n",
       "      <td>2330750</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>26</td>\n",
       "      <td>18</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Schooling</td>\n",
       "      <td>FLOR DE MARIA</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>1204329</td>\n",
       "      <td>TOMASA</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>La señora Tomasa es una persona de carácter hu...</td>\n",
       "      <td>Tomasa is a humble person.  She is 31 years ol...</td>\n",
       "      <td>725</td>\n",
       "      <td>725</td>\n",
       "      <td>funded</td>\n",
       "      <td>2391627</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>27</td>\n",
       "      <td>26</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Eco-friendly, #Sustainable Ag</td>\n",
       "      <td>TOMASA</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>659012</td>\n",
       "      <td>Maria Herlinda</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>María Herlinda es una joven de 28 años de edad...</td>\n",
       "      <td>María Herlinda is a young woman of 28 years of...</td>\n",
       "      <td>1000</td>\n",
       "      <td>1000</td>\n",
       "      <td>funded</td>\n",
       "      <td>1513782</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>25</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>#Interesting Photo, #Parent, #Vegan</td>\n",
       "      <td>Maria Herlinda</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>659111</td>\n",
       "      <td>Mario De Jesús</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Mario tiene 58 años de edad, 16 de ellos dedic...</td>\n",
       "      <td>Mario is 58 and has been working as an indepen...</td>\n",
       "      <td>875</td>\n",
       "      <td>875</td>\n",
       "      <td>funded</td>\n",
       "      <td>1513942</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>20</td>\n",
       "      <td>27</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>#Biz Durable Asset, #Elderly, user_favorite</td>\n",
       "      <td>Mario De Jesús</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>659572</td>\n",
       "      <td>Magda De Los Angeles</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>La señora Magda junto a su esposo ha procreado...</td>\n",
       "      <td>Señora Magda together with her husband has fou...</td>\n",
       "      <td>700</td>\n",
       "      <td>700</td>\n",
       "      <td>funded</td>\n",
       "      <td>1514822</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>23</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>#Repeat Borrower, #Low-profit FP</td>\n",
       "      <td>Magda De Los Angeles</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>664184</td>\n",
       "      <td>Juan Ramon</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Juan  tiene 37 años es de la comunidad de  de ...</td>\n",
       "      <td>Juan is 37 years old, and lives in the communi...</td>\n",
       "      <td>525</td>\n",
       "      <td>525</td>\n",
       "      <td>funded</td>\n",
       "      <td>1521737</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>26</td>\n",
       "      <td>20</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>user_favorite</td>\n",
       "      <td>Juan Ramon</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>661980</td>\n",
       "      <td>Victor</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>El señor Víctor  tiene 45 años de edad, es una...</td>\n",
       "      <td>Victor is 45 years old. He is a hard-working p...</td>\n",
       "      <td>875</td>\n",
       "      <td>875</td>\n",
       "      <td>funded</td>\n",
       "      <td>1518553</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>32</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Parent, #Vegan, user_favorite</td>\n",
       "      <td>Victor</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>664180</td>\n",
       "      <td>Deysi Iduvina</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>A sus 61 años de edad Deysi trabaja muy duro p...</td>\n",
       "      <td>At 61 years old, Deysi is working very hard in...</td>\n",
       "      <td>500</td>\n",
       "      <td>500</td>\n",
       "      <td>funded</td>\n",
       "      <td>1521735</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Elderly, #Woman Owned Biz, #Supporting Family</td>\n",
       "      <td>Deysi Iduvina</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>416235</td>\n",
       "      <td>Alcanzando Metas Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Este Banco comunal se llama “Alcanzando Metas”...</td>\n",
       "      <td>Introducing “Alcanzando Metas” (Reaching Goals...</td>\n",
       "      <td>5850</td>\n",
       "      <td>5850</td>\n",
       "      <td>funded</td>\n",
       "      <td>1073472</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>205</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Brigida, Norma, Jeannette, Ana María, Paula, M...</td>\n",
       "      <td>female, female, female, female, female, female...</td>\n",
       "      <td>true, true, true, true, true, true, true, true...</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>418784</td>\n",
       "      <td>Oñondivepa Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>El comité Oñondivepa  nace mediante la gestión...</td>\n",
       "      <td>\\r\\nThe “Oñondivepa” committee was born thanks...</td>\n",
       "      <td>1925</td>\n",
       "      <td>1925</td>\n",
       "      <td>funded</td>\n",
       "      <td>1078906</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>45</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Maria, Gladys, Gervasia, Catalina, Lourden, Bl...</td>\n",
       "      <td>female, female, female, female, female, female...</td>\n",
       "      <td>true, true, true, true, true, true, true, true...</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>419418</td>\n",
       "      <td>José Antonio</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>José es un hombre de 35 años que vive en Santo...</td>\n",
       "      <td>\\nJosé is a 35 year old man living in Santo Do...</td>\n",
       "      <td>1075</td>\n",
       "      <td>1075</td>\n",
       "      <td>funded</td>\n",
       "      <td>1080292</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>15</td>\n",
       "      <td>40</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>José Antonio</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>421115</td>\n",
       "      <td>Ana Elsa</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>La señora Ana tiene 46 años de edad, vive junt...</td>\n",
       "      <td>Ana, 46, and her husband work hard making craf...</td>\n",
       "      <td>1000</td>\n",
       "      <td>1000</td>\n",
       "      <td>funded</td>\n",
       "      <td>1084396</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>26</td>\n",
       "      <td>30</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Ana Elsa</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</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>9885</th>\n",
       "      <td>1002393</td>\n",
       "      <td>Ricardo Jose</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Ricardo, hace 1 año se dedica a criar y comerc...</td>\n",
       "      <td>Ricardo has been raising and selling pigs for ...</td>\n",
       "      <td>325</td>\n",
       "      <td>325</td>\n",
       "      <td>funded</td>\n",
       "      <td>2067606</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>15</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Animals, #Repeat Borrower, #Single</td>\n",
       "      <td>Ricardo Jose</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9891</th>\n",
       "      <td>1386771</td>\n",
       "      <td>Los Labradores Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Verónica de 31 años de edad, es casada tiene t...</td>\n",
       "      <td>Verónica, 31, is married.  She has three child...</td>\n",
       "      <td>600</td>\n",
       "      <td>600</td>\n",
       "      <td>funded</td>\n",
       "      <td>2648487</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>10</td>\n",
       "      <td>19</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Animals, #Parent, user_favorite</td>\n",
       "      <td>Juan, Veronica, Alex</td>\n",
       "      <td>male, female, male</td>\n",
       "      <td>true, true, true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9892</th>\n",
       "      <td>1389453</td>\n",
       "      <td>Mujeres Emprendedoras De 24 De Junio Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>RUTH es una socia de 38 años de edad soltera c...</td>\n",
       "      <td>RUTH is a 38 year old partner who is single an...</td>\n",
       "      <td>2500</td>\n",
       "      <td>2500</td>\n",
       "      <td>funded</td>\n",
       "      <td>2556035</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Abigail Leonor,  Betty, Ruth Mireya, FLOR ELEN...</td>\n",
       "      <td>female, female, female, female, female, female...</td>\n",
       "      <td>true, true, true, false, true, true, true, true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9894</th>\n",
       "      <td>1390355</td>\n",
       "      <td>Virgen Asunta Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Los socios pertenecen al banco comunal “VIRGEN...</td>\n",
       "      <td>The members of this group belong to the commun...</td>\n",
       "      <td>3325</td>\n",
       "      <td>3325</td>\n",
       "      <td>funded</td>\n",
       "      <td>2653532</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>25</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Repeat Borrower, #Woman Owned Biz, user_favor...</td>\n",
       "      <td>Brigida, Luis, Rosmery, Dora, Mamerto, Yuli, V...</td>\n",
       "      <td>female, male, female, female, male, female, fe...</td>\n",
       "      <td>true, true, true, true, true, true, true, true...</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9897</th>\n",
       "      <td>1392041</td>\n",
       "      <td>YANIRA CANDELARIA</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Yanira es madre soltera de una niña que tiene ...</td>\n",
       "      <td>Yanira is a single mother of a girl who is eig...</td>\n",
       "      <td>950</td>\n",
       "      <td>950</td>\n",
       "      <td>funded</td>\n",
       "      <td>2655749</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>20</td>\n",
       "      <td>30</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Woman Owned Biz, #Single Parent, #Parent</td>\n",
       "      <td>YANIRA CANDELARIA</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9899</th>\n",
       "      <td>628166</td>\n",
       "      <td>Geovanni Aristides</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Geovanni, opta por invertir más en su tienda, ...</td>\n",
       "      <td>Geovanni chose to invest more in his store. He...</td>\n",
       "      <td>700</td>\n",
       "      <td>700</td>\n",
       "      <td>funded</td>\n",
       "      <td>1463593</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>22</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Supporting Family, #Repeat Borrower</td>\n",
       "      <td>Geovanni Aristides</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9903</th>\n",
       "      <td>630500</td>\n",
       "      <td>Berta Lucía</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Berta hace 2 años aproximadamente decidió inic...</td>\n",
       "      <td>Around two years ago Berta decided to start he...</td>\n",
       "      <td>1050</td>\n",
       "      <td>1050</td>\n",
       "      <td>funded</td>\n",
       "      <td>1467274</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>26</td>\n",
       "      <td>31</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>volunteer_pick, volunteer_like, #Fabrics, #Rep...</td>\n",
       "      <td>Berta Lucía</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9911</th>\n",
       "      <td>1004215</td>\n",
       "      <td>María Bernarda</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>María es una mujer de 44 años comprometida y m...</td>\n",
       "      <td>Maria is a committed, 44 year old woman and mo...</td>\n",
       "      <td>300</td>\n",
       "      <td>300</td>\n",
       "      <td>funded</td>\n",
       "      <td>2071045</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>15</td>\n",
       "      <td>11</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Parent, #First Loan, #Woman Owned Biz</td>\n",
       "      <td>María Bernarda</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9912</th>\n",
       "      <td>1004792</td>\n",
       "      <td>Suzana</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Suzana continúa con su negocio de artesanía de...</td>\n",
       "      <td>Suzana continues with her handicraft business ...</td>\n",
       "      <td>1175</td>\n",
       "      <td>1175</td>\n",
       "      <td>funded</td>\n",
       "      <td>1931821</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>44</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Woman Owned Biz, #Repeat Borrower, user_favorite</td>\n",
       "      <td>Suzana</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9913</th>\n",
       "      <td>1005309</td>\n",
       "      <td>Álvaro Antonio</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Álvaro es un habitante de la ciudad de Bogotá ...</td>\n",
       "      <td>Álvaro is a resident of the city of Bogotá. He...</td>\n",
       "      <td>850</td>\n",
       "      <td>1550</td>\n",
       "      <td>expired</td>\n",
       "      <td>2072618</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>27</td>\n",
       "      <td>7</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Health and Sanitation, #First Loan, #Parent, ...</td>\n",
       "      <td>Álvaro Antonio</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9914</th>\n",
       "      <td>1005321</td>\n",
       "      <td>VICTOR MANUEL</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>La vivienda en la que habita Víctor junto a su...</td>\n",
       "      <td>The house in which Víctor lives with his life ...</td>\n",
       "      <td>200</td>\n",
       "      <td>200</td>\n",
       "      <td>funded</td>\n",
       "      <td>2072633</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Health and Sanitation, #Job Creator</td>\n",
       "      <td>VICTOR MANUEL</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9917</th>\n",
       "      <td>1005924</td>\n",
       "      <td>CARLOS ALFREDO</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Carlos tiene 32 años de edad es de estado civi...</td>\n",
       "      <td>Carlos is 32 years old. His civil status is ma...</td>\n",
       "      <td>1000</td>\n",
       "      <td>1000</td>\n",
       "      <td>funded</td>\n",
       "      <td>2073490</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>18</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>#Parent, #Animals, #Biz Durable Asset</td>\n",
       "      <td>CARLOS ALFREDO</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9920</th>\n",
       "      <td>1006479</td>\n",
       "      <td>ANA CELIA</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Ana tiene 40 años de edad y se dedica a la fab...</td>\n",
       "      <td>Ana, 40, makes and sells bricks, a labor she h...</td>\n",
       "      <td>200</td>\n",
       "      <td>200</td>\n",
       "      <td>funded</td>\n",
       "      <td>2074567</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>7</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ANA CELIA</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9923</th>\n",
       "      <td>618727</td>\n",
       "      <td>Anonymous Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>La señora Juana es madre soltera. Cuenta con 4...</td>\n",
       "      <td>Señora Juana is a single mother.  She is 45-ye...</td>\n",
       "      <td>2775</td>\n",
       "      <td>2775</td>\n",
       "      <td>funded</td>\n",
       "      <td>1449531</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>11</td>\n",
       "      <td>89</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Animals, #Single Parent, user_favorite</td>\n",
       "      <td>CATARINA, TOMASA, RAMONA, TOMASA, LUCIA, MARIA...</td>\n",
       "      <td>female, female, female, female, female, female...</td>\n",
       "      <td>true, true, true, true, true, true, true, true...</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9932</th>\n",
       "      <td>625003</td>\n",
       "      <td>Eva Del Carmen</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Eva es una señora  humilde, originaria de la c...</td>\n",
       "      <td>Eva is a humble woman, and the single mother o...</td>\n",
       "      <td>300</td>\n",
       "      <td>300</td>\n",
       "      <td>funded</td>\n",
       "      <td>1458839</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>10</td>\n",
       "      <td>11</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Eva Del Carmen</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9933</th>\n",
       "      <td>625707</td>\n",
       "      <td>Merlin Janeth</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Merlín Janeth es una mujer de 35 años de edad,...</td>\n",
       "      <td>Merlín Janeth is 35 years old and is married w...</td>\n",
       "      <td>1425</td>\n",
       "      <td>1425</td>\n",
       "      <td>funded</td>\n",
       "      <td>1459939</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>27</td>\n",
       "      <td>47</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Schooling, #Parent, #Supporting Family</td>\n",
       "      <td>Merlin Janeth</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9937</th>\n",
       "      <td>995998</td>\n",
       "      <td>Renacer De Ayarmaca Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>La socia pertenece al banco comunal RENACER DE...</td>\n",
       "      <td>The member belongs to the Renacer De Ayarmaca ...</td>\n",
       "      <td>3425</td>\n",
       "      <td>3425</td>\n",
       "      <td>funded</td>\n",
       "      <td>1909785</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>102</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Parent, #Repeat Borrower, user_favorite</td>\n",
       "      <td>Gloria, Maximiliana, Sonia, Alicia, Noemi, Bra...</td>\n",
       "      <td>female, female, female, female, female, female...</td>\n",
       "      <td>true, true, true, true, true, true, true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9943</th>\n",
       "      <td>998544</td>\n",
       "      <td>Grupo Paculam Las Amigas Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>María es una mujer de 29 años de edad, esta si...</td>\n",
       "      <td>María is a 29 year old woman who is married to...</td>\n",
       "      <td>3150</td>\n",
       "      <td>3150</td>\n",
       "      <td>funded</td>\n",
       "      <td>2059665</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>32</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Fabrics, #Parent, #Woman Owned Biz</td>\n",
       "      <td>Dalila Séfora, Catarina, Catarina, Iriam Pascu...</td>\n",
       "      <td>female, female, female, female, female, female...</td>\n",
       "      <td>true, true, true, true, true, true, true, true...</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9944</th>\n",
       "      <td>999814</td>\n",
       "      <td>LUIS FABIAN</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Luis tiene 40 años de edad, es de estado civil...</td>\n",
       "      <td>Luis, 40, is married and has three children--L...</td>\n",
       "      <td>800</td>\n",
       "      <td>800</td>\n",
       "      <td>funded</td>\n",
       "      <td>2062010</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>17</td>\n",
       "      <td>19</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>#Animals, #Parent</td>\n",
       "      <td>LUIS FABIAN</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9945</th>\n",
       "      <td>999869</td>\n",
       "      <td>Luis Alonso</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Luis, de 58 años de edad, es una persona que t...</td>\n",
