1339 lines
50 KiB
Plaintext
1339 lines
50 KiB
Plaintext
{
|
||
"cells": [
|
||
{
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||
"cell_type": "markdown",
|
||
"metadata": {},
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||
"source": [
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"___\n",
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"\n",
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"<a href='http://www.pieriandata.com'> <img src='../Pierian_Data_Logo.png' /></a>\n",
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"___"
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||
]
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},
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{
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"cell_type": "markdown",
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||
"metadata": {},
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"source": [
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"** Typically we will just be either reading csv files directly or using pandas-datareader or quandl. Consider this lecture just a quick overview of what is possible with pandas (we won't be working with SQL or excel files in this course) **"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Data Input and Output\n",
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"\n",
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"This notebook is the reference code for getting input and output, pandas can read a variety of file types using its pd.read_ methods. Let's take a look at the most common data types:"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {
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"collapsed": true
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},
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"outputs": [],
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"source": [
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"import numpy as np\n",
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"import pandas as pd"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## CSV\n",
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"\n",
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"### CSV Input"
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]
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},
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{
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"cell_type": "code",
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||
"execution_count": 25,
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||
"metadata": {},
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||
"outputs": [
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||
{
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||
"data": {
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"text/html": [
|
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"<div>\n",
|
||
"<table border=\"1\" class=\"dataframe\">\n",
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" <thead>\n",
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" <tr style=\"text-align: right;\">\n",
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||
" <th></th>\n",
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||
" <th>a</th>\n",
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||
" <th>b</th>\n",
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||
" <th>c</th>\n",
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||
" <th>d</th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
" <tbody>\n",
|
||
" <tr>\n",
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||
" <th>0</th>\n",
|
||
" <td>0</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>2</td>\n",
|
||
" <td>3</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1</th>\n",
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||
" <td>4</td>\n",
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||
" <td>5</td>\n",
|
||
" <td>6</td>\n",
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||
" <td>7</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
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||
" <th>2</th>\n",
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||
" <td>8</td>\n",
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||
" <td>9</td>\n",
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||
" <td>10</td>\n",
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" <td>11</td>\n",
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||
" </tr>\n",
|
||
" <tr>\n",
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" <th>3</th>\n",
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" <td>12</td>\n",
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" <td>13</td>\n",
|
||
" <td>14</td>\n",
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" <td>15</td>\n",
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||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"</div>"