       "      <td>Luis is 58 years old and works hard as a farme...</td>\n",
       "      <td>450</td>\n",
       "      <td>1000</td>\n",
       "      <td>expired</td>\n",
       "      <td>2062173</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>13</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Elderly, #Animals, #Biz Durable Asset</td>\n",
       "      <td>Luis Alonso</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9947</th>\n",
       "      <td>1001307</td>\n",
       "      <td>Gotitas De Amor Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Hilda es conviviente con hijos dependientes. E...</td>\n",
       "      <td>Hilda is married and has dependent children. S...</td>\n",
       "      <td>2025</td>\n",
       "      <td>2025</td>\n",
       "      <td>funded</td>\n",
       "      <td>2065675</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>9</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>user_favorite</td>\n",
       "      <td>Noemi, Olga Clara, Eva Edith, Felicia, Agustin...</td>\n",
       "      <td>female, female, female, female, female, female...</td>\n",
       "      <td>true, true, true, true, true, true, true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9948</th>\n",
       "      <td>1002567</td>\n",
       "      <td>Maria Teodora</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>María de 45 años de edad, estudió hasta primer...</td>\n",
       "      <td>María is 45 years old and she studied until th...</td>\n",
       "      <td>1000</td>\n",
       "      <td>1000</td>\n",
       "      <td>funded</td>\n",
       "      <td>2067880</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>32</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>user_favorite, #Parent, #Repeat Borrower, #Veg...</td>\n",
       "      <td>Maria Teodora</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9956</th>\n",
       "      <td>1388560</td>\n",
       "      <td>24 De Enero Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>La A.C. “24 de Enero” iniciará el trigésimo qu...</td>\n",
       "      <td>The Communal Bank “24 de Enero” (January 24th)...</td>\n",
       "      <td>7350</td>\n",
       "      <td>7350</td>\n",
       "      <td>funded</td>\n",
       "      <td>2651000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>9</td>\n",
       "      <td>145</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Fabrics, #Woman Owned Biz, #Parent, user_favo...</td>\n",
       "      <td>Elizabeth, Ruben Horlando, Rosalia, Juana\\t\\t,...</td>\n",
       "      <td>female, male, female, female, female, female, ...</td>\n",
       "      <td>true, true, true, true, true, true, true, true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9961</th>\n",
       "      <td>1390502</td>\n",
       "      <td>Timoteo Nemecio</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>\\nEl socio pertenece al Banco comunal LLAPALLA...</td>\n",
       "      <td>This borrower, Timoteo, belongs to the Llapall...</td>\n",
       "      <td>1550</td>\n",
       "      <td>1550</td>\n",
       "      <td>funded</td>\n",
       "      <td>2653766</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>49</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Repeat Borrower, user_favorite, user_favorite</td>\n",
       "      <td>Timoteo Nemecio</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9975</th>\n",
       "      <td>633831</td>\n",
       "      <td>Karina Beatriz</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>\\nKarina de 26 años de edad es madre soltera ...</td>\n",
       "      <td>Karina, who's twenty-six years old, is a singl...</td>\n",
       "      <td>200</td>\n",
       "      <td>200</td>\n",
       "      <td>funded</td>\n",
       "      <td>1472113</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Karina Beatriz</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9976</th>\n",
       "      <td>634514</td>\n",
       "      <td>Felix</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Felix, es soltero no tiene hijos , vive en cas...</td>\n",
       "      <td>Felix is single and has no children.  He lives...</td>\n",
       "      <td>500</td>\n",
       "      <td>500</td>\n",
       "      <td>funded</td>\n",
       "      <td>1473390</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>18</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>#Single, #Supporting Family, user_favorite</td>\n",
       "      <td>Felix</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9985</th>\n",
       "      <td>621734</td>\n",
       "      <td>Luis Ernesto</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Luis tiene 55 años vive al lado de su esposa, ...</td>\n",
       "      <td>Luis, age 55, lives with his wife.  She is his...</td>\n",
       "      <td>1100</td>\n",
       "      <td>1100</td>\n",
       "      <td>funded</td>\n",
       "      <td>1453934</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>37</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Luis Ernesto</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9988</th>\n",
       "      <td>623572</td>\n",
       "      <td>Nelly Evangelina</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Doña Nelly es una mujer feliz, luchadora, empr...</td>\n",
       "      <td>Nelly is a cheerful, determined and enterprisi...</td>\n",
       "      <td>1225</td>\n",
       "      <td>1225</td>\n",
       "      <td>funded</td>\n",
       "      <td>1456772</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>20</td>\n",
       "      <td>33</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nelly Evangelina</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9990</th>\n",
       "      <td>624954</td>\n",
       "      <td>Araceli Esperanza</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Araceli Esperanza mayor de edad casada origina...</td>\n",
       "      <td>Araceli Esperanza is a married adult from one ...</td>\n",
       "      <td>1200</td>\n",
       "      <td>1225</td>\n",
       "      <td>expired</td>\n",
       "      <td>1458717</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>29</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Woman Owned Biz, #Repeat Borrower, user_favorite</td>\n",
       "      <td>Araceli Esperanza</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9994</th>\n",
       "      <td>996109</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>El es un señor de 42 años de edad de estado ci...</td>\n",
       "      <td>He is a 42-year-old single man who works in a ...</td>\n",
       "      <td>475</td>\n",
       "      <td>475</td>\n",
       "      <td>funded</td>\n",
       "      <td>2055540</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>15</td>\n",
       "      <td>16</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Health and Sanitation, #Single</td>\n",
       "      <td>NaN</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2330 rows × 34 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      LOAN_ID                                   LOAN_NAME ORIGINAL_LANGUAGE  \\\n",
       "1      657259                              Idalia Marizza           Spanish   \n",
       "7      661601                                   Francisco           Spanish   \n",
       "13     661165                                 JESUS ISACC           Spanish   \n",
       "16     664664                                 Fidel Ángel           Spanish   \n",
       "17     665129                                Martha Julia           Spanish   \n",
       "26     959457                              MARIA ETELVINA           Spanish   \n",
       "35     416702                    Solidario San Jose Group           Spanish   \n",
       "37     417087                            Oñondivepa Group           Spanish   \n",
       "38     417365                               Yulisa Liseth           Spanish   \n",
       "46     419381                                Alvaro David           Spanish   \n",
       "50     421569                                        Juan           Spanish   \n",
       "51     421618             San Alejandro Agricultura Group           Spanish   \n",
       "54     422503                                       Doris           Spanish   \n",
       "59    1156002                                  Elsa Ester           Spanish   \n",
       "64     251406                             José Roan Group           Spanish   \n",
       "67     254012                             Maria Magdalena           Spanish   \n",
       "69     251336                                       Rober           Spanish   \n",
       "70     254221                           Mariana Alexandra           Spanish   \n",
       "73    1164754                               FLOR DE MARIA           Spanish   \n",
       "74    1204329                                      TOMASA           Spanish   \n",
       "77     659012                              Maria Herlinda           Spanish   \n",
       "79     659111                              Mario De Jesús           Spanish   \n",
       "81     659572                        Magda De Los Angeles           Spanish   \n",
       "86     664184                                  Juan Ramon           Spanish   \n",
       "87     661980                                      Victor           Spanish   \n",
       "88     664180                               Deysi Iduvina           Spanish   \n",
       "107    416235                      Alcanzando Metas Group           Spanish   \n",
       "111    418784                            Oñondivepa Group           Spanish   \n",
       "112    419418                                José Antonio           Spanish   \n",
       "116    421115                                    Ana Elsa           Spanish   \n",
       "...       ...                                         ...               ...   \n",
       "9885  1002393                                Ricardo Jose           Spanish   \n",
       "9891  1386771                        Los Labradores Group           Spanish   \n",
       "9892  1389453  Mujeres Emprendedoras De 24 De Junio Group           Spanish   \n",
       "9894  1390355                         Virgen Asunta Group           Spanish   \n",
       "9897  1392041                           YANIRA CANDELARIA           Spanish   \n",
       "9899   628166                          Geovanni Aristides           Spanish   \n",
       "9903   630500                                 Berta Lucía           Spanish   \n",
       "9911  1004215                              María Bernarda           Spanish   \n",
       "9912  1004792                                      Suzana           Spanish   \n",
       "9913  1005309                              Álvaro Antonio           Spanish   \n",
       "9914  1005321                               VICTOR MANUEL           Spanish   \n",
       "9917  1005924                              CARLOS ALFREDO           Spanish   \n",
       "9920  1006479                                   ANA CELIA           Spanish   \n",
       "9923   618727                             Anonymous Group           Spanish   \n",
       "9932   625003                              Eva Del Carmen           Spanish   \n",
       "9933   625707                               Merlin Janeth           Spanish   \n",
       "9937   995998                   Renacer De Ayarmaca Group           Spanish   \n",
       "9943   998544              Grupo Paculam Las Amigas Group           Spanish   \n",
       "9944   999814                                 LUIS FABIAN           Spanish   \n",
       "9945   999869                                 Luis Alonso           Spanish   \n",
       "9947  1001307                       Gotitas De Amor Group           Spanish   \n",
       "9948  1002567                               Maria Teodora           Spanish   \n",
       "9956  1388560                           24 De Enero Group           Spanish   \n",
       "9961  1390502                             Timoteo Nemecio           Spanish   \n",
       "9975   633831                              Karina Beatriz           Spanish   \n",
       "9976   634514                                       Felix           Spanish   \n",
       "9985   621734                                Luis Ernesto           Spanish   \n",
       "9988   623572                            Nelly Evangelina           Spanish   \n",
       "9990   624954                           Araceli Esperanza           Spanish   \n",
       "9994   996109                                         NaN           Spanish   \n",
       "\n",
       "                                            DESCRIPTION  \\\n",
       "1     Doña Idalia, esta casada, tiene 57 años de eda...   \n",
       "7     Francisco, es jefe de su hogar, vive con su fa...   \n",
       "13    Jesus vive en la ciudad de Ferreñafe, tiene mu...   \n",
       "16    Fidel de 56 años de edad  estudio segundo grad...   \n",
       "17    Martha, tiene 36 años de edad, vive en unión l...   \n",
       "26    María de 63 años de edad, tiene 20 años de res...   \n",
       "35    SOLIDARIO SAN JOSE.\\nMarina se dedican a la cr...   \n",
       "37    16 mujeres de la ciudad de San Pedro se han un...   \n",
       "38    Yulisa Liseth actualmente desempeña el cargo d...   \n",
       "46    El profesor Álvaro David es originario del mun...   \n",
       "50    Juan, es casado y tiene seis hijos con los cua...   \n",
       "51    Braulia tiene 35 años de edad y es parte del g...   \n",
       "54    Doris tiene 48 años de edad, es casada y tiene...   \n",
       "59    Elsa, tiene 63 años de edad, estudió hasta sex...   \n",
       "64    El grupo se llama “José Roan”  y se ubica en l...   \n",
       "67    María de 55 años, tiene una tienda de víveres ...   \n",
       "69    Rober, de 32 años, está casado con Janeth, de ...   \n",
       "70    Mariana de 19 años,  es madre soltera con un n...   \n",
       "73    Flor de María a sus 38 años estudia el último ...   \n",
       "74    La señora Tomasa es una persona de carácter hu...   \n",
       "77    María Herlinda es una joven de 28 años de edad...   \n",
       "79    Mario tiene 58 años de edad, 16 de ellos dedic...   \n",
       "81    La señora Magda junto a su esposo ha procreado...   \n",
       "86    Juan  tiene 37 años es de la comunidad de  de ...   \n",
       "87    El señor Víctor  tiene 45 años de edad, es una...   \n",
       "88    A sus 61 años de edad Deysi trabaja muy duro p...   \n",
       "107   Este Banco comunal se llama “Alcanzando Metas”...   \n",
       "111   El comité Oñondivepa  nace mediante la gestión...   \n",
       "112   José es un hombre de 35 años que vive en Santo...   \n",
       "116   La señora Ana tiene 46 años de edad, vive junt...   \n",
       "...                                                 ...   \n",
       "9885  Ricardo, hace 1 año se dedica a criar y comerc...   \n",
       "9891  Verónica de 31 años de edad, es casada tiene t...   \n",
       "9892  RUTH es una socia de 38 años de edad soltera c...   \n",
       "9894  Los socios pertenecen al banco comunal “VIRGEN...   \n",
       "9897  Yanira es madre soltera de una niña que tiene ...   \n",
       "9899  Geovanni, opta por invertir más en su tienda, ...   \n",
       "9903  Berta hace 2 años aproximadamente decidió inic...   \n",
       "9911  María es una mujer de 44 años comprometida y m...   \n",
       "9912  Suzana continúa con su negocio de artesanía de...   \n",
       "9913  Álvaro es un habitante de la ciudad de Bogotá ...   \n",
       "9914  La vivienda en la que habita Víctor junto a su...   \n",
       "9917  Carlos tiene 32 años de edad es de estado civi...   \n",
       "9920  Ana tiene 40 años de edad y se dedica a la fab...   \n",
       "9923  La señora Juana es madre soltera. Cuenta con 4...   \n",
       "9932  Eva es una señora  humilde, originaria de la c...   \n",
       "9933  Merlín Janeth es una mujer de 35 años de edad,...   \n",
       "9937  La socia pertenece al banco comunal RENACER DE...   \n",
       "9943  María es una mujer de 29 años de edad, esta si...   \n",
       "9944  Luis tiene 40 años de edad, es de estado civil...   \n",
       "9945  Luis, de 58 años de edad, es una persona que t...   \n",
       "9947  Hilda es conviviente con hijos dependientes. E...   \n",
       "9948  María de 45 años de edad, estudió hasta primer...   \n",
       "9956  La A.C. “24 de Enero” iniciará el trigésimo qu...   \n",
       "9961  \\nEl socio pertenece al Banco comunal LLAPALLA...   \n",
       "9975   \\nKarina de 26 años de edad es madre soltera ...   \n",
       "9976  Felix, es soltero no tiene hijos , vive en cas...   \n",
       "9985  Luis tiene 55 años vive al lado de su esposa, ...   \n",
       "9988  Doña Nelly es una mujer feliz, luchadora, empr...   \n",
       "9990  Araceli Esperanza mayor de edad casada origina...   \n",
       "9994  El es un señor de 42 años de edad de estado ci...   \n",
       "\n",
       "                                 DESCRIPTION_TRANSLATED  FUNDED_AMOUNT  \\\n",
       "1     Idalia, 57, is married and lives with her husb...            400   \n",
       "7     Francisco is the head of his household, living...           1600   \n",
       "13    Jesus lives in the city of Ferreñafe.  He grea...            300   \n",
       "16    Fidel is 56 years old and studied as far as se...           1500   \n",
       "17    Martha is 36 years old and lives common-law wi...            125   \n",
       "26    María is 63 years old and has been living in h...            300   \n",
       "35    SAN JOSE SOLIDARITY GROUP\\r\\n\\r\\nMarina raises...            775   \n",
       "37    Sixteen women from the city of San Pedro have ...           2100   \n",
       "38    Yulisa Liseth currently holds the post of acco...            350   \n",
       "46    \\r\\nProfessor Álvaro David is from the town of...            275   \n",
       "50    Juan is married and has six children he lives ...            325   \n",
       "51    Braulia is 35 years old and belongs to the San...           4800   \n",
       "54    Doris, age 48, is married and has three childr...            800   \n",
       "59    Elsa is 63, she has 2 children and does not li...           1100   \n",
       "64    The group called “José Roan” is located in the...            825   \n",
       "67    María, 55, has a grocery store in the front pa...           1000   \n",
       "69    Rober, 32, is married to Janeth, 31, and they ...            375   \n",
       "70    Mariana, 19, is a single mother of a one year ...            600   \n",
       "73    Flor de María at 38 years old is studying her ...            825   \n",
       "74    Tomasa is a humble person.  She is 31 years ol...            725   \n",
       "77    María Herlinda is a young woman of 28 years of...           1000   \n",
       "79    Mario is 58 and has been working as an indepen...            875   \n",
       "81    Señora Magda together with her husband has fou...            700   \n",
       "86    Juan is 37 years old, and lives in the communi...            525   \n",
       "87    Victor is 45 years old. He is a hard-working p...            875   \n",
       "88    At 61 years old, Deysi is working very hard in...            500   \n",
       "107   Introducing “Alcanzando Metas” (Reaching Goals...           5850   \n",
       "111   \\r\\nThe “Oñondivepa” committee was born thanks...           1925   \n",
       "112   \\nJosé is a 35 year old man living in Santo Do...           1075   \n",
       "116   Ana, 46, and her husband work hard making craf...           1000   \n",
       "...                                                 ...            ...   \n",
       "9885  Ricardo has been raising and selling pigs for ...            325   \n",
       "9891  Verónica, 31, is married.  She has three child...            600   \n",
       "9892  RUTH is a 38 year old partner who is single an...           2500   \n",
       "9894  The members of this group belong to the commun...           3325   \n",
       "9897  Yanira is a single mother of a girl who is eig...            950   \n",
       "9899  Geovanni chose to invest more in his store. He...            700   \n",