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||
],
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"text/plain": [
|
||
" a b c d\n",
|
||
"0 0 1 2 3\n",
|
||
"1 4 5 6 7\n",
|
||
"2 8 9 10 11\n",
|
||
"3 12 13 14 15"
|
||
]
|
||
},
|
||
"execution_count": 25,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
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||
}
|
||
],
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||
"source": [
|
||
"df = pd.read_csv('example')\n",
|
||
"df"
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||
]
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||
},
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||
{
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||
"cell_type": "markdown",
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||
"metadata": {},
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"source": [
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||
"### CSV Output"
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||
]
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||
},
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||
{
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||
"cell_type": "code",
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||
"execution_count": 24,
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||
"metadata": {
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||
"collapsed": true
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||
},
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||
"outputs": [],
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||
"source": [
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||
"df.to_csv('example',index=False)"
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||
]
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},
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||
{
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||
"cell_type": "markdown",
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||
"metadata": {},
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||
"source": [
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"## Excel\n",
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||
"Pandas can read and write excel files, keep in mind, this only imports data. Not formulas or images, having images or macros may cause this read_excel method to crash. "
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||
]
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||
},
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||
{
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||
"cell_type": "markdown",
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||
"metadata": {},
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||
"source": [
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||
"### Excel Input"
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||
]
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||
},
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||
{
|
||
"cell_type": "code",
|
||
"execution_count": 35,
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||
"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>a</th>\n",
|
||
" <th>b</th>\n",
|
||
" <th>c</th>\n",
|
||
" <th>d</th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
" <tbody>\n",
|
||
" <tr>\n",
|
||
" <th>0</th>\n",
|
||
" <td>0</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>2</td>\n",
|
||
" <td>3</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1</th>\n",
|
||
" <td>4</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>7</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2</th>\n",
|
||
" <td>8</td>\n",
|
||
" <td>9</td>\n",
|
||
" <td>10</td>\n",
|
||
" <td>11</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>3</th>\n",
|
||
" <td>12</td>\n",
|
||
" <td>13</td>\n",
|
||
" <td>14</td>\n",
|
||
" <td>15</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"</div>"
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||
],
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||
"text/plain": [
|
||
" a b c d\n",
|
||
"0 0 1 2 3\n",
|
||
"1 4 5 6 7\n",
|
||
"2 8 9 10 11\n",
|
||
"3 12 13 14 15"
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||
]
|
||
},
|
||
"execution_count": 35,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
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||
}
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||
],
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||
"source": [
|
||
"pd.read_excel('Excel_Sample.xlsx',sheetname='Sheet1')"
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||
]
|
||
},
|
||
{
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||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Excel Output"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 33,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"df.to_excel('Excel_Sample.xlsx',sheet_name='Sheet1')"