       "9903  Around two years ago Berta decided to start he...           1050   \n",
       "9911  Maria is a committed, 44 year old woman and mo...            300   \n",
       "9912  Suzana continues with her handicraft business ...           1175   \n",
       "9913  Álvaro is a resident of the city of Bogotá. He...            850   \n",
       "9914  The house in which Víctor lives with his life ...            200   \n",
       "9917  Carlos is 32 years old. His civil status is ma...           1000   \n",
       "9920  Ana, 40, makes and sells bricks, a labor she h...            200   \n",
       "9923  Señora Juana is a single mother.  She is 45-ye...           2775   \n",
       "9932  Eva is a humble woman, and the single mother o...            300   \n",
       "9933  Merlín Janeth is 35 years old and is married w...           1425   \n",
       "9937  The member belongs to the Renacer De Ayarmaca ...           3425   \n",
       "9943  María is a 29 year old woman who is married to...           3150   \n",
       "9944  Luis, 40, is married and has three children--L...            800   \n",
       "9945  Luis is 58 years old and works hard as a farme...            450   \n",
       "9947  Hilda is married and has dependent children. S...           2025   \n",
       "9948  María is 45 years old and she studied until th...           1000   \n",
       "9956  The Communal Bank “24 de Enero” (January 24th)...           7350   \n",
       "9961  This borrower, Timoteo, belongs to the Llapall...           1550   \n",
       "9975  Karina, who's twenty-six years old, is a singl...            200   \n",
       "9976  Felix is single and has no children.  He lives...            500   \n",
       "9985  Luis, age 55, lives with his wife.  She is his...           1100   \n",
       "9988  Nelly is a cheerful, determined and enterprisi...           1225   \n",
       "9990  Araceli Esperanza is a married adult from one ...           1200   \n",
       "9994  He is a 42-year-old single man who works in a ...            475   \n",
       "\n",
       "      LOAN_AMOUNT   STATUS  IMAGE_ID  VIDEO_ID         ...          \\\n",
       "1             400   funded   1507947       NaN         ...           \n",
       "7            1600   funded   1517749       NaN         ...           \n",
       "13            300   funded   1517108       NaN         ...           \n",
       "16           1500   funded   1522391       NaN         ...           \n",
       "17            125   funded   1520949       NaN         ...           \n",
       "26            300   funded   1995758       NaN         ...           \n",
       "35            775   funded   1074281       NaN         ...           \n",
       "37           2100   funded   1074964       NaN         ...           \n",
       "38            350   funded   1075484       NaN         ...           \n",
       "46            875  expired   1080207       NaN         ...           \n",
       "50           1200  expired   1085691       NaN         ...           \n",
       "51           4800   funded   1079131       NaN         ...           \n",
       "54            800   funded   1087348       NaN         ...           \n",
       "59           1100   funded   2316028       NaN         ...           \n",
       "64            825   funded    679231       NaN         ...           \n",
       "67           1000   funded    655391       NaN         ...           \n",
       "69            375   funded    649025       NaN         ...           \n",
       "70            600   funded    655937       NaN         ...           \n",
       "73            825   funded   2330750       NaN         ...           \n",
       "74            725   funded   2391627       NaN         ...           \n",
       "77           1000   funded   1513782       NaN         ...           \n",
       "79            875   funded   1513942       NaN         ...           \n",
       "81            700   funded   1514822       NaN         ...           \n",
       "86            525   funded   1521737       NaN         ...           \n",
       "87            875   funded   1518553       NaN         ...           \n",
       "88            500   funded   1521735       NaN         ...           \n",
       "107          5850   funded   1073472       NaN         ...           \n",
       "111          1925   funded   1078906       NaN         ...           \n",
       "112          1075   funded   1080292       NaN         ...           \n",
       "116          1000   funded   1084396       NaN         ...           \n",
       "...           ...      ...       ...       ...         ...           \n",
       "9885          325   funded   2067606       NaN         ...           \n",
       "9891          600   funded   2648487       NaN         ...           \n",
       "9892         2500   funded   2556035       NaN         ...           \n",
       "9894         3325   funded   2653532       NaN         ...           \n",
       "9897          950   funded   2655749       NaN         ...           \n",
       "9899          700   funded   1463593       NaN         ...           \n",
       "9903         1050   funded   1467274       NaN         ...           \n",
       "9911          300   funded   2071045       NaN         ...           \n",
       "9912         1175   funded   1931821       NaN         ...           \n",
       "9913         1550  expired   2072618       NaN         ...           \n",
       "9914          200   funded   2072633       NaN         ...           \n",
       "9917         1000   funded   2073490       NaN         ...           \n",
       "9920          200   funded   2074567       NaN         ...           \n",
       "9923         2775   funded   1449531       NaN         ...           \n",
       "9932          300   funded   1458839       NaN         ...           \n",
       "9933         1425   funded   1459939       NaN         ...           \n",
       "9937         3425   funded   1909785       NaN         ...           \n",
       "9943         3150   funded   2059665       NaN         ...           \n",
       "9944          800   funded   2062010       NaN         ...           \n",
       "9945         1000  expired   2062173       NaN         ...           \n",
       "9947         2025   funded   2065675       NaN         ...           \n",
       "9948         1000   funded   2067880       NaN         ...           \n",
       "9956         7350   funded   2651000       NaN         ...           \n",
       "9961         1550   funded   2653766       NaN         ...           \n",
       "9975          200   funded   1472113       NaN         ...           \n",
       "9976          500   funded   1473390       NaN         ...           \n",
       "9985         1100   funded   1453934       NaN         ...           \n",
       "9988         1225   funded   1456772       NaN         ...           \n",
       "9990         1225  expired   1458717       NaN         ...           \n",
       "9994          475   funded   2055540       NaN         ...           \n",
       "\n",
       "     LENDER_TERM NUM_LENDERS_TOTAL NUM_JOURNAL_ENTRIES NUM_BULK_ENTRIES  \\\n",
       "1              8                11                   2                1   \n",
       "7             26                49                   1                1   \n",
       "13            10                11                   1                1   \n",
       "16            15                53                   2                1   \n",
       "17             8                 4                   4                2   \n",
       "26            14                11                   1                1   \n",
       "35             8                30                   4                2   \n",
       "37             9                63                   1                1   \n",
       "38            14                13                   1                1   \n",
       "46            18                11                   1                1   \n",
       "50            14                10                   1                1   \n",
       "51             7               153                   6                3   \n",
       "54            14                20                   4                2   \n",
       "59            14                31                   2                1   \n",
       "64             7                22                   2                1   \n",
       "67            12                36                   1                1   \n",
       "69            12                15                   3                2   \n",
       "70            13                18                   1                1   \n",
       "73            26                18                   1                1   \n",
       "74            27                26                   1                1   \n",
       "77            14                25                   2                1   \n",
       "79            20                27                   3                2   \n",
       "81            14                23                   2                1   \n",
       "86            26                20                   1                1   \n",
       "87            14                32                   1                1   \n",
       "88            14                14                   1                1   \n",
       "107            5               205                   2                1   \n",
       "111            5                45                   1                1   \n",
       "112           15                40                   1                1   \n",
       "116           26                30                   2                1   \n",
       "...          ...               ...                 ...              ...   \n",
       "9885          15                 8                   1                1   \n",
       "9891          10                19                   1                1   \n",
       "9892           6                 1                   1                1   \n",
       "9894           8                25                   1                1   \n",
       "9897          20                30                   1                1   \n",
       "9899          14                22                   1                1   \n",
       "9903          26                31                   3                2   \n",
       "9911          15                11                   1                1   \n",
       "9912          14                44                   1                1   \n",
       "9913          27                 7                   1                1   \n",
       "9914          14                 6                   1                1   \n",
       "9917          14                18                   2                2   \n",
       "9920          14                 7                   1                1   \n",
       "9923          11                89                   1                1   \n",
       "9932          10                11                   1                1   \n",
       "9933          27                47                   1                1   \n",
       "9937           8               102                   1                1   \n",
       "9943          14                32                   1                1   \n",
       "9944          17                19                   2                2   \n",
       "9945          14                13                   1                1   \n",
       "9947           6                 9                   2                1   \n",
       "9948          14                32                   2                1   \n",
       "9956           9               145                   1                1   \n",
       "9961           8                49                   1                1   \n",
       "9975           8                 2                   2                1   \n",
       "9976          14                18                   2                1   \n",
       "9985           8                37                   1                1   \n",
       "9988          20                33                   1                1   \n",
       "9990          14                29                   1                1   \n",
       "9994          15                16                   1                1   \n",
       "\n",
       "                                                   TAGS  \\\n",
       "1                                                   NaN   \n",
       "7     user_favorite, #Biz Durable Asset, #Animals, #...   \n",
       "13    volunteer_pick, volunteer_like, user_favorite,...   \n",
       "16                                                  NaN   \n",
       "17                                                  NaN   \n",
       "26                       volunteer_pick, volunteer_like   \n",
       "35                                                  NaN   \n",
       "37                                                  NaN   \n",
       "38                                                  NaN   \n",
       "46                                                  NaN   \n",
       "50                                                  NaN   \n",
       "51                                                  NaN   \n",
       "54                                                  NaN   \n",
       "59    #Elderly, #Woman Owned Biz, #Repeat Borrower, ...   \n",
       "64                                                  NaN   \n",
       "67                                                  NaN   \n",
       "69                                                  NaN   \n",
       "70                                                  NaN   \n",
       "73                                           #Schooling   \n",
       "74                       #Eco-friendly, #Sustainable Ag   \n",
       "77                  #Interesting Photo, #Parent, #Vegan   \n",
       "79          #Biz Durable Asset, #Elderly, user_favorite   \n",
       "81                     #Repeat Borrower, #Low-profit FP   \n",
       "86                                        user_favorite   \n",
       "87                       #Parent, #Vegan, user_favorite   \n",
       "88       #Elderly, #Woman Owned Biz, #Supporting Family   \n",
       "107                                                 NaN   \n",
       "111                                                 NaN   \n",
       "112                                                 NaN   \n",
       "116                                                 NaN   \n",
       "...                                                 ...   \n",
       "9885                #Animals, #Repeat Borrower, #Single   \n",
       "9891                   #Animals, #Parent, user_favorite   \n",
       "9892                                                NaN   \n",
       "9894  #Repeat Borrower, #Woman Owned Biz, user_favor...   \n",
       "9897          #Woman Owned Biz, #Single Parent, #Parent   \n",
       "9899               #Supporting Family, #Repeat Borrower   \n",
       "9903  volunteer_pick, volunteer_like, #Fabrics, #Rep...   \n",
       "9911             #Parent, #First Loan, #Woman Owned Biz   \n",
       "9912  #Woman Owned Biz, #Repeat Borrower, user_favorite   \n",
       "9913  #Health and Sanitation, #First Loan, #Parent, ...   \n",
       "9914               #Health and Sanitation, #Job Creator   \n",
       "9917              #Parent, #Animals, #Biz Durable Asset   \n",
       "9920                                                NaN   \n",
       "9923            #Animals, #Single Parent, user_favorite   \n",
       "9932                                                NaN   \n",
       "9933            #Schooling, #Parent, #Supporting Family   \n",
       "9937           #Parent, #Repeat Borrower, user_favorite   \n",
       "9943                #Fabrics, #Parent, #Woman Owned Biz   \n",
       "9944                                  #Animals, #Parent   \n",
       "9945             #Elderly, #Animals, #Biz Durable Asset   \n",
       "9947                                      user_favorite   \n",
       "9948  user_favorite, #Parent, #Repeat Borrower, #Veg...   \n",
       "9956  #Fabrics, #Woman Owned Biz, #Parent, user_favo...   \n",
       "9961     #Repeat Borrower, user_favorite, user_favorite   \n",
       "9975                                                NaN   \n",
       "9976         #Single, #Supporting Family, user_favorite   \n",
       "9985                                                NaN   \n",
       "9988                                                NaN   \n",
       "9990  #Woman Owned Biz, #Repeat Borrower, user_favorite   \n",
       "9994                    #Health and Sanitation, #Single   \n",
       "\n",
       "                                         BORROWER_NAMES  \\\n",
       "1                                        Idalia Marizza   \n",
       "7                                             Francisco   \n",
       "13                                          JESUS ISACC   \n",
       "16                                          Fidel Ángel   \n",
       "17                                         Martha Julia   \n",
       "26                                       MARIA ETELVINA   \n",
       "35                    Marina, Dolores, Mildred Carolina   \n",
       "37    Esmilce, Roquelina, Daniela, Angela, Estela, R...   \n",
       "38                                        Yulisa Liseth   \n",
       "46                                         Alvaro David   \n",
       "50                                                 Juan   \n",
       "51                 Berenice, Braulia, Leticia, Veronica   \n",
       "54                                                Doris   \n",
       "59                                           Elsa Ester   \n",
       "64                                 Uriel, Joel, Idolina   \n",
       "67                                      Maria Magdalena   \n",
       "69                                                Rober   \n",
       "70                                    Mariana Alexandra   \n",
       "73                                        FLOR DE MARIA   \n",
       "74                                               TOMASA   \n",
       "77                                       Maria Herlinda   \n",
       "79                                       Mario De Jesús   \n",
       "81                                 Magda De Los Angeles   \n",
       "86                                           Juan Ramon   \n",
       "87                                               Victor   \n",
       "88                                        Deysi Iduvina   \n",
       "107   Brigida, Norma, Jeannette, Ana María, Paula, M...   \n",
       "111   Maria, Gladys, Gervasia, Catalina, Lourden, Bl...   \n",
       "112                                        José Antonio   \n",
       "116                                            Ana Elsa   \n",
       "...                                                 ...   \n",
       "9885                                       Ricardo Jose   \n",
       "9891                               Juan, Veronica, Alex   \n",
       "9892  Abigail Leonor,  Betty, Ruth Mireya, FLOR ELEN...   \n",
       "9894  Brigida, Luis, Rosmery, Dora, Mamerto, Yuli, V...   \n",
       "9897                                  YANIRA CANDELARIA   \n",
       "9899                                 Geovanni Aristides   \n",
       "9903                                        Berta Lucía   \n",
       "9911                                     María Bernarda   \n",
       "9912                                             Suzana   \n",
       "9913                                     Álvaro Antonio   \n",
       "9914                                      VICTOR MANUEL   \n",
       "9917                                     CARLOS ALFREDO   \n",
       "9920                                          ANA CELIA   \n",
       "9923  CATARINA, TOMASA, RAMONA, TOMASA, LUCIA, MARIA...   \n",
       "9932                                     Eva Del Carmen   \n",
       "9933                                      Merlin Janeth   \n",
       "9937  Gloria, Maximiliana, Sonia, Alicia, Noemi, Bra...   \n",
       "9943  Dalila Séfora, Catarina, Catarina, Iriam Pascu...   \n",
       "9944                                        LUIS FABIAN   \n",
       "9945                                        Luis Alonso   \n",
       "9947  Noemi, Olga Clara, Eva Edith, Felicia, Agustin...   \n",
       "9948                                      Maria Teodora   \n",
       "9956  Elizabeth, Ruben Horlando, Rosalia, Juana\\t\\t,...   \n",
       "9961                                    Timoteo Nemecio   \n",
       "9975                                     Karina Beatriz   \n",
       "9976                                              Felix   \n",
       "9985                                       Luis Ernesto   \n",
       "9988                                   Nelly Evangelina   \n",
       "9990                                  Araceli Esperanza   \n",
       "9994                                                NaN   \n",
       "\n",
       "                                       BORROWER_GENDERS  \\\n",
       "1                                                female   \n",
       "7                                                  male   \n",
       "13                                                 male   \n",
       "16                                                 male   \n",
       "17                                               female   \n",
       "26                                               female   \n",
       "35                               female, female, female   \n",
       "37    female, female, female, female, female, female...   \n",
       "38                                               female   \n",
       "46                                                 male   \n",
       "50                                                 male   \n",
       "51                       female, female, female, female   \n",
       "54                                               female   \n",
       "59                                               female   \n",
       "64                               female, female, female   \n",
       "67                                               female   \n",
       "69                                                 male   \n",
       "70                                               female   \n",
       "73                                               female   \n",
       "74                                               female   \n",
       "77                                               female   \n",
       "79                                                 male   \n",
       "81                                               female   \n",
       "86                                                 male   \n",
       "87                                                 male   \n",
       "88                                               female   \n",
       "107   female, female, female, female, female, female...   \n",
       "111   female, female, female, female, female, female...   \n",
       "112                                                male   \n",
       "116                                              female   \n",
       "...                                                 ...   \n",
       "9885                                               male   \n",
       "9891                                 male, female, male   \n",
       "9892  female, female, female, female, female, female...   \n",
       "9894  female, male, female, female, male, female, fe...   \n",
       "9897                                             female   \n",
       "9899                                               male   \n",
       "9903                                             female   \n",
       "9911                                             female   \n",
       "9912                                             female   \n",
       "9913                                               male   \n",
       "9914                                               male   \n",
       "9917                                               male   \n",
       "9920                                             female   \n",
       "9923  female, female, female, female, female, female...   \n",
       "9932                                             female   \n",
       "9933                                             female   \n",
       "9937  female, female, female, female, female, female...   \n",
       "9943  female, female, female, female, female, female...   \n",
       "9944                                               male   \n",
       "9945                                               male   \n",
       "9947  female, female, female, female, female, female...   \n",
       "9948                                             female   \n",
       "9956  female, male, female, female, female, female, ...   \n",
       "9961                                               male   \n",
       "9975                                             female   \n",
       "9976                                               male   \n",
       "9985                                               male   \n",
       "9988                                             female   \n",
       "9990                                             female   \n",
       "9994                                               male   \n",
       "\n",
       "                                      BORROWER_PICTURED REPAYMENT_INTERVAL  \\\n",
       "1                                                  true            monthly   \n",
       "7                                                  true          irregular   \n",
       "13                                                 true            monthly   \n",
       "16                                                 true             bullet   \n",
       "17                                                 true            monthly   \n",
       "26                                                 true            monthly   \n",
       "35                                     true, true, true            monthly   \n",
       "37    true, true, true, true, true, true, true, true...          irregular   \n",
       "38                                                 true            monthly   \n",
       "46                                                 true            monthly   \n",
       "50                                                 true            monthly   \n",
       "51                               true, true, true, true          irregular   \n",
       "54                                                 true            monthly   \n",
       "59                                                 true             bullet   \n",
       "64                                     true, true, true            monthly   \n",
       "67                                                 true            monthly   \n",
       "69                                                 true            monthly   \n",
       "70                                                 true            monthly   \n",
       "73                                                 true            monthly   \n",
       "74                                                 true          irregular   \n",
       "77                                                 true            monthly   \n",
       "79                                                 true            monthly   \n",
       "81                                                 true            monthly   \n",
       "86                                                 true          irregular   \n",
       "87                                                 true          irregular   \n",
       "88                                                 true            monthly   \n",
       "107   true, true, true, true, true, true, true, true...          irregular   \n",
       "111   true, true, true, true, true, true, true, true...          irregular   \n",
       "112                                                true            monthly   \n",
       "116                                                true            monthly   \n",
       "...                                                 ...                ...   \n",
       "9885                                               true             bullet   \n",
       "9891                                   true, true, true             bullet   \n",
       "9892    true, true, true, false, true, true, true, true          irregular   \n",
       "9894  true, true, true, true, true, true, true, true...            monthly   \n",
       "9897                                               true            monthly   \n",
       "9899                                               true            monthly   \n",
       "9903                                               true            monthly   \n",
       "9911                                               true            monthly   \n",
       "9912                                               true            monthly   \n",
       "9913                                               true            monthly   \n",
       "9914                                               true            monthly   \n",
       "9917                                               true            monthly   \n",
       "9920                                               true            monthly   \n",
       "9923  true, true, true, true, true, true, true, true...            monthly   \n",
       "9932                                               true            monthly   \n",
       "9933                                               true          irregular   \n",
       "9937           true, true, true, true, true, true, true            monthly   \n",
       "9943  true, true, true, true, true, true, true, true...            monthly   \n",
       "9944                                               true            monthly   \n",
       "9945                                               true             bullet   \n",
       "9947           true, true, true, true, true, true, true          irregular   \n",
       "9948                                               true            monthly   \n",
       "9956     true, true, true, true, true, true, true, true            monthly   \n",
       "9961                                               true            monthly   \n",
       "9975                                               true            monthly   \n",
       "9976                                               true            monthly   \n",
       "9985                                               true             bullet   \n",
       "9988                                               true             bullet   \n",
       "9990                                               true            monthly   \n",
       "9994                                               true            monthly   \n",
       "\n",
       "      DISTRIBUTION_MODEL  \n",
       "1          field_partner  \n",
       "7          field_partner  \n",
       "13         field_partner  \n",
       "16         field_partner  \n",
       "17         field_partner  \n",
       "26         field_partner  \n",
       "35         field_partner  \n",
       "37         field_partner  \n",
       "38         field_partner  \n",
       "46         field_partner  \n",
       "50         field_partner  \n",
       "51         field_partner  \n",
       "54         field_partner  \n",
       "59         field_partner  \n",
       "64         field_partner  \n",
       "67         field_partner  \n",
       "69         field_partner  \n",
       "70         field_partner  \n",
       "73         field_partner  \n",
       "74         field_partner  \n",
       "77         field_partner  \n",
       "79         field_partner  \n",
       "81         field_partner  \n",
       "86         field_partner  \n",
       "87         field_partner  \n",
       "88         field_partner  \n",
       "107        field_partner  \n",
       "111        field_partner  \n",
       "112        field_partner  \n",
       "116        field_partner  \n",
       "...                  ...  \n",
       "9885       field_partner  \n",
       "9891       field_partner  \n",
       "9892       field_partner  \n",
       "9894       field_partner  \n",
       "9897       field_partner  \n",
       "9899       field_partner  \n",
       "9903       field_partner  \n",
       "9911       field_partner  \n",
       "9912       field_partner  \n",
       "9913       field_partner  \n",
       "9914       field_partner  \n",
       "9917       field_partner  \n",
       "9920       field_partner  \n",
       "9923       field_partner  \n",
       "9932       field_partner  \n",
       "9933       field_partner  \n",
       "9937       field_partner  \n",
       "9943       field_partner  \n",
       "9944       field_partner  \n",
       "9945       field_partner  \n",
       "9947       field_partner  \n",
       "9948       field_partner  \n",
       "9956       field_partner  \n",
       "9961       field_partner  \n",
       "9975       field_partner  \n",
       "9976       field_partner  \n",
       "9985       field_partner  \n",
       "9988       field_partner  \n",
       "9990       field_partner  \n",
       "9994       field_partner  \n",
       "\n",
       "[2330 rows x 34 columns]"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df[(df[\"ORIGINAL_LANGUAGE\"] == \"Spanish\")]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>LOAN_ID</th>\n",
       "      <th>LOAN_NAME</th>\n",
       "      <th>ORIGINAL_LANGUAGE</th>\n",
       "      <th>DESCRIPTION</th>\n",
       "      <th>DESCRIPTION_TRANSLATED</th>\n",
       "      <th>FUNDED_AMOUNT</th>\n",
       "      <th>LOAN_AMOUNT</th>\n",
       "      <th>STATUS</th>\n",
       "      <th>IMAGE_ID</th>\n",
       "      <th>VIDEO_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>LENDER_TERM</th>\n",
       "      <th>NUM_LENDERS_TOTAL</th>\n",
       "      <th>NUM_JOURNAL_ENTRIES</th>\n",
       "      <th>NUM_BULK_ENTRIES</th>\n",
       "      <th>TAGS</th>\n",
       "      <th>BORROWER_NAMES</th>\n",
       "      <th>BORROWER_GENDERS</th>\n",
       "      <th>BORROWER_PICTURED</th>\n",
       "      <th>REPAYMENT_INTERVAL</th>\n",
       "      <th>DISTRIBUTION_MODEL</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>661601</td>\n",
       "      <td>Francisco</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Francisco, es jefe de su hogar, vive con su fa...</td>\n",
       "      <td>Francisco is the head of his household, living...</td>\n",
       "      <td>1600</td>\n",
       "      <td>1600</td>\n",
       "      <td>funded</td>\n",
       "      <td>1517749</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>26</td>\n",
       "      <td>49</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>user_favorite, #Biz Durable Asset, #Animals, #...</td>\n",
       "      <td>Francisco</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>664664</td>\n",
       "      <td>Fidel Ángel</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Fidel de 56 años de edad  estudio segundo grad...</td>\n",
       "      <td>Fidel is 56 years old and studied as far as se...</td>\n",
       "      <td>1500</td>\n",
       "      <td>1500</td>\n",
       "      <td>funded</td>\n",
       "      <td>1522391</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>15</td>\n",
       "      <td>53</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Fidel Ángel</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>416702</td>\n",
       "      <td>Solidario San Jose Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>SOLIDARIO SAN JOSE.\\nMarina se dedican a la cr...</td>\n",
       "      <td>SAN JOSE SOLIDARITY GROUP\\r\\n\\r\\nMarina raises...</td>\n",
       "      <td>775</td>\n",
       "      <td>775</td>\n",
       "      <td>funded</td>\n",
       "      <td>1074281</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>30</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Marina, Dolores, Mildred Carolina</td>\n",
       "      <td>female, female, female</td>\n",
       "      <td>true, true, true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>417087</td>\n",
       "      <td>Oñondivepa Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>16 mujeres de la ciudad de San Pedro se han un...</td>\n",
       "      <td>Sixteen women from the city of San Pedro have ...</td>\n",
       "      <td>2100</td>\n",
       "      <td>2100</td>\n",
       "      <td>funded</td>\n",
       "      <td>1074964</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>9</td>\n",
       "      <td>63</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Esmilce, Roquelina, Daniela, Angela, Estela, R...</td>\n",
       "      <td>female, female, female, female, female, female...</td>\n",
       "      <td>true, true, true, true, true, true, true, true...</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>419381</td>\n",
       "      <td>Alvaro David</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>El profesor Álvaro David es originario del mun...</td>\n",
       "      <td>\\r\\nProfessor Álvaro David is from the town of...</td>\n",
       "      <td>275</td>\n",
       "      <td>875</td>\n",
       "      <td>expired</td>\n",
       "      <td>1080207</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>18</td>\n",
       "      <td>11</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Alvaro David</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>421569</td>\n",
       "      <td>Juan</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Juan, es casado y tiene seis hijos con los cua...</td>\n",
       "      <td>Juan is married and has six children he lives ...</td>\n",
       "      <td>325</td>\n",
       "      <td>1200</td>\n",
       "      <td>expired</td>\n",
       "      <td>1085691</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>10</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Juan</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>421618</td>\n",
       "      <td>San Alejandro Agricultura Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Braulia tiene 35 años de edad y es parte del g...</td>\n",
       "      <td>Braulia is 35 years old and belongs to the San...</td>\n",
       "      <td>4800</td>\n",
       "      <td>4800</td>\n",
       "      <td>funded</td>\n",
       "      <td>1079131</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>153</td>\n",
       "      <td>6</td>\n",
       "      <td>3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Berenice, Braulia, Leticia, Veronica</td>\n",
       "      <td>female, female, female, female</td>\n",
       "      <td>true, true, true, true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>422503</td>\n",
       "      <td>Doris</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Doris tiene 48 años de edad, es casada y tiene...</td>\n",
       "      <td>Doris, age 48, is married and has three childr...</td>\n",
       "      <td>800</td>\n",
       "      <td>800</td>\n",
       "      <td>funded</td>\n",
       "      <td>1087348</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>20</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Doris</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>1156002</td>\n",
       "      <td>Elsa Ester</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Elsa, tiene 63 años de edad, estudió hasta sex...</td>\n",
       "      <td>Elsa is 63, she has 2 children and does not li...</td>\n",
       "      <td>1100</td>\n",
       "      <td>1100</td>\n",
       "      <td>funded</td>\n",
       "      <td>2316028</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>31</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>#Elderly, #Woman Owned Biz, #Repeat Borrower, ...</td>\n",
       "      <td>Elsa Ester</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>251406</td>\n",
       "      <td>José Roan Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>El grupo se llama “José Roan”  y se ubica en l...</td>\n",
       "      <td>The group called “José Roan” is located in the...</td>\n",
       "      <td>825</td>\n",
       "      <td>825</td>\n",
       "      <td>funded</td>\n",