|
||
]
|
||
},
|
||
{
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||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
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||
"## HTML\n",
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||
"\n",
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||
"You may need to install htmllib5,lxml, and BeautifulSoup4. In your terminal/command prompt run:\n",
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||
"\n",
|
||
" conda install lxml\n",
|
||
" conda install html5lib\n",
|
||
" conda install BeautifulSoup4\n",
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||
"\n",
|
||
"Then restart Jupyter Notebook.\n",
|
||
"(or use pip install if you aren't using the Anaconda Distribution)\n",
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||
"\n",
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||
"Pandas can read table tabs off of html. For example:"
|
||
]
|
||
},
|
||
{
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||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### HTML Input\n",
|
||
"\n",
|
||
"Pandas read_html function will read tables off of a webpage and return a list of DataFrame objects:"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 5,
|
||
"metadata": {},
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||
"outputs": [],
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||
"source": [
|
||
"df = pd.read_html('http://www.fdic.gov/bank/individual/failed/banklist.html')"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 7,
|
||
"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>Bank Name</th>\n",
|
||
" <th>City</th>\n",
|
||
" <th>ST</th>\n",
|
||
" <th>CERT</th>\n",
|
||
" <th>Acquiring Institution</th>\n",
|
||
" <th>Closing Date</th>\n",
|
||
" <th>Updated Date</th>\n",
|
||
" <th>Loss Share Type</th>\n",
|
||
" <th>Agreement Terminated</th>\n",
|
||
" <th>Termination Date</th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
" <tbody>\n",
|
||
" <tr>\n",
|
||
" <th>0</th>\n",
|
||
" <td>First CornerStone Bank</td>\n",
|
||
" <td>King of Prussia</td>\n",
|
||
" <td>PA</td>\n",
|
||
" <td>35312</td>\n",
|
||
" <td>First-Citizens Bank & Trust Company</td>\n",
|
||
" <td>May 6, 2016</td>\n",
|
||
" <td>July 12, 2016</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1</th>\n",
|
||
" <td>Trust Company Bank</td>\n",
|
||
" <td>Memphis</td>\n",
|
||
" <td>TN</td>\n",
|
||
" <td>9956</td>\n",
|
||
" <td>The Bank of Fayette County</td>\n",
|
||
" <td>April 29, 2016</td>\n",
|
||
" <td>August 4, 2016</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2</th>\n",
|
||
" <td>North Milwaukee State Bank</td>\n",
|
||
" <td>Milwaukee</td>\n",
|
||
" <td>WI</td>\n",
|
||
" <td>20364</td>\n",
|
||
" <td>First-Citizens Bank & Trust Company</td>\n",
|
||
" <td>March 11, 2016</td>\n",
|
||
" <td>June 16, 2016</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>3</th>\n",
|
||
" <td>Hometown National Bank</td>\n",
|
||
" <td>Longview</td>\n",
|
||
" <td>WA</td>\n",
|
||
" <td>35156</td>\n",
|
||
" <td>Twin City Bank</td>\n",
|
||
" <td>October 2, 2015</td>\n",
|
||
" <td>April 13, 2016</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>4</th>\n",
|
||
" <td>The Bank of Georgia</td>\n",
|
||
" <td>Peachtree City</td>\n",
|
||
" <td>GA</td>\n",
|
||
" <td>35259</td>\n",
|
||
" <td>Fidelity Bank</td>\n",
|
||
" <td>October 2, 2015</td>\n",
|
||
" <td>April 13, 2016</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>5</th>\n",
|
||
" <td>Premier Bank</td>\n",
|
||
" <td>Denver</td>\n",
|
||
" <td>CO</td>\n",
|
||
" <td>34112</td>\n",
|
||
" <td>United Fidelity Bank, fsb</td>\n",
|
||
" <td>July 10, 2015</td>\n",
|
||
" <td>July 12, 2016</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>6</th>\n",
|
||
" <td>Edgebrook Bank</td>\n",
|
||
" <td>Chicago</td>\n",
|
||
" <td>IL</td>\n",
|
||
" <td>57772</td>\n",
|
||
" <td>Republic Bank of Chicago</td>\n",
|
||
" <td>May 8, 2015</td>\n",
|
||
" <td>July 12, 2016</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>7</th>\n",
|
||
" <td>Doral BankEn Espanol</td>\n",
|
||
" <td>San Juan</td>\n",
|
||
" <td>PR</td>\n",
|
||
" <td>32102</td>\n",
|
||
" <td>Banco Popular de Puerto Rico</td>\n",
|
||
" <td>February 27, 2015</td>\n",
|
||
" <td>May 13, 2015</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>8</th>\n",
|
||
" <td>Capitol City Bank & Trust Company</td>\n",
|
||
" <td>Atlanta</td>\n",
|
||
" <td>GA</td>\n",
|
||
" <td>33938</td>\n",
|
||
" <td>First-Citizens Bank & Trust Company</td>\n",
|
||
" <td>February 13, 2015</td>\n",
|
||
" <td>April 21, 2015</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>9</th>\n",
|
||
" <td>Highland Community Bank</td>\n",
|
||
" <td>Chicago</td>\n",
|
||
" <td>IL</td>\n",
|
||
" <td>20290</td>\n",
|
||
" <td>United Fidelity Bank, fsb</td>\n",
|
||
" <td>January 23, 2015</td>\n",
|
||
" <td>April 21, 2015</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>10</th>\n",