       "      <td>679231</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>22</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Uriel, Joel, Idolina</td>\n",
       "      <td>female, female, female</td>\n",
       "      <td>true, true, true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>254012</td>\n",
       "      <td>Maria Magdalena</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>María de 55 años, tiene una tienda de víveres ...</td>\n",
       "      <td>María, 55, has a grocery store in the front pa...</td>\n",
       "      <td>1000</td>\n",
       "      <td>1000</td>\n",
       "      <td>funded</td>\n",
       "      <td>655391</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>12</td>\n",
       "      <td>36</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Maria Magdalena</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>254221</td>\n",
       "      <td>Mariana Alexandra</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Mariana de 19 años,  es madre soltera con un n...</td>\n",
       "      <td>Mariana, 19, is a single mother of a one year ...</td>\n",
       "      <td>600</td>\n",
       "      <td>600</td>\n",
       "      <td>funded</td>\n",
       "      <td>655937</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>13</td>\n",
       "      <td>18</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Mariana Alexandra</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>1164754</td>\n",
       "      <td>FLOR DE MARIA</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Flor de María a sus 38 años estudia el último ...</td>\n",
       "      <td>Flor de María at 38 years old is studying her ...</td>\n",
       "      <td>825</td>\n",
       "      <td>825</td>\n",
       "      <td>funded</td>\n",
       "      <td>2330750</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>26</td>\n",
       "      <td>18</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Schooling</td>\n",
       "      <td>FLOR DE MARIA</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>1204329</td>\n",
       "      <td>TOMASA</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>La señora Tomasa es una persona de carácter hu...</td>\n",
       "      <td>Tomasa is a humble person.  She is 31 years ol...</td>\n",
       "      <td>725</td>\n",
       "      <td>725</td>\n",
       "      <td>funded</td>\n",
       "      <td>2391627</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>27</td>\n",
       "      <td>26</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Eco-friendly, #Sustainable Ag</td>\n",
       "      <td>TOMASA</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>659012</td>\n",
       "      <td>Maria Herlinda</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>María Herlinda es una joven de 28 años de edad...</td>\n",
       "      <td>María Herlinda is a young woman of 28 years of...</td>\n",
       "      <td>1000</td>\n",
       "      <td>1000</td>\n",
       "      <td>funded</td>\n",
       "      <td>1513782</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>25</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>#Interesting Photo, #Parent, #Vegan</td>\n",
       "      <td>Maria Herlinda</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>659111</td>\n",
       "      <td>Mario De Jesús</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Mario tiene 58 años de edad, 16 de ellos dedic...</td>\n",
       "      <td>Mario is 58 and has been working as an indepen...</td>\n",
       "      <td>875</td>\n",
       "      <td>875</td>\n",
       "      <td>funded</td>\n",
       "      <td>1513942</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>20</td>\n",
       "      <td>27</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>#Biz Durable Asset, #Elderly, user_favorite</td>\n",
       "      <td>Mario De Jesús</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>659572</td>\n",
       "      <td>Magda De Los Angeles</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>La señora Magda junto a su esposo ha procreado...</td>\n",
       "      <td>Señora Magda together with her husband has fou...</td>\n",
       "      <td>700</td>\n",
       "      <td>700</td>\n",
       "      <td>funded</td>\n",
       "      <td>1514822</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>23</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>#Repeat Borrower, #Low-profit FP</td>\n",
       "      <td>Magda De Los Angeles</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>664184</td>\n",
       "      <td>Juan Ramon</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Juan  tiene 37 años es de la comunidad de  de ...</td>\n",
       "      <td>Juan is 37 years old, and lives in the communi...</td>\n",
       "      <td>525</td>\n",
       "      <td>525</td>\n",
       "      <td>funded</td>\n",
       "      <td>1521737</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>26</td>\n",
       "      <td>20</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>user_favorite</td>\n",
       "      <td>Juan Ramon</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>661980</td>\n",
       "      <td>Victor</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>El señor Víctor  tiene 45 años de edad, es una...</td>\n",
       "      <td>Victor is 45 years old. He is a hard-working p...</td>\n",
       "      <td>875</td>\n",
       "      <td>875</td>\n",
       "      <td>funded</td>\n",
       "      <td>1518553</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>32</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Parent, #Vegan, user_favorite</td>\n",
       "      <td>Victor</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>416235</td>\n",
       "      <td>Alcanzando Metas Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Este Banco comunal se llama “Alcanzando Metas”...</td>\n",
       "      <td>Introducing “Alcanzando Metas” (Reaching Goals...</td>\n",
       "      <td>5850</td>\n",
       "      <td>5850</td>\n",
       "      <td>funded</td>\n",
       "      <td>1073472</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>205</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Brigida, Norma, Jeannette, Ana María, Paula, M...</td>\n",
       "      <td>female, female, female, female, female, female...</td>\n",
       "      <td>true, true, true, true, true, true, true, true...</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>418784</td>\n",
       "      <td>Oñondivepa Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>El comité Oñondivepa  nace mediante la gestión...</td>\n",
       "      <td>\\r\\nThe “Oñondivepa” committee was born thanks...</td>\n",
       "      <td>1925</td>\n",
       "      <td>1925</td>\n",
       "      <td>funded</td>\n",
       "      <td>1078906</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>45</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Maria, Gladys, Gervasia, Catalina, Lourden, Bl...</td>\n",
       "      <td>female, female, female, female, female, female...</td>\n",
       "      <td>true, true, true, true, true, true, true, true...</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>419418</td>\n",
       "      <td>José Antonio</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>José es un hombre de 35 años que vive en Santo...</td>\n",
       "      <td>\\nJosé is a 35 year old man living in Santo Do...</td>\n",
       "      <td>1075</td>\n",
       "      <td>1075</td>\n",
       "      <td>funded</td>\n",
       "      <td>1080292</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>15</td>\n",
       "      <td>40</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>José Antonio</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>421115</td>\n",
       "      <td>Ana Elsa</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>La señora Ana tiene 46 años de edad, vive junt...</td>\n",
       "      <td>Ana, 46, and her husband work hard making craf...</td>\n",
       "      <td>1000</td>\n",
       "      <td>1000</td>\n",
       "      <td>funded</td>\n",
       "      <td>1084396</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>26</td>\n",
       "      <td>30</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Ana Elsa</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>423655</td>\n",
       "      <td>Mayra Mariela</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Mayra tiene 28 años, soltera y de profesión Ad...</td>\n",
       "      <td>Mayra is 28 years old, single, and has a degre...</td>\n",
       "      <td>1050</td>\n",
       "      <td>1050</td>\n",
       "      <td>funded</td>\n",
       "      <td>1090097</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>38</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Mayra Mariela</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>1155948</td>\n",
       "      <td>Pastor</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Pastor, es un hombre muy responsable y conocid...</td>\n",
       "      <td>Pastor is a very responsible man and well-know...</td>\n",
       "      <td>1500</td>\n",
       "      <td>1500</td>\n",
       "      <td>funded</td>\n",
       "      <td>2315928</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>33</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>#Animals, #Biz Durable Asset, #Parent</td>\n",
       "      <td>Pastor</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>1156019</td>\n",
       "      <td>JUANA</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>La señora Juana es originaria de Chuquisaca mi...</td>\n",
       "      <td>Juana is from Chuquisaca and migrated to the t...</td>\n",
       "      <td>1025</td>\n",
       "      <td>1025</td>\n",
       "      <td>funded</td>\n",
       "      <td>2316054</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>26</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>user_favorite, #Parent, #Vegan, user_favorite</td>\n",
       "      <td>JUANA</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>251409</td>\n",
       "      <td>Tatiana Elizabeth</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Tatiana de 24 años, vende arroz por quintales ...</td>\n",
       "      <td>Tatiana, age 24, sells rice by the “quintal” (...</td>\n",
       "      <td>800</td>\n",
       "      <td>800</td>\n",
       "      <td>funded</td>\n",
       "      <td>649211</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>20</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Tatiana Elizabeth</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>254290</td>\n",
       "      <td>QUERER ES PODER Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>EL Banco D. emprendimiento QUERER ES PODER, vi...</td>\n",
       "      <td>The 'QUERER ES PODER' (to want is to be able) ...</td>\n",
       "      <td>3250</td>\n",
       "      <td>3250</td>\n",
       "      <td>funded</td>\n",
       "      <td>654577</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>85</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>MARIA SALOME, EMELIANA, FLORENCIA, PATRICIA, C...</td>\n",
       "      <td>female, female, female, female, female, female...</td>\n",
       "      <td>true, true, true, true, true, true, true, true...</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>1029218</td>\n",
       "      <td>Blanca Azucena</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Blanca de 36 años de edad, madre de 3 hijos, s...</td>\n",
       "      <td>Blanca is 36 years old and a mother to three c...</td>\n",
       "      <td>800</td>\n",
       "      <td>800</td>\n",
       "      <td>funded</td>\n",
       "      <td>2111747</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>24</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>#Repeat Borrower, #Single Parent, #Parent, #Si...</td>\n",
       "      <td>Blanca Azucena</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>1138233</td>\n",
       "      <td>Linda Beatriz</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Linda estudió hasta bachillerato, vive en casa...</td>\n",
       "      <td>Linda studied until she graduated high school....</td>\n",
       "      <td>1500</td>\n",
       "      <td>1500</td>\n",
       "      <td>funded</td>\n",
       "      <td>2285839</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>26</td>\n",
       "      <td>40</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Woman Owned Biz, #Single Parent, user_favorit...</td>\n",
       "      <td>Linda Beatriz</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</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>9780</th>\n",
       "      <td>623017</td>\n",
       "      <td>Mariano</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Don Mariano es originario de la ciudad de Boac...</td>\n",
       "      <td>Mariano, 73, was born in the city of Boaco. He...</td>\n",
       "      <td>600</td>\n",
       "      <td>600</td>\n",
       "      <td>funded</td>\n",
       "      <td>1455963</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>15</td>\n",
       "      <td>13</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Elderly, #Inspiring Story</td>\n",
       "      <td>Mariano</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9784</th>\n",
       "      <td>624988</td>\n",
       "      <td>La Nueva Esperanza De Corcona Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Los socios y socias del grupo “LA NUEVA ESPERA...</td>\n",
       "      <td>The members of the La Nueva Esperanza de Corco...</td>\n",
       "      <td>2000</td>\n",
       "      <td>2000</td>\n",
       "      <td>funded</td>\n",
       "      <td>1458811</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>18</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Hilda Victoria, Carmen Gladys, Maria Luisa, Mo...</td>\n",
       "      <td>female, female, female, female, female, male, ...</td>\n",
       "      <td>true, true, true, true, true, true, true, true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9809</th>\n",
       "      <td>1386006</td>\n",
       "      <td>Kerlly Gabriela</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Jaramijó es un cantón de la provincia de Manab...</td>\n",
       "      <td>Jaramijó is a canton in the province of Manabí...</td>\n",
       "      <td>675</td>\n",
       "      <td>675</td>\n",
       "      <td>funded</td>\n",
       "      <td>2647478</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>16</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Kerlly Gabriela</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9814</th>\n",
       "      <td>1389492</td>\n",
       "      <td>Estif</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Estif, de 26 años de edad, dedicada al cultivo...</td>\n",
       "      <td>Estif is 26 years old and has worked growing c...</td>\n",
       "      <td>925</td>\n",
       "      <td>925</td>\n",
       "      <td>funded</td>\n",
       "      <td>2652471</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>12</td>\n",
       "      <td>26</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Estif</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9852</th>\n",
       "      <td>620114</td>\n",
       "      <td>Olga Yanira</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Olga, está decidida a tomar un nuevo crédito p...</td>\n",
       "      <td>Olga has decided to take out a new loan in ord...</td>\n",
       "      <td>1000</td>\n",
       "      <td>1000</td>\n",
       "      <td>funded</td>\n",
       "      <td>1451572</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>20</td>\n",
       "      <td>37</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>#Woman Owned Biz, #Repeat Borrower</td>\n",
       "      <td>Olga Yanira</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9854</th>\n",
       "      <td>621104</td>\n",
       "      <td>Romulo</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Rómulo de 56 años está casado con Ambrosia, co...</td>\n",
       "      <td>Rómulo, 56 years old, is married to Ambrosia, ...</td>\n",
       "      <td>1100</td>\n",
       "      <td>1100</td>\n",
       "      <td>funded</td>\n",
       "      <td>1452976</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Romulo</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9865</th>\n",
       "      <td>624325</td>\n",
       "      <td>Teresa</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Teresa  vive en casa propia con su hijo y su n...</td>\n",
       "      <td>Teresa lives in her own home with her son and ...</td>\n",
       "      <td>1000</td>\n",
       "      <td>1000</td>\n",
       "      <td>funded</td>\n",
       "      <td>1457860</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>26</td>\n",
       "      <td>22</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Supporting Family</td>\n",
       "      <td>Teresa</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9878</th>\n",
       "      <td>999801</td>\n",
       "      <td>Las Leonas De San Jeronimo Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>La socia pertenece al banco comunal LAS LEONAS...</td>\n",
       "      <td>This member of the Las Leonas de San Jeronimo ...</td>\n",
       "      <td>2700</td>\n",
       "      <td>2700</td>\n",
       "      <td>funded</td>\n",
       "      <td>2061975</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>23</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Marisol July, Wilbert Giovanni, Gregoria, Mari...</td>\n",
       "      <td>female, male, female, female, female, male, fe...</td>\n",
       "      <td>true, true, true, true, true, true, true, true...</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9891</th>\n",
       "      <td>1386771</td>\n",
       "      <td>Los Labradores Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Verónica de 31 años de edad, es casada tiene t...</td>\n",
       "      <td>Verónica, 31, is married.  She has three child...</td>\n",
       "      <td>600</td>\n",
       "      <td>600</td>\n",
       "      <td>funded</td>\n",
       "      <td>2648487</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>10</td>\n",
       "      <td>19</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Animals, #Parent, user_favorite</td>\n",
       "      <td>Juan, Veronica, Alex</td>\n",
       "      <td>male, female, male</td>\n",
       "      <td>true, true, true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9892</th>\n",
       "      <td>1389453</td>\n",
       "      <td>Mujeres Emprendedoras De 24 De Junio Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>RUTH es una socia de 38 años de edad soltera c...</td>\n",
       "      <td>RUTH is a 38 year old partner who is single an...</td>\n",
       "      <td>2500</td>\n",
       "      <td>2500</td>\n",
       "      <td>funded</td>\n",
       "      <td>2556035</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Abigail Leonor,  Betty, Ruth Mireya, FLOR ELEN...</td>\n",
       "      <td>female, female, female, female, female, female...</td>\n",
       "      <td>true, true, true, false, true, true, true, true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9894</th>\n",
       "      <td>1390355</td>\n",
       "      <td>Virgen Asunta Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Los socios pertenecen al banco comunal “VIRGEN...</td>\n",
       "      <td>The members of this group belong to the commun...</td>\n",
       "      <td>3325</td>\n",
       "      <td>3325</td>\n",
       "      <td>funded</td>\n",
       "      <td>2653532</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>25</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Repeat Borrower, #Woman Owned Biz, user_favor...</td>\n",
       "      <td>Brigida, Luis, Rosmery, Dora, Mamerto, Yuli, V...</td>\n",
       "      <td>female, male, female, female, male, female, fe...</td>\n",
       "      <td>true, true, true, true, true, true, true, true...</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9897</th>\n",
       "      <td>1392041</td>\n",
       "      <td>YANIRA CANDELARIA</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Yanira es madre soltera de una niña que tiene ...</td>\n",
       "      <td>Yanira is a single mother of a girl who is eig...</td>\n",
       "      <td>950</td>\n",
       "      <td>950</td>\n",
       "      <td>funded</td>\n",
       "      <td>2655749</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>20</td>\n",
       "      <td>30</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Woman Owned Biz, #Single Parent, #Parent</td>\n",
       "      <td>YANIRA CANDELARIA</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9899</th>\n",
       "      <td>628166</td>\n",
       "      <td>Geovanni Aristides</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Geovanni, opta por invertir más en su tienda, ...</td>\n",
       "      <td>Geovanni chose to invest more in his store. He...</td>\n",
       "      <td>700</td>\n",
       "      <td>700</td>\n",
       "      <td>funded</td>\n",
       "      <td>1463593</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>22</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Supporting Family, #Repeat Borrower</td>\n",
       "      <td>Geovanni Aristides</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9903</th>\n",
       "      <td>630500</td>\n",
       "      <td>Berta Lucía</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Berta hace 2 años aproximadamente decidió inic...</td>\n",
       "      <td>Around two years ago Berta decided to start he...</td>\n",
       "      <td>1050</td>\n",
       "      <td>1050</td>\n",
       "      <td>funded</td>\n",
       "      <td>1467274</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>26</td>\n",
       "      <td>31</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>volunteer_pick, volunteer_like, #Fabrics, #Rep...</td>\n",
       "      <td>Berta Lucía</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9912</th>\n",
       "      <td>1004792</td>\n",
       "      <td>Suzana</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Suzana continúa con su negocio de artesanía de...</td>\n",
       "      <td>Suzana continues with her handicraft business ...</td>\n",
       "      <td>1175</td>\n",
       "      <td>1175</td>\n",
       "      <td>funded</td>\n",
       "      <td>1931821</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>44</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Woman Owned Biz, #Repeat Borrower, user_favorite</td>\n",
       "      <td>Suzana</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9913</th>\n",
       "      <td>1005309</td>\n",
       "      <td>Álvaro Antonio</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Álvaro es un habitante de la ciudad de Bogotá ...</td>\n",
       "      <td>Álvaro is a resident of the city of Bogotá. He...</td>\n",
       "      <td>850</td>\n",
       "      <td>1550</td>\n",
       "      <td>expired</td>\n",
       "      <td>2072618</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>27</td>\n",
       "      <td>7</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Health and Sanitation, #First Loan, #Parent, ...</td>\n",
       "      <td>Álvaro Antonio</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9917</th>\n",
       "      <td>1005924</td>\n",
       "      <td>CARLOS ALFREDO</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Carlos tiene 32 años de edad es de estado civi...</td>\n",
       "      <td>Carlos is 32 years old. His civil status is ma...</td>\n",
       "      <td>1000</td>\n",
       "      <td>1000</td>\n",
       "      <td>funded</td>\n",
       "      <td>2073490</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>18</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>#Parent, #Animals, #Biz Durable Asset</td>\n",
       "      <td>CARLOS ALFREDO</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9923</th>\n",
       "      <td>618727</td>\n",
       "      <td>Anonymous Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>La señora Juana es madre soltera. Cuenta con 4...</td>\n",
       "      <td>Señora Juana is a single mother.  She is 45-ye...</td>\n",
       "      <td>2775</td>\n",
       "      <td>2775</td>\n",
       "      <td>funded</td>\n",
       "      <td>1449531</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>11</td>\n",
       "      <td>89</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Animals, #Single Parent, user_favorite</td>\n",
       "      <td>CATARINA, TOMASA, RAMONA, TOMASA, LUCIA, MARIA...</td>\n",
       "      <td>female, female, female, female, female, female...</td>\n",
       "      <td>true, true, true, true, true, true, true, true...</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9933</th>\n",
       "      <td>625707</td>\n",
       "      <td>Merlin Janeth</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Merlín Janeth es una mujer de 35 años de edad,...</td>\n",
       "      <td>Merlín Janeth is 35 years old and is married w...</td>\n",
       "      <td>1425</td>\n",
       "      <td>1425</td>\n",
       "      <td>funded</td>\n",
       "      <td>1459939</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>27</td>\n",
       "      <td>47</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Schooling, #Parent, #Supporting Family</td>\n",
       "      <td>Merlin Janeth</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9937</th>\n",
       "      <td>995998</td>\n",
       "      <td>Renacer De Ayarmaca Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>La socia pertenece al banco comunal RENACER DE...</td>\n",
       "      <td>The member belongs to the Renacer De Ayarmaca ...</td>\n",
       "      <td>3425</td>\n",
       "      <td>3425</td>\n",
       "      <td>funded</td>\n",
       "      <td>1909785</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>102</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Parent, #Repeat Borrower, user_favorite</td>\n",
       "      <td>Gloria, Maximiliana, Sonia, Alicia, Noemi, Bra...</td>\n",
       "      <td>female, female, female, female, female, female...</td>\n",
       "      <td>true, true, true, true, true, true, true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9943</th>\n",
       "      <td>998544</td>\n",
       "      <td>Grupo Paculam Las Amigas Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>María es una mujer de 29 años de edad, esta si...</td>\n",
       "      <td>María is a 29 year old woman who is married to...</td>\n",
       "      <td>3150</td>\n",
       "      <td>3150</td>\n",
       "      <td>funded</td>\n",
       "      <td>2059665</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>32</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Fabrics, #Parent, #Woman Owned Biz</td>\n",
       "      <td>Dalila Séfora, Catarina, Catarina, Iriam Pascu...</td>\n",
       "      <td>female, female, female, female, female, female...</td>\n",
       "      <td>true, true, true, true, true, true, true, true...</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9944</th>\n",
       "      <td>999814</td>\n",
       "      <td>LUIS FABIAN</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Luis tiene 40 años de edad, es de estado civil...</td>\n",
       "      <td>Luis, 40, is married and has three children--L...</td>\n",
       "      <td>800</td>\n",
       "      <td>800</td>\n",
       "      <td>funded</td>\n",
       "      <td>2062010</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>17</td>\n",
       "      <td>19</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>#Animals, #Parent</td>\n",
       "      <td>LUIS FABIAN</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9945</th>\n",
       "      <td>999869</td>\n",
       "      <td>Luis Alonso</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Luis, de 58 años de edad, es una persona que t...</td>\n",
       "      <td>Luis is 58 years old and works hard as a farme...</td>\n",
       "      <td>450</td>\n",
       "      <td>1000</td>\n",
       "      <td>expired</td>\n",
       "      <td>2062173</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>13</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Elderly, #Animals, #Biz Durable Asset</td>\n",
       "      <td>Luis Alonso</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9947</th>\n",
       "      <td>1001307</td>\n",
       "      <td>Gotitas De Amor Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Hilda es conviviente con hijos dependientes. E...</td>\n",
       "      <td>Hilda is married and has dependent children. S...</td>\n",
       "      <td>2025</td>\n",
       "      <td>2025</td>\n",
       "      <td>funded</td>\n",
       "      <td>2065675</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>9</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>user_favorite</td>\n",
       "      <td>Noemi, Olga Clara, Eva Edith, Felicia, Agustin...</td>\n",
       "      <td>female, female, female, female, female, female...</td>\n",
       "      <td>true, true, true, true, true, true, true</td>\n",
       "      <td>irregular</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9948</th>\n",
       "      <td>1002567</td>\n",
       "      <td>Maria Teodora</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>María de 45 años de edad, estudió hasta primer...</td>\n",
       "      <td>María is 45 years old and she studied until th...</td>\n",
       "      <td>1000</td>\n",
       "      <td>1000</td>\n",
       "      <td>funded</td>\n",
       "      <td>2067880</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>32</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>user_favorite, #Parent, #Repeat Borrower, #Veg...</td>\n",
       "      <td>Maria Teodora</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9956</th>\n",
       "      <td>1388560</td>\n",
       "      <td>24 De Enero Group</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>La A.C. “24 de Enero” iniciará el trigésimo qu...</td>\n",
       "      <td>The Communal Bank “24 de Enero” (January 24th)...</td>\n",
       "      <td>7350</td>\n",
       "      <td>7350</td>\n",
       "      <td>funded</td>\n",
       "      <td>2651000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>9</td>\n",
       "      <td>145</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Fabrics, #Woman Owned Biz, #Parent, user_favo...</td>\n",
       "      <td>Elizabeth, Ruben Horlando, Rosalia, Juana\\t\\t,...</td>\n",
       "      <td>female, male, female, female, female, female, ...</td>\n",
       "      <td>true, true, true, true, true, true, true, true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9961</th>\n",
       "      <td>1390502</td>\n",
       "      <td>Timoteo Nemecio</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>\\nEl socio pertenece al Banco comunal LLAPALLA...</td>\n",
       "      <td>This borrower, Timoteo, belongs to the Llapall...</td>\n",
       "      <td>1550</td>\n",
       "      <td>1550</td>\n",
       "      <td>funded</td>\n",
       "      <td>2653766</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>49</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Repeat Borrower, user_favorite, user_favorite</td>\n",
       "      <td>Timoteo Nemecio</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9985</th>\n",
       "      <td>621734</td>\n",
       "      <td>Luis Ernesto</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Luis tiene 55 años vive al lado de su esposa, ...</td>\n",
       "      <td>Luis, age 55, lives with his wife.  She is his...</td>\n",
       "      <td>1100</td>\n",
       "      <td>1100</td>\n",
       "      <td>funded</td>\n",
       "      <td>1453934</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>37</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Luis Ernesto</td>\n",
       "      <td>male</td>\n",
       "      <td>true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9988</th>\n",
       "      <td>623572</td>\n",
       "      <td>Nelly Evangelina</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Doña Nelly es una mujer feliz, luchadora, empr...</td>\n",
       "      <td>Nelly is a cheerful, determined and enterprisi...</td>\n",
       "      <td>1225</td>\n",
       "      <td>1225</td>\n",
       "      <td>funded</td>\n",
       "      <td>1456772</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>20</td>\n",
       "      <td>33</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nelly Evangelina</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>bullet</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9990</th>\n",
       "      <td>624954</td>\n",
       "      <td>Araceli Esperanza</td>\n",
       "      <td>Spanish</td>\n",
       "      <td>Araceli Esperanza mayor de edad casada origina...</td>\n",
       "      <td>Araceli Esperanza is a married adult from one ...</td>\n",
       "      <td>1200</td>\n",
       "      <td>1225</td>\n",
       "      <td>expired</td>\n",
       "      <td>1458717</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>29</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>#Woman Owned Biz, #Repeat Borrower, user_favorite</td>\n",
       "      <td>Araceli Esperanza</td>\n",
       "      <td>female</td>\n",
       "      <td>true</td>\n",
       "      <td>monthly</td>\n",
       "      <td>field_partner</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1580 rows × 34 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      LOAN_ID                                   LOAN_NAME ORIGINAL_LANGUAGE  \\\n",
       "7      661601                                   Francisco           Spanish   \n",
       "16     664664                                 Fidel Ángel           Spanish   \n",
       "35     416702                    Solidario San Jose Group           Spanish   \n",
       "37     417087                            Oñondivepa Group           Spanish   \n",
       "46     419381                                Alvaro David           Spanish   \n",
       "50     421569                                        Juan           Spanish   \n",
       "51     421618             San Alejandro Agricultura Group           Spanish   \n",
       "54     422503                                       Doris           Spanish   \n",
       "59    1156002                                  Elsa Ester           Spanish   \n",
       "64     251406                             José Roan Group           Spanish   \n",
       "67     254012                             Maria Magdalena           Spanish   \n",
       "70     254221                           Mariana Alexandra           Spanish   \n",
       "73    1164754                               FLOR DE MARIA           Spanish   \n",
       "74    1204329                                      TOMASA           Spanish   \n",
       "77     659012                              Maria Herlinda           Spanish   \n",
       "79     659111                              Mario De Jesús           Spanish   \n",
       "81     659572                        Magda De Los Angeles           Spanish   \n",
       "86     664184                                  Juan Ramon           Spanish   \n",
       "87     661980                                      Victor           Spanish   \n",
       "107    416235                      Alcanzando Metas Group           Spanish   \n",
       "111    418784                            Oñondivepa Group           Spanish   \n",
       "112    419418                                José Antonio           Spanish   \n",
       "116    421115                                    Ana Elsa           Spanish   \n",
       "121    423655                               Mayra Mariela           Spanish   \n",
       "127   1155948                                      Pastor           Spanish   \n",
       "128   1156019                                       JUANA           Spanish   \n",
       "133    251409                           Tatiana Elizabeth           Spanish   \n",
       "137    254290                       QUERER ES PODER Group           Spanish   \n",
       "142   1029218                              Blanca Azucena           Spanish   \n",
       "145   1138233                               Linda Beatriz           Spanish   \n",
       "...       ...                                         ...               ...   \n",
       "9780   623017                                     Mariano           Spanish   \n",
       "9784   624988         La Nueva Esperanza De Corcona Group           Spanish   \n",
       "9809  1386006                             Kerlly Gabriela           Spanish   \n",
       "9814  1389492                                       Estif           Spanish   \n",
       "9852   620114                                 Olga Yanira           Spanish   \n",
       "9854   621104                                      Romulo           Spanish   \n",
       "9865   624325                                      Teresa           Spanish   \n",
       "9878   999801            Las Leonas De San Jeronimo Group           Spanish   \n",
       "9891  1386771                        Los Labradores Group           Spanish   \n",
       "9892  1389453  Mujeres Emprendedoras De 24 De Junio Group           Spanish   \n",
       "9894  1390355                         Virgen Asunta Group           Spanish   \n",
       "9897  1392041                           YANIRA CANDELARIA           Spanish   \n",
       "9899   628166                          Geovanni Aristides           Spanish   \n",
       "9903   630500                                 Berta Lucía           Spanish   \n",
       "9912  1004792                                      Suzana           Spanish   \n",
       "9913  1005309                              Álvaro Antonio           Spanish   \n",
       "9917  1005924                              CARLOS ALFREDO           Spanish   \n",
       "9923   618727                             Anonymous Group           Spanish   \n",
       "9933   625707                               Merlin Janeth           Spanish   \n",
       "9937   995998                   Renacer De Ayarmaca Group           Spanish   \n",
       "9943   998544              Grupo Paculam Las Amigas Group           Spanish   \n",
       "9944   999814                                 LUIS FABIAN           Spanish   \n",
       "9945   999869                                 Luis Alonso           Spanish   \n",
       "9947  1001307                       Gotitas De Amor Group           Spanish   \n",
       "9948  1002567                               Maria Teodora           Spanish   \n",
       "9956  1388560                           24 De Enero Group           Spanish   \n",
       "9961  1390502                             Timoteo Nemecio           Spanish   \n",
       "9985   621734                                Luis Ernesto           Spanish   \n",
       "9988   623572                            Nelly Evangelina           Spanish   \n",
       "9990   624954                           Araceli Esperanza           Spanish   \n",
       "\n",
       "                                            DESCRIPTION  \\\n",
       "7     Francisco, es jefe de su hogar, vive con su fa...   \n",
       "16    Fidel de 56 años de edad  estudio segundo grad...   \n",
       "35    SOLIDARIO SAN JOSE.\\nMarina se dedican a la cr...   \n",
       "37    16 mujeres de la ciudad de San Pedro se han un...   \n",
       "46    El profesor Álvaro David es originario del mun...   \n",
       "50    Juan, es casado y tiene seis hijos con los cua...   \n",
       "51    Braulia tiene 35 años de edad y es parte del g...   \n",
       "54    Doris tiene 48 años de edad, es casada y tiene...   \n",
       "59    Elsa, tiene 63 años de edad, estudió hasta sex...   \n",
       "64    El grupo se llama “José Roan”  y se ubica en l...   \n",
       "67    María de 55 años, tiene una tienda de víveres ...   \n",
       "70    Mariana de 19 años,  es madre soltera con un n...   \n",
       "73    Flor de María a sus 38 años estudia el último ...   \n",
       "74    La señora Tomasa es una persona de carácter hu...   \n",
       "77    María Herlinda es una joven de 28 años de edad...   \n",
       "79    Mario tiene 58 años de edad, 16 de ellos dedic...   \n",
       "81    La señora Magda junto a su esposo ha procreado...   \n",
       "86    Juan  tiene 37 años es de la comunidad de  de ...   \n",
       "87    El señor Víctor  tiene 45 años de edad, es una...   \n",
       "107   Este Banco comunal se llama “Alcanzando Metas”...   \n",
       "111   El comité Oñondivepa  nace mediante la gestión...   \n",