|
||
" <td>First National Bank of Crestview</td>\n",
|
||
" <td>Crestview</td>\n",
|
||
" <td>FL</td>\n",
|
||
" <td>17557</td>\n",
|
||
" <td>First NBC Bank</td>\n",
|
||
" <td>January 16, 2015</td>\n",
|
||
" <td>January 15, 2016</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>11</th>\n",
|
||
" <td>Northern Star Bank</td>\n",
|
||
" <td>Mankato</td>\n",
|
||
" <td>MN</td>\n",
|
||
" <td>34983</td>\n",
|
||
" <td>BankVista</td>\n",
|
||
" <td>December 19, 2014</td>\n",
|
||
" <td>January 6, 2016</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>12</th>\n",
|
||
" <td>Frontier Bank, FSB D/B/A El Paseo Bank</td>\n",
|
||
" <td>Palm Desert</td>\n",
|
||
" <td>CA</td>\n",
|
||
" <td>34738</td>\n",
|
||
" <td>Bank of Southern California, N.A.</td>\n",
|
||
" <td>November 7, 2014</td>\n",
|
||
" <td>January 6, 2016</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>13</th>\n",
|
||
" <td>The National Republic Bank of Chicago</td>\n",
|
||
" <td>Chicago</td>\n",
|
||
" <td>IL</td>\n",
|
||
" <td>916</td>\n",
|
||
" <td>State Bank of Texas</td>\n",
|
||
" <td>October 24, 2014</td>\n",
|
||
" <td>January 6, 2016</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>14</th>\n",
|
||
" <td>NBRS Financial</td>\n",
|
||
" <td>Rising Sun</td>\n",
|
||
" <td>MD</td>\n",
|
||
" <td>4862</td>\n",
|
||
" <td>Howard Bank</td>\n",
|
||
" <td>October 17, 2014</td>\n",
|
||
" <td>March 26, 2015</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>15</th>\n",
|
||
" <td>GreenChoice Bank, fsb</td>\n",
|
||
" <td>Chicago</td>\n",
|
||
" <td>IL</td>\n",
|
||
" <td>28462</td>\n",
|
||
" <td>Providence Bank, LLC</td>\n",
|
||
" <td>July 25, 2014</td>\n",
|
||
" <td>July 28, 2015</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>16</th>\n",
|
||
" <td>Eastside Commercial Bank</td>\n",
|
||
" <td>Conyers</td>\n",
|
||
" <td>GA</td>\n",
|
||
" <td>58125</td>\n",
|
||
" <td>Community & Southern Bank</td>\n",
|
||
" <td>July 18, 2014</td>\n",
|
||
" <td>July 11, 2016</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>17</th>\n",
|
||
" <td>The Freedom State Bank</td>\n",
|
||
" <td>Freedom</td>\n",
|
||
" <td>OK</td>\n",
|
||
" <td>12483</td>\n",
|
||
" <td>Alva State Bank & Trust Company</td>\n",
|
||
" <td>June 27, 2014</td>\n",
|
||
" <td>March 25, 2016</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>18</th>\n",
|
||
" <td>Valley Bank</td>\n",
|
||
" <td>Fort Lauderdale</td>\n",
|
||
" <td>FL</td>\n",
|
||
" <td>21793</td>\n",
|
||
" <td>Landmark Bank, National Association</td>\n",
|
||
" <td>June 20, 2014</td>\n",
|
||
" <td>June 29, 2015</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>19</th>\n",
|
||
" <td>Valley Bank</td>\n",
|
||
" <td>Moline</td>\n",
|
||
" <td>IL</td>\n",
|
||
" <td>10450</td>\n",
|
||
" <td>Great Southern Bank</td>\n",
|
||
" <td>June 20, 2014</td>\n",
|
||
" <td>June 26, 2015</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>20</th>\n",
|
||
" <td>Slavie Federal Savings Bank</td>\n",
|
||
" <td>Bel Air</td>\n",
|
||
" <td>MD</td>\n",
|
||
" <td>32368</td>\n",
|
||
" <td>Bay Bank, FSB</td>\n",
|
||
" <td>May 30, 2014</td>\n",
|
||
" <td>June 15, 2015</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>21</th>\n",
|
||
" <td>Columbia Savings Bank</td>\n",
|
||
" <td>Cincinnati</td>\n",
|
||
" <td>OH</td>\n",
|
||
" <td>32284</td>\n",
|
||
" <td>United Fidelity Bank, fsb</td>\n",
|
||
" <td>May 23, 2014</td>\n",
|
||
" <td>May 28, 2015</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>22</th>\n",
|
||
" <td>AztecAmerica Bank En Espanol</td>\n",
|
||
" <td>Berwyn</td>\n",
|
||
" <td>IL</td>\n",
|
||
" <td>57866</td>\n",
|
||
" <td>Republic Bank of Chicago</td>\n",
|
||
" <td>May 16, 2014</td>\n",
|
||
" <td>July 18, 2014</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>23</th>\n",
|
||
" <td>Allendale County Bank</td>\n",
|
||
" <td>Fairfax</td>\n",
|
||
" <td>SC</td>\n",
|
||
" <td>15062</td>\n",
|
||
" <td>Palmetto State Bank</td>\n",
|
||
" <td>April 25, 2014</td>\n",
|
||
" <td>July 18, 2014</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>24</th>\n",
|
||
" <td>Vantage Point Bank</td>\n",
|
||
" <td>Horsham</td>\n",
|
||
" <td>PA</td>\n",
|
||
" <td>58531</td>\n",
|
||
" <td>First Choice Bank</td>\n",
|
||
" <td>February 28, 2014</td>\n",
|
||
" <td>March 3, 2015</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>25</th>\n",
|
||
" <td>Millennium Bank, National Association</td>\n",
|
||
" <td>Sterling</td>\n",
|
||
" <td>VA</td>\n",
|
||
" <td>35096</td>\n",
|
||
" <td>WashingtonFirst Bank</td>\n",
|
||
" <td>February 28, 2014</td>\n",
|
||
" <td>March 03, 2015</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>26</th>\n",
|
||
" <td>Syringa Bank</td>\n",
|
||
" <td>Boise</td>\n",
|
||
" <td>ID</td>\n",
|
||
" <td>34296</td>\n",
|
||
" <td>Sunwest Bank</td>\n",
|
||
" <td>January 31, 2014</td>\n",
|
||
" <td>April 12, 2016</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>27</th>\n",
|
||
" <td>The Bank of Union</td>\n",
|
||
" <td>El Reno</td>\n",
|
||
" <td>OK</td>\n",
|
||
" <td>17967</td>\n",
|
||
" <td>BancFirst</td>\n",
|
||
" <td>January 24, 2014</td>\n",
|
||
" <td>March 25, 2016</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>28</th>\n",
|
||
" <td>DuPage National Bank</td>\n",
|
||
" <td>West Chicago</td>\n",
|
||
" <td>IL</td>\n",
|
||
" <td>5732</td>\n",
|
||
" <td>Republic Bank of Chicago</td>\n",
|
||
" <td>January 17, 2014</td>\n",
|
||
" <td>February 19, 2015</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>29</th>\n",
|
||
" <td>Texas Community Bank, National Association</td>\n",
|
||
" <td>The Woodlands</td>\n",
|
||
" <td>TX</td>\n",
|
||
" <td>57431</td>\n",
|
||
" <td>Spirit of Texas Bank, SSB</td>\n",
|
||
" <td>December 13, 2013</td>\n",
|
||
" <td>December 29, 2014</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>...</th>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>515</th>\n",
|
||
" <td>ANB Financial, NA</td>\n",
|
||
" <td>Bentonville</td>\n",
|
||
" <td>AR</td>\n",
|
||
" <td>33901</td>\n",
|
||
" <td>Pulaski Bank and Trust Company</td>\n",
|
||
" <td>May 9, 2008</td>\n",
|
||
" <td>August 28, 2012</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>516</th>\n",
|
||
" <td>Hume Bank</td>\n",
|
||
" <td>Hume</td>\n",
|
||
" <td>MO</td>\n",
|
||
" <td>1971</td>\n",
|
||
" <td>Security Bank</td>\n",
|
||
" <td>March 7, 2008</td>\n",
|
||
" <td>August 28, 2012</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>517</th>\n",
|
||
" <td>Douglass National Bank</td>\n",
|
||
" <td>Kansas City</td>\n",
|
||
" <td>MO</td>\n",
|
||
" <td>24660</td>\n",
|
||
" <td>Liberty Bank and Trust Company</td>\n",
|
||
" <td>January 25, 2008</td>\n",
|
||
" <td>October 26, 2012</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>518</th>\n",
|
||
" <td>Miami Valley Bank</td>\n",
|
||
" <td>Lakeview</td>\n",
|
||
" <td>OH</td>\n",
|
||
" <td>16848</td>\n",
|
||
" <td>The Citizens Banking Company</td>\n",
|
||
" <td>October 4, 2007</td>\n",
|
||
" <td>August 28, 2012</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>519</th>\n",
|
||
" <td>NetBank</td>\n",
|
||
" <td>Alpharetta</td>\n",
|
||
" <td>GA</td>\n",
|
||
" <td>32575</td>\n",
|
||
" <td>ING DIRECT</td>\n",
|
||
" <td>September 28, 2007</td>\n",
|
||
" <td>August 28, 2012</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>520</th>\n",
|
||
" <td>Metropolitan Savings Bank</td>\n",
|
||
" <td>Pittsburgh</td>\n",
|
||
" <td>PA</td>\n",
|
||
" <td>35353</td>\n",
|
||
" <td>Allegheny Valley Bank of Pittsburgh</td>\n",
|
||
" <td>February 2, 2007</td>\n",
|
||
" <td>October 27, 2010</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>521</th>\n",
|
||
" <td>Bank of Ephraim</td>\n",
|
||
" <td>Ephraim</td>\n",
|
||
" <td>UT</td>\n",
|
||
" <td>1249</td>\n",
|
||
" <td>Far West Bank</td>\n",
|
||
" <td>June 25, 2004</td>\n",
|
||
" <td>April 9, 2008</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>522</th>\n",
|
||
" <td>Reliance Bank</td>\n",
|
||
" <td>White Plains</td>\n",
|
||
" <td>NY</td>\n",
|
||
" <td>26778</td>\n",
|
||
" <td>Union State Bank</td>\n",
|
||
" <td>March 19, 2004</td>\n",
|
||
" <td>April 9, 2008</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>523</th>\n",
|
||
" <td>Guaranty National Bank of Tallahassee</td>\n",
|
||
" <td>Tallahassee</td>\n",
|
||
" <td>FL</td>\n",
|
||
" <td>26838</td>\n",
|
||
" <td>Hancock Bank of Florida</td>\n",
|
||
" <td>March 12, 2004</td>\n",
|
||
" <td>June 5, 2012</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>524</th>\n",
|
||
" <td>Dollar Savings Bank</td>\n",
|
||
" <td>Newark</td>\n",
|
||
" <td>NJ</td>\n",
|
||
" <td>31330</td>\n",
|
||
" <td>No Acquirer</td>\n",
|
||
" <td>February 14, 2004</td>\n",
|
||
" <td>April 9, 2008</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>525</th>\n",
|
||
" <td>Pulaski Savings Bank</td>\n",
|
||
" <td>Philadelphia</td>\n",
|
||
" <td>PA</td>\n",
|
||
" <td>27203</td>\n",
|
||
" <td>Earthstar Bank</td>\n",
|
||
" <td>November 14, 2003</td>\n",
|
||
" <td>July 22, 2005</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>526</th>\n",
|
||
" <td>First National Bank of Blanchardville</td>\n",
|
||
" <td>Blanchardville</td>\n",
|
||
" <td>WI</td>\n",
|
||
" <td>11639</td>\n",
|
||
" <td>The Park Bank</td>\n",
|
||
" <td>May 9, 2003</td>\n",
|
||
" <td>June 5, 2012</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>527</th>\n",
|
||
" <td>Southern Pacific Bank</td>\n",
|
||
" <td>Torrance</td>\n",
|
||
" <td>CA</td>\n",
|
||
" <td>27094</td>\n",
|
||
" <td>Beal Bank</td>\n",
|
||
" <td>February 7, 2003</td>\n",
|
||
" <td>October 20, 2008</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>528</th>\n",
|
||
" <td>Farmers Bank of Cheneyville</td>\n",
|
||
" <td>Cheneyville</td>\n",
|
||
" <td>LA</td>\n",
|
||
" <td>16445</td>\n",
|
||
" <td>Sabine State Bank & Trust</td>\n",
|
||
" <td>December 17, 2002</td>\n",
|
||
" <td>October 20, 2004</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>529</th>\n",