       "112   José es un hombre de 35 años que vive en Santo...   \n",
       "116   La señora Ana tiene 46 años de edad, vive junt...   \n",
       "121   Mayra tiene 28 años, soltera y de profesión Ad...   \n",
       "127   Pastor, es un hombre muy responsable y conocid...   \n",
       "128   La señora Juana es originaria de Chuquisaca mi...   \n",
       "133   Tatiana de 24 años, vende arroz por quintales ...   \n",
       "137   EL Banco D. emprendimiento QUERER ES PODER, vi...   \n",
       "142   Blanca de 36 años de edad, madre de 3 hijos, s...   \n",
       "145   Linda estudió hasta bachillerato, vive en casa...   \n",
       "...                                                 ...   \n",
       "9780  Don Mariano es originario de la ciudad de Boac...   \n",
       "9784  Los socios y socias del grupo “LA NUEVA ESPERA...   \n",
       "9809  Jaramijó es un cantón de la provincia de Manab...   \n",
       "9814  Estif, de 26 años de edad, dedicada al cultivo...   \n",
       "9852  Olga, está decidida a tomar un nuevo crédito p...   \n",
       "9854  Rómulo de 56 años está casado con Ambrosia, co...   \n",
       "9865  Teresa  vive en casa propia con su hijo y su n...   \n",
       "9878  La socia pertenece al banco comunal LAS LEONAS...   \n",
       "9891  Verónica de 31 años de edad, es casada tiene t...   \n",
       "9892  RUTH es una socia de 38 años de edad soltera c...   \n",
       "9894  Los socios pertenecen al banco comunal “VIRGEN...   \n",
       "9897  Yanira es madre soltera de una niña que tiene ...   \n",
       "9899  Geovanni, opta por invertir más en su tienda, ...   \n",
       "9903  Berta hace 2 años aproximadamente decidió inic...   \n",
       "9912  Suzana continúa con su negocio de artesanía de...   \n",
       "9913  Álvaro es un habitante de la ciudad de Bogotá ...   \n",
       "9917  Carlos tiene 32 años de edad es de estado civi...   \n",
       "9923  La señora Juana es madre soltera. Cuenta con 4...   \n",
       "9933  Merlín Janeth es una mujer de 35 años de edad,...   \n",
       "9937  La socia pertenece al banco comunal RENACER DE...   \n",
       "9943  María es una mujer de 29 años de edad, esta si...   \n",
       "9944  Luis tiene 40 años de edad, es de estado civil...   \n",
       "9945  Luis, de 58 años de edad, es una persona que t...   \n",
       "9947  Hilda es conviviente con hijos dependientes. E...   \n",
       "9948  María de 45 años de edad, estudió hasta primer...   \n",
       "9956  La A.C. “24 de Enero” iniciará el trigésimo qu...   \n",
       "9961  \\nEl socio pertenece al Banco comunal LLAPALLA...   \n",
       "9985  Luis tiene 55 años vive al lado de su esposa, ...   \n",
       "9988  Doña Nelly es una mujer feliz, luchadora, empr...   \n",
       "9990  Araceli Esperanza mayor de edad casada origina...   \n",
       "\n",
       "                                 DESCRIPTION_TRANSLATED  FUNDED_AMOUNT  \\\n",
       "7     Francisco is the head of his household, living...           1600   \n",
       "16    Fidel is 56 years old and studied as far as se...           1500   \n",
       "35    SAN JOSE SOLIDARITY GROUP\\r\\n\\r\\nMarina raises...            775   \n",
       "37    Sixteen women from the city of San Pedro have ...           2100   \n",
       "46    \\r\\nProfessor Álvaro David is from the town of...            275   \n",
       "50    Juan is married and has six children he lives ...            325   \n",
       "51    Braulia is 35 years old and belongs to the San...           4800   \n",
       "54    Doris, age 48, is married and has three childr...            800   \n",
       "59    Elsa is 63, she has 2 children and does not li...           1100   \n",
       "64    The group called “José Roan” is located in the...            825   \n",
       "67    María, 55, has a grocery store in the front pa...           1000   \n",
       "70    Mariana, 19, is a single mother of a one year ...            600   \n",
       "73    Flor de María at 38 years old is studying her ...            825   \n",
       "74    Tomasa is a humble person.  She is 31 years ol...            725   \n",
       "77    María Herlinda is a young woman of 28 years of...           1000   \n",
       "79    Mario is 58 and has been working as an indepen...            875   \n",
       "81    Señora Magda together with her husband has fou...            700   \n",
       "86    Juan is 37 years old, and lives in the communi...            525   \n",
       "87    Victor is 45 years old. He is a hard-working p...            875   \n",
       "107   Introducing “Alcanzando Metas” (Reaching Goals...           5850   \n",
       "111   \\r\\nThe “Oñondivepa” committee was born thanks...           1925   \n",
       "112   \\nJosé is a 35 year old man living in Santo Do...           1075   \n",
       "116   Ana, 46, and her husband work hard making craf...           1000   \n",
       "121   Mayra is 28 years old, single, and has a degre...           1050   \n",
       "127   Pastor is a very responsible man and well-know...           1500   \n",
       "128   Juana is from Chuquisaca and migrated to the t...           1025   \n",
       "133   Tatiana, age 24, sells rice by the “quintal” (...            800   \n",
       "137   The 'QUERER ES PODER' (to want is to be able) ...           3250   \n",
       "142   Blanca is 36 years old and a mother to three c...            800   \n",
       "145   Linda studied until she graduated high school....           1500   \n",
       "...                                                 ...            ...   \n",
       "9780  Mariano, 73, was born in the city of Boaco. He...            600   \n",
       "9784  The members of the La Nueva Esperanza de Corco...           2000   \n",
       "9809  Jaramijó is a canton in the province of Manabí...            675   \n",
       "9814  Estif is 26 years old and has worked growing c...            925   \n",
       "9852  Olga has decided to take out a new loan in ord...           1000   \n",
       "9854  Rómulo, 56 years old, is married to Ambrosia, ...           1100   \n",
       "9865  Teresa lives in her own home with her son and ...           1000   \n",
       "9878  This member of the Las Leonas de San Jeronimo ...           2700   \n",
       "9891  Verónica, 31, is married.  She has three child...            600   \n",
       "9892  RUTH is a 38 year old partner who is single an...           2500   \n",
       "9894  The members of this group belong to the commun...           3325   \n",
       "9897  Yanira is a single mother of a girl who is eig...            950   \n",
       "9899  Geovanni chose to invest more in his store. He...            700   \n",
       "9903  Around two years ago Berta decided to start he...           1050   \n",
       "9912  Suzana continues with her handicraft business ...           1175   \n",
       "9913  Álvaro is a resident of the city of Bogotá. He...            850   \n",
       "9917  Carlos is 32 years old. His civil status is ma...           1000   \n",
       "9923  Señora Juana is a single mother.  She is 45-ye...           2775   \n",
       "9933  Merlín Janeth is 35 years old and is married w...           1425   \n",
       "9937  The member belongs to the Renacer De Ayarmaca ...           3425   \n",
       "9943  María is a 29 year old woman who is married to...           3150   \n",
       "9944  Luis, 40, is married and has three children--L...            800   \n",
       "9945  Luis is 58 years old and works hard as a farme...            450   \n",
       "9947  Hilda is married and has dependent children. S...           2025   \n",
       "9948  María is 45 years old and she studied until th...           1000   \n",
       "9956  The Communal Bank “24 de Enero” (January 24th)...           7350   \n",
       "9961  This borrower, Timoteo, belongs to the Llapall...           1550   \n",
       "9985  Luis, age 55, lives with his wife.  She is his...           1100   \n",
       "9988  Nelly is a cheerful, determined and enterprisi...           1225   \n",
       "9990  Araceli Esperanza is a married adult from one ...           1200   \n",
       "\n",
       "      LOAN_AMOUNT   STATUS  IMAGE_ID  VIDEO_ID         ...          \\\n",
       "7            1600   funded   1517749       NaN         ...           \n",
       "16           1500   funded   1522391       NaN         ...           \n",
       "35            775   funded   1074281       NaN         ...           \n",
       "37           2100   funded   1074964       NaN         ...           \n",
       "46            875  expired   1080207       NaN         ...           \n",
       "50           1200  expired   1085691       NaN         ...           \n",
       "51           4800   funded   1079131       NaN         ...           \n",
       "54            800   funded   1087348       NaN         ...           \n",
       "59           1100   funded   2316028       NaN         ...           \n",
       "64            825   funded    679231       NaN         ...           \n",
       "67           1000   funded    655391       NaN         ...           \n",
       "70            600   funded    655937       NaN         ...           \n",
       "73            825   funded   2330750       NaN         ...           \n",
       "74            725   funded   2391627       NaN         ...           \n",
       "77           1000   funded   1513782       NaN         ...           \n",
       "79            875   funded   1513942       NaN         ...           \n",
       "81            700   funded   1514822       NaN         ...           \n",
       "86            525   funded   1521737       NaN         ...           \n",
       "87            875   funded   1518553       NaN         ...           \n",
       "107          5850   funded   1073472       NaN         ...           \n",
       "111          1925   funded   1078906       NaN         ...           \n",
       "112          1075   funded   1080292       NaN         ...           \n",
       "116          1000   funded   1084396       NaN         ...           \n",
       "121          1050   funded   1090097       NaN         ...           \n",
       "127          1500   funded   2315928       NaN         ...           \n",
       "128          1025   funded   2316054       NaN         ...           \n",
       "133           800   funded    649211       NaN         ...           \n",
       "137          3250   funded    654577       NaN         ...           \n",
       "142           800   funded   2111747       NaN         ...           \n",
       "145          1500   funded   2285839       NaN         ...           \n",
       "...           ...      ...       ...       ...         ...           \n",
       "9780          600   funded   1455963       NaN         ...           \n",
       "9784         2000   funded   1458811       NaN         ...           \n",
       "9809          675   funded   2647478       NaN         ...           \n",
       "9814          925   funded   2652471       NaN         ...           \n",
       "9852         1000   funded   1451572       NaN         ...           \n",
       "9854         1100   funded   1452976       NaN         ...           \n",
       "9865         1000   funded   1457860       NaN         ...           \n",
       "9878         2700   funded   2061975       NaN         ...           \n",
       "9891          600   funded   2648487       NaN         ...           \n",
       "9892         2500   funded   2556035       NaN         ...           \n",
       "9894         3325   funded   2653532       NaN         ...           \n",
       "9897          950   funded   2655749       NaN         ...           \n",
       "9899          700   funded   1463593       NaN         ...           \n",
       "9903         1050   funded   1467274       NaN         ...           \n",
       "9912         1175   funded   1931821       NaN         ...           \n",
       "9913         1550  expired   2072618       NaN         ...           \n",
       "9917         1000   funded   2073490       NaN         ...           \n",
       "9923         2775   funded   1449531       NaN         ...           \n",
       "9933         1425   funded   1459939       NaN         ...           \n",
       "9937         3425   funded   1909785       NaN         ...           \n",
       "9943         3150   funded   2059665       NaN         ...           \n",
       "9944          800   funded   2062010       NaN         ...           \n",
       "9945         1000  expired   2062173       NaN         ...           \n",
       "9947         2025   funded   2065675       NaN         ...           \n",
       "9948         1000   funded   2067880       NaN         ...           \n",
       "9956         7350   funded   2651000       NaN         ...           \n",
       "9961         1550   funded   2653766       NaN         ...           \n",
       "9985         1100   funded   1453934       NaN         ...           \n",
       "9988         1225   funded   1456772       NaN         ...           \n",
       "9990         1225  expired   1458717       NaN         ...           \n",
       "\n",
       "     LENDER_TERM NUM_LENDERS_TOTAL NUM_JOURNAL_ENTRIES NUM_BULK_ENTRIES  \\\n",
       "7             26                49                   1                1   \n",
       "16            15                53                   2                1   \n",
       "35             8                30                   4                2   \n",
       "37             9                63                   1                1   \n",
       "46            18                11                   1                1   \n",
       "50            14                10                   1                1   \n",
       "51             7               153                   6                3   \n",
       "54            14                20                   4                2   \n",
       "59            14                31                   2                1   \n",
       "64             7                22                   2                1   \n",
       "67            12                36                   1                1   \n",
       "70            13                18                   1                1   \n",
       "73            26                18                   1                1   \n",
       "74            27                26                   1                1   \n",
       "77            14                25                   2                1   \n",
       "79            20                27                   3                2   \n",
       "81            14                23                   2                1   \n",
       "86            26                20                   1                1   \n",
       "87            14                32                   1                1   \n",
       "107            5               205                   2                1   \n",
       "111            5                45                   1                1   \n",
       "112           15                40                   1                1   \n",
       "116           26                30                   2                1   \n",
       "121           14                38                   1                1   \n",
       "127           14                33                   2                1   \n",
       "128           14                26                   1                1   \n",
       "133           14                20                   1                1   \n",
       "137            8                85                   1                1   \n",
       "142           14                24                   2                1   \n",
       "145           26                40                   1                1   \n",
       "...          ...               ...                 ...              ...   \n",
       "9780          15                13                   1                1   \n",
       "9784           6                18                   4                2   \n",
       "9809           7                16                   1                1   \n",
       "9814          12                26                   1                1   \n",
       "9852          20                37                   2                1   \n",
       "9854           4                 5                   1                1   \n",
       "9865          26                22                   1                1   \n",
       "9878           6                23                   2                1   \n",
       "9891          10                19                   1                1   \n",
       "9892           6                 1                   1                1   \n",
       "9894           8                25                   1                1   \n",
       "9897          20                30                   1                1   \n",
       "9899          14                22                   1                1   \n",
       "9903          26                31                   3                2   \n",
       "9912          14                44                   1                1   \n",
       "9913          27                 7                   1                1   \n",
       "9917          14                18                   2                2   \n",
       "9923          11                89                   1                1   \n",
       "9933          27                47                   1                1   \n",
       "9937           8               102                   1                1   \n",
       "9943          14                32                   1                1   \n",
       "9944          17                19                   2                2   \n",
       "9945          14                13                   1                1   \n",
       "9947           6                 9                   2                1   \n",
       "9948          14                32                   2                1   \n",
       "9956           9               145                   1                1   \n",
       "9961           8                49                   1                1   \n",
       "9985           8                37                   1                1   \n",
       "9988          20                33                   1                1   \n",
       "9990          14                29                   1                1   \n",
       "\n",
       "                                                   TAGS  \\\n",
       "7     user_favorite, #Biz Durable Asset, #Animals, #...   \n",
       "16                                                  NaN   \n",
       "35                                                  NaN   \n",
       "37                                                  NaN   \n",
       "46                                                  NaN   \n",
       "50                                                  NaN   \n",
       "51                                                  NaN   \n",
       "54                                                  NaN   \n",
       "59    #Elderly, #Woman Owned Biz, #Repeat Borrower, ...   \n",
       "64                                                  NaN   \n",
       "67                                                  NaN   \n",
       "70                                                  NaN   \n",
       "73                                           #Schooling   \n",
       "74                       #Eco-friendly, #Sustainable Ag   \n",
       "77                  #Interesting Photo, #Parent, #Vegan   \n",
       "79          #Biz Durable Asset, #Elderly, user_favorite   \n",
       "81                     #Repeat Borrower, #Low-profit FP   \n",
       "86                                        user_favorite   \n",
       "87                       #Parent, #Vegan, user_favorite   \n",
       "107                                                 NaN   \n",
       "111                                                 NaN   \n",
       "112                                                 NaN   \n",
       "116                                                 NaN   \n",
       "121                                                 NaN   \n",