|
||
" <td>Bank of Alamo</td>\n",
|
||
" <td>Alamo</td>\n",
|
||
" <td>TN</td>\n",
|
||
" <td>9961</td>\n",
|
||
" <td>No Acquirer</td>\n",
|
||
" <td>November 8, 2002</td>\n",
|
||
" <td>March 18, 2005</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>530</th>\n",
|
||
" <td>AmTrade International BankEn Espanol</td>\n",
|
||
" <td>Atlanta</td>\n",
|
||
" <td>GA</td>\n",
|
||
" <td>33784</td>\n",
|
||
" <td>No Acquirer</td>\n",
|
||
" <td>September 30, 2002</td>\n",
|
||
" <td>September 11, 2006</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>531</th>\n",
|
||
" <td>Universal Federal Savings Bank</td>\n",
|
||
" <td>Chicago</td>\n",
|
||
" <td>IL</td>\n",
|
||
" <td>29355</td>\n",
|
||
" <td>Chicago Community Bank</td>\n",
|
||
" <td>June 27, 2002</td>\n",
|
||
" <td>April 9, 2008</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>532</th>\n",
|
||
" <td>Connecticut Bank of Commerce</td>\n",
|
||
" <td>Stamford</td>\n",
|
||
" <td>CT</td>\n",
|
||
" <td>19183</td>\n",
|
||
" <td>Hudson United Bank</td>\n",
|
||
" <td>June 26, 2002</td>\n",
|
||
" <td>February 14, 2012</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>533</th>\n",
|
||
" <td>New Century Bank</td>\n",
|
||
" <td>Shelby Township</td>\n",
|
||
" <td>MI</td>\n",
|
||
" <td>34979</td>\n",
|
||
" <td>No Acquirer</td>\n",
|
||
" <td>March 28, 2002</td>\n",
|
||
" <td>March 18, 2005</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>534</th>\n",
|
||
" <td>Net 1st National Bank</td>\n",
|
||
" <td>Boca Raton</td>\n",
|
||
" <td>FL</td>\n",
|
||
" <td>26652</td>\n",
|
||
" <td>Bank Leumi USA</td>\n",
|
||
" <td>March 1, 2002</td>\n",
|
||
" <td>April 9, 2008</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>535</th>\n",
|
||
" <td>NextBank, NA</td>\n",
|
||
" <td>Phoenix</td>\n",
|
||
" <td>AZ</td>\n",
|
||
" <td>22314</td>\n",
|
||
" <td>No Acquirer</td>\n",
|
||
" <td>February 7, 2002</td>\n",
|
||
" <td>February 5, 2015</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>536</th>\n",
|
||
" <td>Oakwood Deposit Bank Co.</td>\n",
|
||
" <td>Oakwood</td>\n",
|
||
" <td>OH</td>\n",
|
||
" <td>8966</td>\n",
|
||
" <td>The State Bank & Trust Company</td>\n",
|
||
" <td>February 1, 2002</td>\n",
|
||
" <td>October 25, 2012</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>537</th>\n",
|
||
" <td>Bank of Sierra Blanca</td>\n",
|
||
" <td>Sierra Blanca</td>\n",
|
||
" <td>TX</td>\n",
|
||
" <td>22002</td>\n",
|
||
" <td>The Security State Bank of Pecos</td>\n",
|
||
" <td>January 18, 2002</td>\n",
|
||
" <td>November 6, 2003</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>538</th>\n",
|
||
" <td>Hamilton Bank, NAEn Espanol</td>\n",
|
||
" <td>Miami</td>\n",
|
||
" <td>FL</td>\n",
|
||
" <td>24382</td>\n",
|
||
" <td>Israel Discount Bank of New York</td>\n",
|
||
" <td>January 11, 2002</td>\n",
|
||
" <td>September 21, 2015</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>539</th>\n",
|
||
" <td>Sinclair National Bank</td>\n",
|
||
" <td>Gravette</td>\n",
|
||
" <td>AR</td>\n",
|
||
" <td>34248</td>\n",
|
||
" <td>Delta Trust & Bank</td>\n",
|
||
" <td>September 7, 2001</td>\n",
|
||
" <td>February 10, 2004</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>540</th>\n",
|
||
" <td>Superior Bank, FSB</td>\n",
|
||
" <td>Hinsdale</td>\n",
|
||
" <td>IL</td>\n",
|
||
" <td>32646</td>\n",
|
||
" <td>Superior Federal, FSB</td>\n",
|
||
" <td>July 27, 2001</td>\n",
|
||
" <td>August 19, 2014</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>541</th>\n",
|
||
" <td>Malta National Bank</td>\n",
|
||
" <td>Malta</td>\n",
|
||
" <td>OH</td>\n",
|
||
" <td>6629</td>\n",
|
||
" <td>North Valley Bank</td>\n",
|
||
" <td>May 3, 2001</td>\n",
|
||
" <td>November 18, 2002</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>542</th>\n",
|
||
" <td>First Alliance Bank & Trust Co.</td>\n",
|
||
" <td>Manchester</td>\n",
|
||
" <td>NH</td>\n",
|
||
" <td>34264</td>\n",
|
||
" <td>Southern New Hampshire Bank & Trust</td>\n",
|
||
" <td>February 2, 2001</td>\n",
|
||
" <td>February 18, 2003</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>543</th>\n",
|
||
" <td>National State Bank of Metropolis</td>\n",
|
||
" <td>Metropolis</td>\n",
|
||
" <td>IL</td>\n",
|
||
" <td>3815</td>\n",
|
||
" <td>Banterra Bank of Marion</td>\n",
|
||
" <td>December 14, 2000</td>\n",
|
||
" <td>March 17, 2005</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>544</th>\n",
|
||
" <td>Bank of Honolulu</td>\n",
|
||
" <td>Honolulu</td>\n",
|
||
" <td>HI</td>\n",
|
||
" <td>21029</td>\n",
|
||
" <td>Bank of the Orient</td>\n",
|
||
" <td>October 13, 2000</td>\n",
|
||
" <td>March 17, 2005</td>\n",
|
||
" <td>none</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"<p>545 rows × 10 columns</p>\n",
|
||
"</div>"
|
||
],
|
||
"text/plain": [
|
||
" Bank Name City ST CERT \\\n",
|
||
"0 First CornerStone Bank King of Prussia PA 35312 \n",
|
||
"1 Trust Company Bank Memphis TN 9956 \n",
|
||