       "127               #Animals, #Biz Durable Asset, #Parent   \n",
       "128       user_favorite, #Parent, #Vegan, user_favorite   \n",
       "133                                                 NaN   \n",
       "137                                                 NaN   \n",
       "142   #Repeat Borrower, #Single Parent, #Parent, #Si...   \n",
       "145   #Woman Owned Biz, #Single Parent, user_favorit...   \n",
       "...                                                 ...   \n",
       "9780                         #Elderly, #Inspiring Story   \n",
       "9784                                                NaN   \n",
       "9809                                                NaN   \n",
       "9814                                                NaN   \n",
       "9852                 #Woman Owned Biz, #Repeat Borrower   \n",
       "9854                                                NaN   \n",
       "9865                                 #Supporting Family   \n",
       "9878                                                NaN   \n",
       "9891                   #Animals, #Parent, user_favorite   \n",
       "9892                                                NaN   \n",
       "9894  #Repeat Borrower, #Woman Owned Biz, user_favor...   \n",
       "9897          #Woman Owned Biz, #Single Parent, #Parent   \n",
       "9899               #Supporting Family, #Repeat Borrower   \n",
       "9903  volunteer_pick, volunteer_like, #Fabrics, #Rep...   \n",
       "9912  #Woman Owned Biz, #Repeat Borrower, user_favorite   \n",
       "9913  #Health and Sanitation, #First Loan, #Parent, ...   \n",
       "9917              #Parent, #Animals, #Biz Durable Asset   \n",
       "9923            #Animals, #Single Parent, user_favorite   \n",
       "9933            #Schooling, #Parent, #Supporting Family   \n",
       "9937           #Parent, #Repeat Borrower, user_favorite   \n",
       "9943                #Fabrics, #Parent, #Woman Owned Biz   \n",
       "9944                                  #Animals, #Parent   \n",
       "9945             #Elderly, #Animals, #Biz Durable Asset   \n",
       "9947                                      user_favorite   \n",
       "9948  user_favorite, #Parent, #Repeat Borrower, #Veg...   \n",
       "9956  #Fabrics, #Woman Owned Biz, #Parent, user_favo...   \n",
       "9961     #Repeat Borrower, user_favorite, user_favorite   \n",
       "9985                                                NaN   \n",
       "9988                                                NaN   \n",
       "9990  #Woman Owned Biz, #Repeat Borrower, user_favorite   \n",
       "\n",
       "                                         BORROWER_NAMES  \\\n",
       "7                                             Francisco   \n",
       "16                                          Fidel Ángel   \n",
       "35                    Marina, Dolores, Mildred Carolina   \n",
       "37    Esmilce, Roquelina, Daniela, Angela, Estela, R...   \n",
       "46                                         Alvaro David   \n",
       "50                                                 Juan   \n",
       "51                 Berenice, Braulia, Leticia, Veronica   \n",
       "54                                                Doris   \n",
       "59                                           Elsa Ester   \n",
       "64                                 Uriel, Joel, Idolina   \n",
       "67                                      Maria Magdalena   \n",
       "70                                    Mariana Alexandra   \n",
       "73                                        FLOR DE MARIA   \n",
       "74                                               TOMASA   \n",
       "77                                       Maria Herlinda   \n",
       "79                                       Mario De Jesús   \n",
       "81                                 Magda De Los Angeles   \n",
       "86                                           Juan Ramon   \n",
       "87                                               Victor   \n",
       "107   Brigida, Norma, Jeannette, Ana María, Paula, M...   \n",
       "111   Maria, Gladys, Gervasia, Catalina, Lourden, Bl...   \n",
       "112                                        José Antonio   \n",
       "116                                            Ana Elsa   \n",
       "121                                       Mayra Mariela   \n",
       "127                                              Pastor   \n",
       "128                                               JUANA   \n",
       "133                                   Tatiana Elizabeth   \n",
       "137   MARIA SALOME, EMELIANA, FLORENCIA, PATRICIA, C...   \n",
       "142                                      Blanca Azucena   \n",
       "145                                       Linda Beatriz   \n",
       "...                                                 ...   \n",
       "9780                                            Mariano   \n",
       "9784  Hilda Victoria, Carmen Gladys, Maria Luisa, Mo...   \n",
       "9809                                    Kerlly Gabriela   \n",
       "9814                                              Estif   \n",
       "9852                                        Olga Yanira   \n",
       "9854                                             Romulo   \n",
       "9865                                             Teresa   \n",
       "9878  Marisol July, Wilbert Giovanni, Gregoria, Mari...   \n",
       "9891                               Juan, Veronica, Alex   \n",
       "9892  Abigail Leonor,  Betty, Ruth Mireya, FLOR ELEN...   \n",
       "9894  Brigida, Luis, Rosmery, Dora, Mamerto, Yuli, V...   \n",
       "9897                                  YANIRA CANDELARIA   \n",
       "9899                                 Geovanni Aristides   \n",
       "9903                                        Berta Lucía   \n",
       "9912                                             Suzana   \n",
       "9913                                     Álvaro Antonio   \n",
       "9917                                     CARLOS ALFREDO   \n",
       "9923  CATARINA, TOMASA, RAMONA, TOMASA, LUCIA, MARIA...   \n",
       "9933                                      Merlin Janeth   \n",
       "9937  Gloria, Maximiliana, Sonia, Alicia, Noemi, Bra...   \n",
       "9943  Dalila Séfora, Catarina, Catarina, Iriam Pascu...   \n",
       "9944                                        LUIS FABIAN   \n",
       "9945                                        Luis Alonso   \n",
       "9947  Noemi, Olga Clara, Eva Edith, Felicia, Agustin...   \n",
       "9948                                      Maria Teodora   \n",
       "9956  Elizabeth, Ruben Horlando, Rosalia, Juana\\t\\t,...   \n",
       "9961                                    Timoteo Nemecio   \n",
       "9985                                       Luis Ernesto   \n",
       "9988                                   Nelly Evangelina   \n",
       "9990                                  Araceli Esperanza   \n",
       "\n",
       "                                       BORROWER_GENDERS  \\\n",
       "7                                                  male   \n",
       "16                                                 male   \n",
       "35                               female, female, female   \n",
       "37    female, female, female, female, female, female...   \n",
       "46                                                 male   \n",
       "50                                                 male   \n",
       "51                       female, female, female, female   \n",
       "54                                               female   \n",
       "59                                               female   \n",
       "64                               female, female, female   \n",
       "67                                               female   \n",
       "70                                               female   \n",
       "73                                               female   \n",
       "74                                               female   \n",
       "77                                               female   \n",
       "79                                                 male   \n",
       "81                                               female   \n",
       "86                                                 male   \n",
       "87                                                 male   \n",
       "107   female, female, female, female, female, female...   \n",
       "111   female, female, female, female, female, female...   \n",
       "112                                                male   \n",
       "116                                              female   \n",
       "121                                              female   \n",
       "127                                                male   \n",
       "128                                              female   \n",
       "133                                              female   \n",
       "137   female, female, female, female, female, female...   \n",
       "142                                              female   \n",
       "145                                              female   \n",
       "...                                                 ...   \n",
       "9780                                               male   \n",
       "9784  female, female, female, female, female, male, ...   \n",
       "9809                                             female   \n",
       "9814                                             female   \n",
       "9852                                             female   \n",
       "9854                                               male   \n",
       "9865                                             female   \n",
       "9878  female, male, female, female, female, male, fe...   \n",
       "9891                                 male, female, male   \n",
       "9892  female, female, female, female, female, female...   \n",
       "9894  female, male, female, female, male, female, fe...   \n",
       "9897                                             female   \n",
       "9899                                               male   \n",
       "9903                                             female   \n",
       "9912                                             female   \n",
       "9913                                               male   \n",
       "9917                                               male   \n",
       "9923  female, female, female, female, female, female...   \n",
       "9933                                             female   \n",
       "9937  female, female, female, female, female, female...   \n",
       "9943  female, female, female, female, female, female...   \n",
       "9944                                               male   \n",
       "9945                                               male   \n",
       "9947  female, female, female, female, female, female...   \n",
       "9948                                             female   \n",
       "9956  female, male, female, female, female, female, ...   \n",
       "9961                                               male   \n",
       "9985                                               male   \n",
       "9988                                             female   \n",
       "9990                                             female   \n",
       "\n",
       "                                      BORROWER_PICTURED REPAYMENT_INTERVAL  \\\n",
       "7                                                  true          irregular   \n",
       "16                                                 true             bullet   \n",
       "35                                     true, true, true            monthly   \n",
       "37    true, true, true, true, true, true, true, true...          irregular   \n",
       "46                                                 true            monthly   \n",
       "50                                                 true            monthly   \n",
       "51                               true, true, true, true          irregular   \n",
       "54                                                 true            monthly   \n",
       "59                                                 true             bullet   \n",
       "64                                     true, true, true            monthly   \n",
       "67                                                 true            monthly   \n",
       "70                                                 true            monthly   \n",
       "73                                                 true            monthly   \n",
       "74                                                 true          irregular   \n",
       "77                                                 true            monthly   \n",
       "79                                                 true            monthly   \n",
       "81                                                 true            monthly   \n",
       "86                                                 true          irregular   \n",
       "87                                                 true          irregular   \n",
       "107   true, true, true, true, true, true, true, true...          irregular   \n",
       "111   true, true, true, true, true, true, true, true...          irregular   \n",
       "112                                                true            monthly   \n",
       "116                                                true            monthly   \n",
       "121                                                true            monthly   \n",
       "127                                                true            monthly   \n",
       "128                                                true          irregular   \n",
       "133                                                true            monthly   \n",
       "137   true, true, true, true, true, true, true, true...          irregular   \n",
       "142                                                true            monthly   \n",
       "145                                                true            monthly   \n",
       "...                                                 ...                ...   \n",
       "9780                                               true            monthly   \n",
       "9784     true, true, true, true, true, true, true, true          irregular   \n",
       "9809                                               true          irregular   \n",
       "9814                                               true             bullet   \n",
       "9852                                               true            monthly   \n",
       "9854                                               true            monthly   \n",
       "9865                                               true            monthly   \n",
       "9878  true, true, true, true, true, true, true, true...          irregular   \n",
       "9891                                   true, true, true             bullet   \n",
       "9892    true, true, true, false, true, true, true, true          irregular   \n",
       "9894  true, true, true, true, true, true, true, true...            monthly   \n",
       "9897                                               true            monthly   \n",
       "9899                                               true            monthly   \n",
       "9903                                               true            monthly   \n",
       "9912                                               true            monthly   \n",
       "9913                                               true            monthly   \n",
       "9917                                               true            monthly   \n",
       "9923  true, true, true, true, true, true, true, true...            monthly   \n",
       "9933                                               true          irregular   \n",
       "9937           true, true, true, true, true, true, true            monthly   \n",
       "9943  true, true, true, true, true, true, true, true...            monthly   \n",
       "9944                                               true            monthly   \n",
       "9945                                               true             bullet   \n",
       "9947           true, true, true, true, true, true, true          irregular   \n",
       "9948                                               true            monthly   \n",
       "9956     true, true, true, true, true, true, true, true            monthly   \n",
       "9961                                               true            monthly   \n",
       "9985                                               true             bullet   \n",
       "9988                                               true             bullet   \n",
       "9990                                               true            monthly   \n",
       "\n",
       "      DISTRIBUTION_MODEL  \n",
       "7          field_partner  \n",
       "16         field_partner  \n",
       "35         field_partner  \n",
       "37         field_partner  \n",
       "46         field_partner  \n",
       "50         field_partner  \n",
       "51         field_partner  \n",
       "54         field_partner  \n",
       "59         field_partner  \n",
       "64         field_partner  \n",
       "67         field_partner  \n",
       "70         field_partner  \n",
       "73         field_partner  \n",
       "74         field_partner  \n",
       "77         field_partner  \n",
       "79         field_partner  \n",
       "81         field_partner  \n",
       "86         field_partner  \n",
       "87         field_partner  \n",
       "107        field_partner  \n",
       "111        field_partner  \n",
       "112        field_partner  \n",
       "116        field_partner  \n",
       "121        field_partner  \n",
       "127        field_partner  \n",
       "128        field_partner  \n",
       "133        field_partner  \n",
       "137        field_partner  \n",
       "142        field_partner  \n",
       "145        field_partner  \n",
       "...                  ...  \n",
       "9780       field_partner  \n",
       "9784       field_partner  \n",
       "9809       field_partner  \n",
       "9814       field_partner  \n",
       "9852       field_partner  \n",
       "9854       field_partner  \n",
       "9865       field_partner  \n",
       "9878       field_partner  \n",
       "9891       field_partner  \n",
       "9892       field_partner  \n",
       "9894       field_partner  \n",
       "9897       field_partner  \n",
       "9899       field_partner  \n",
       "9903       field_partner  \n",
       "9912       field_partner  \n",
       "9913       field_partner  \n",
       "9917       field_partner  \n",
       "9923       field_partner  \n",
       "9933       field_partner  \n",
       "9937       field_partner  \n",
       "9943       field_partner  \n",
       "9944       field_partner  \n",
       "9945       field_partner  \n",
       "9947       field_partner  \n",
       "9948       field_partner  \n",
       "9956       field_partner  \n",
       "9961       field_partner  \n",
       "9985       field_partner  \n",
       "9988       field_partner  \n",
       "9990       field_partner  \n",
       "\n",
       "[1580 rows x 34 columns]"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#returns loans greater than 500 of spanish-speaking people.\n",
    "df[(df[\"ORIGINAL_LANGUAGE\"] == \"Spanish\") & (df[\"LOAN_AMOUNT\"] > 500)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<bound method Series.reset_index of ORIGINAL_LANGUAGE\n",
       "Arabic           7500\n",
       "English       4666675\n",
       "French         558500\n",
       "Portuguese      22425\n",
       "Russian        316550\n",
       "Spanish       2630575\n",
       "Vietnamese       1325\n",
       "Name: LOAN_AMOUNT, dtype: float64>"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# groups data by lenguage and sums the loan amount of each\n",
    "\n",
    "group = df.groupby([\"ORIGINAL_LANGUAGE\"])[\"LOAN_AMOUNT\"].sum().reset_index\n",
    "group"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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