"2 North Milwaukee State Bank Milwaukee WI 20364 \n",
|
||
"3 Hometown National Bank Longview WA 35156 \n",
|
||
"4 The Bank of Georgia Peachtree City GA 35259 \n",
|
||
"5 Premier Bank Denver CO 34112 \n",
|
||
"6 Edgebrook Bank Chicago IL 57772 \n",
|
||
"7 Doral BankEn Espanol San Juan PR 32102 \n",
|
||
"8 Capitol City Bank & Trust Company Atlanta GA 33938 \n",
|
||
"9 Highland Community Bank Chicago IL 20290 \n",
|
||
"10 First National Bank of Crestview Crestview FL 17557 \n",
|
||
"11 Northern Star Bank Mankato MN 34983 \n",
|
||
"12 Frontier Bank, FSB D/B/A El Paseo Bank Palm Desert CA 34738 \n",
|
||
"13 The National Republic Bank of Chicago Chicago IL 916 \n",
|
||
"14 NBRS Financial Rising Sun MD 4862 \n",
|
||
"15 GreenChoice Bank, fsb Chicago IL 28462 \n",
|
||
"16 Eastside Commercial Bank Conyers GA 58125 \n",
|
||
"17 The Freedom State Bank Freedom OK 12483 \n",
|
||
"18 Valley Bank Fort Lauderdale FL 21793 \n",
|
||
"19 Valley Bank Moline IL 10450 \n",
|
||
"20 Slavie Federal Savings Bank Bel Air MD 32368 \n",
|
||
"21 Columbia Savings Bank Cincinnati OH 32284 \n",
|
||
"22 AztecAmerica Bank En Espanol Berwyn IL 57866 \n",
|
||
"23 Allendale County Bank Fairfax SC 15062 \n",
|
||
"24 Vantage Point Bank Horsham PA 58531 \n",
|
||
"25 Millennium Bank, National Association Sterling VA 35096 \n",
|
||
"26 Syringa Bank Boise ID 34296 \n",
|
||
"27 The Bank of Union El Reno OK 17967 \n",
|
||
"28 DuPage National Bank West Chicago IL 5732 \n",
|
||
"29 Texas Community Bank, National Association The Woodlands TX 57431 \n",
|
||
".. ... ... .. ... \n",
|
||
"515 ANB Financial, NA Bentonville AR 33901 \n",
|
||
"516 Hume Bank Hume MO 1971 \n",
|
||
"517 Douglass National Bank Kansas City MO 24660 \n",
|
||
"518 Miami Valley Bank Lakeview OH 16848 \n",
|
||
"519 NetBank Alpharetta GA 32575 \n",
|
||
"520 Metropolitan Savings Bank Pittsburgh PA 35353 \n",
|
||
"521 Bank of Ephraim Ephraim UT 1249 \n",
|
||
"522 Reliance Bank White Plains NY 26778 \n",
|
||
"523 Guaranty National Bank of Tallahassee Tallahassee FL 26838 \n",
|
||
"524 Dollar Savings Bank Newark NJ 31330 \n",
|
||
"525 Pulaski Savings Bank Philadelphia PA 27203 \n",
|
||
"526 First National Bank of Blanchardville Blanchardville WI 11639 \n",
|
||
"527 Southern Pacific Bank Torrance CA 27094 \n",
|
||
"528 Farmers Bank of Cheneyville Cheneyville LA 16445 \n",
|
||
"529 Bank of Alamo Alamo TN 9961 \n",
|
||
"530 AmTrade International BankEn Espanol Atlanta GA 33784 \n",
|
||
"531 Universal Federal Savings Bank Chicago IL 29355 \n",
|
||
"532 Connecticut Bank of Commerce Stamford CT 19183 \n",
|
||
"533 New Century Bank Shelby Township MI 34979 \n",
|
||
"534 Net 1st National Bank Boca Raton FL 26652 \n",
|
||
"535 NextBank, NA Phoenix AZ 22314 \n",
|
||
"536 Oakwood Deposit Bank Co. Oakwood OH 8966 \n",
|
||
"537 Bank of Sierra Blanca Sierra Blanca TX 22002 \n",
|
||
"538 Hamilton Bank, NAEn Espanol Miami FL 24382 \n",
|
||
"539 Sinclair National Bank Gravette AR 34248 \n",
|
||
"540 Superior Bank, FSB Hinsdale IL 32646 \n",
|
||
"541 Malta National Bank Malta OH 6629 \n",
|
||
"542 First Alliance Bank & Trust Co. Manchester NH 34264 \n",
|
||
"543 National State Bank of Metropolis Metropolis IL 3815 \n",
|
||
"544 Bank of Honolulu Honolulu HI 21029 \n",
|
||
"\n",
|
||
" Acquiring Institution Closing Date \\\n",
|
||
"0 First-Citizens Bank & Trust Company May 6, 2016 \n",
|
||
"1 The Bank of Fayette County April 29, 2016 \n",
|
||
"2 First-Citizens Bank & Trust Company March 11, 2016 \n",
|
||
"3 Twin City Bank October 2, 2015 \n",
|
||
"4 Fidelity Bank October 2, 2015 \n",
|
||
"5 United Fidelity Bank, fsb July 10, 2015 \n",
|
||
"6 Republic Bank of Chicago May 8, 2015 \n",
|
||
"7 Banco Popular de Puerto Rico February 27, 2015 \n",
|
||
"8 First-Citizens Bank & Trust Company February 13, 2015 \n",
|
||
"9 United Fidelity Bank, fsb January 23, 2015 \n",
|
||
"10 First NBC Bank January 16, 2015 \n",
|
||
"11 BankVista December 19, 2014 \n",
|
||
"12 Bank of Southern California, N.A. November 7, 2014 \n",
|
||
"13 State Bank of Texas October 24, 2014 \n",
|
||
"14 Howard Bank October 17, 2014 \n",
|
||
"15 Providence Bank, LLC July 25, 2014 \n",
|
||
"16 Community & Southern Bank July 18, 2014 \n",
|
||
"17 Alva State Bank & Trust Company June 27, 2014 \n",
|
||
"18 Landmark Bank, National Association June 20, 2014 \n",
|
||
"19 Great Southern Bank June 20, 2014 \n",
|
||
"20 Bay Bank, FSB May 30, 2014 \n",
|
||
"21 United Fidelity Bank, fsb May 23, 2014 \n",
|
||
"22 Republic Bank of Chicago May 16, 2014 \n",
|
||
"23 Palmetto State Bank April 25, 2014 \n",
|
||
"24 First Choice Bank February 28, 2014 \n",
|
||
"25 WashingtonFirst Bank February 28, 2014 \n",
|
||
"26 Sunwest Bank January 31, 2014 \n",
|
||
"27 BancFirst January 24, 2014 \n",
|
||
"28 Republic Bank of Chicago January 17, 2014 \n",
|
||
"29 Spirit of Texas Bank, SSB December 13, 2013 \n",
|
||
".. ... ... \n",
|
||
"515 Pulaski Bank and Trust Company May 9, 2008 \n",
|
||
"516 Security Bank March 7, 2008 \n",
|
||
"517 Liberty Bank and Trust Company January 25, 2008 \n",
|
||
"518 The Citizens Banking Company October 4, 2007 \n",
|
||
"519 ING DIRECT September 28, 2007 \n",
|
||
"520 Allegheny Valley Bank of Pittsburgh February 2, 2007 \n",
|
||
"521 Far West Bank June 25, 2004 \n",
|
||
"522 Union State Bank March 19, 2004 \n",
|
||
"523 Hancock Bank of Florida March 12, 2004 \n",
|
||
"524 No Acquirer February 14, 2004 \n",
|
||
"525 Earthstar Bank November 14, 2003 \n",
|
||
"526 The Park Bank May 9, 2003 \n",
|
||
"527 Beal Bank February 7, 2003 \n",
|
||
"528 Sabine State Bank & Trust December 17, 2002 \n",
|
||
"529 No Acquirer November 8, 2002 \n",
|
||
"530 No Acquirer September 30, 2002 \n",
|
||
"531 Chicago Community Bank June 27, 2002 \n",
|
||
"532 Hudson United Bank June 26, 2002 \n",
|
||
"533 No Acquirer March 28, 2002 \n",
|
||
"534 Bank Leumi USA March 1, 2002 \n",
|
||
"535 No Acquirer February 7, 2002 \n",
|
||
"536 The State Bank & Trust Company February 1, 2002 \n",
|
||
"537 The Security State Bank of Pecos January 18, 2002 \n",
|
||
"538 Israel Discount Bank of New York January 11, 2002 \n",
|
||
"539 Delta Trust & Bank September 7, 2001 \n",
|
||
"540 Superior Federal, FSB July 27, 2001 \n",
|
||
"541 North Valley Bank May 3, 2001 \n",
|
||
"542 Southern New Hampshire Bank & Trust February 2, 2001 \n",
|
||
"543 Banterra Bank of Marion December 14, 2000 \n",
|
||
"544 Bank of the Orient October 13, 2000 \n",
|
||
"\n",
|
||
" Updated Date Loss Share Type Agreement Terminated Termination Date \n",
|
||
"0 July 12, 2016 none NaN NaN \n",
|
||
"1 August 4, 2016 none NaN NaN \n",
|
||
"2 June 16, 2016 none NaN NaN \n",
|
||
"3 April 13, 2016 none NaN NaN \n",
|
||
"4 April 13, 2016 none NaN NaN \n",
|
||
"5 July 12, 2016 none NaN NaN \n",
|
||
"6 July 12, 2016 none NaN NaN \n",
|
||
"7 May 13, 2015 none NaN NaN \n",
|
||
"8 April 21, 2015 none NaN NaN \n",
|
||
"9 April 21, 2015 none NaN NaN \n",
|
||
"10 January 15, 2016 none NaN NaN \n",
|
||
"11 January 6, 2016 none NaN NaN \n",
|
||
"12 January 6, 2016 none NaN NaN \n",
|
||
"13 January 6, 2016 none NaN NaN \n",
|
||
"14 March 26, 2015 none NaN NaN \n",
|
||
"15 July 28, 2015 none NaN NaN \n",
|
||
"16 July 11, 2016 none NaN NaN \n",
|
||
"17 March 25, 2016 none NaN NaN \n",
|
||
"18 June 29, 2015 none NaN NaN \n",
|
||
"19 June 26, 2015 none NaN NaN \n",
|
||
"20 June 15, 2015 none NaN NaN \n",
|
||
"21 May 28, 2015 none NaN NaN \n",
|
||
"22 July 18, 2014 none NaN NaN \n",
|
||
"23 July 18, 2014 none NaN NaN \n",
|
||
"24 March 3, 2015 none NaN NaN \n",
|
||
"25 March 03, 2015 none NaN NaN \n",
|
||
"26 April 12, 2016 none NaN NaN \n",
|
||
"27 March 25, 2016 none NaN NaN \n",
|
||
"28 February 19, 2015 none NaN NaN \n",
|
||
"29 December 29, 2014 none NaN NaN \n",
|
||
".. ... ... ... ... \n",
|
||
"515 August 28, 2012 none NaN NaN \n",
|
||
"516 August 28, 2012 none NaN NaN \n",
|
||
"517 October 26, 2012 none NaN NaN \n",
|
||
"518 August 28, 2012 none NaN NaN \n",
|
||
"519 August 28, 2012 none NaN NaN \n",
|
||
"520 October 27, 2010 none NaN NaN \n",
|
||
"521 April 9, 2008 none NaN NaN \n",
|
||
"522 April 9, 2008 none NaN NaN \n",
|
||
"523 June 5, 2012 none NaN NaN \n",
|
||
"524 April 9, 2008 none NaN NaN \n",
|
||
"525 July 22, 2005 none NaN NaN \n",
|
||
"526 June 5, 2012 none NaN NaN \n",
|
||
"527 October 20, 2008 none NaN NaN \n",
|
||
"528 October 20, 2004 none NaN NaN \n",
|
||
"529 March 18, 2005 none NaN NaN \n",
|
||
"530 September 11, 2006 none NaN NaN \n",
|
||
"531 April 9, 2008 none NaN NaN \n",
|
||
"532 February 14, 2012 none NaN NaN \n",
|
||
"533 March 18, 2005 none NaN NaN \n",
|
||
"534 April 9, 2008 none NaN NaN \n",
|
||
"535 February 5, 2015 none NaN NaN \n",
|
||
"536 October 25, 2012 none NaN NaN \n",
|
||
"537 November 6, 2003 none NaN NaN \n",
|
||
"538 September 21, 2015 none NaN NaN \n",
|
||
"539 February 10, 2004 none NaN NaN \n",
|
||
"540 August 19, 2014 none NaN NaN \n",
|
||
"541 November 18, 2002 none NaN NaN \n",
|
||
"542 February 18, 2003 none NaN NaN \n",
|
||
"543 March 17, 2005 none NaN NaN \n",
|
||
"544 March 17, 2005 none NaN NaN \n",
|
||
"\n",
|
||
"[545 rows x 10 columns]"
|
||
]
|
||
},
|
||
"execution_count": 7,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"df[0]"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {
|
||
"collapsed": true
|
||
},
|
||
"source": [
|
||
"____"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"# Great Job!"
|
||
]
|
||
}
|
||
],
|
||
"metadata": {
|
||
"kernelspec": {
|
||
"display_name": "Python 3",
|
||
"language": "python",
|
||
"name": "python3"
|
||
},
|
||
"language_info": {
|
||
"codemirror_mode": {
|
||
"name": "ipython",
|
||
"version": 3
|
||
},
|
||
"file_extension": ".py",
|
||
"mimetype": "text/x-python",
|
||
"name": "python",
|
||
"nbconvert_exporter": "python",
|
||
"pygments_lexer": "ipython3",
|
||
"version": "3.6.1"
|
||
}
|
||
},
|
||
"nbformat": 4,
|
||
"nbformat_minor": 1
|
||
}
|