mirror of
https://github.com/jsvine/pdfplumber.git
synced 2026-08-29 16:40:24 +08:00
811 lines
317 KiB
Plaintext
811 lines
317 KiB
Plaintext
{
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"cells": [
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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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"# Demonstration of `pdfplumber`'s `extract_table` method.\n",
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"\n",
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"This notebook uses `pdfplumber` to extract data from an [California Worker Adjustment and Retraining Notification (WARN) report](../pdfs/ca-warn-report.pdf)."
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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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"### Import `pdfplumber`"
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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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"execution": {
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"iopub.execute_input": "2022-05-31T19:47:48.599909Z",
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"iopub.status.busy": "2022-05-31T19:47:48.599452Z",
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"iopub.status.idle": "2022-05-31T19:47:48.662136Z",
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"shell.execute_reply": "2022-05-31T19:47:48.661436Z"
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}
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"0.7.1\n"
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]
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}
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],
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"source": [
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"import pdfplumber\n",
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"print(pdfplumber.__version__)"
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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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"### Load the PDF"
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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": 2,
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"metadata": {
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"execution": {
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"iopub.execute_input": "2022-05-31T19:47:48.666030Z",
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"iopub.status.busy": "2022-05-31T19:47:48.665494Z",
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"iopub.status.idle": "2022-05-31T19:47:48.715683Z",
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"shell.execute_reply": "2022-05-31T19:47:48.714472Z"
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}
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},
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"outputs": [],
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"source": [
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"pdf = pdfplumber.open(\"../pdfs/ca-warn-report.pdf\")"
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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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"### Get the first page"
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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": 3,
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"metadata": {
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"execution": {
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"iopub.execute_input": "2022-05-31T19:47:48.720259Z",
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"iopub.status.busy": "2022-05-31T19:47:48.719671Z",
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"iopub.status.idle": "2022-05-31T19:47:48.746788Z",
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"shell.execute_reply": "2022-05-31T19:47:48.745276Z"
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}
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},
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"outputs": [],
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"source": [
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"p0 = pdf.pages[0]"
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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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"### Display the first page"
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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": 4,
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"metadata": {
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"execution": {
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"iopub.execute_input": "2022-05-31T19:47:48.751020Z",
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"iopub.status.busy": "2022-05-31T19:47:48.750552Z",
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"iopub.status.idle": "2022-05-31T19:47:49.328447Z",
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"shell.execute_reply": "2022-05-31T19:47:49.327451Z"
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}
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},
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"outputs": [
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{
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"data": {
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"image/png": 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\n",
|
|
"text/plain": [
|
|
"<pdfplumber.display.PageImage at 0x112b41610>"
|
|
]
|
|
},
|
|
"execution_count": 4,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"im = p0.to_image()\n",
|
|
"im"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Use `.extract_table` to get the data from the largest table on the page"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 5,
|
|
"metadata": {
|
|
"execution": {
|
|
"iopub.execute_input": "2022-05-31T19:47:49.332476Z",
|
|
"iopub.status.busy": "2022-05-31T19:47:49.332141Z",
|
|
"iopub.status.idle": "2022-05-31T19:47:49.818826Z",
|
|
"shell.execute_reply": "2022-05-31T19:47:49.817658Z"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"table = p0.extract_table()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"`.extract_table` returns a list of lists, with each inner list representing a row in the table. Here are the first three rows:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 6,
|
|
"metadata": {
|
|
"execution": {
|
|
"iopub.execute_input": "2022-05-31T19:47:49.823177Z",
|
|
"iopub.status.busy": "2022-05-31T19:47:49.822838Z",
|
|
"iopub.status.idle": "2022-05-31T19:47:49.828917Z",
|
|
"shell.execute_reply": "2022-05-31T19:47:49.828255Z"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"[['Notice Date',\n",
|
|
" 'Effective',\n",
|
|
" 'Received',\n",
|
|
" 'Company',\n",
|
|
" 'City',\n",
|
|
" 'No. Of',\n",
|
|
" 'Layoff/Closure'],\n",
|
|
" ['06/22/2015',\n",
|
|
" '0 3 / 2 5 / 2 0 16',\n",
|
|
" '0 7 / 0 1 / 2 0 15',\n",
|
|
" 'Maxim Integrated Product',\n",
|
|
" 'San Jose',\n",
|
|
" '150',\n",
|
|
" 'Closure Permanent'],\n",
|
|
" ['06/30/2015',\n",
|
|
" '0 8 / 2 9 / 2 0 15',\n",
|
|
" '0 7 / 0 1 / 2 0 15',\n",
|
|
" 'McGraw-Hill Education',\n",
|
|
" 'Monterey',\n",
|
|
" '137',\n",
|
|
" 'Layoff Unknown at this time']]"
|
|
]
|
|
},
|
|
"execution_count": 6,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"table[:3]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Basic cleanup\n",
|
|
"\n",
|
|
"We can use `pandas` to render the list as a DataFrame, and to remove the extra spaces within some of the dates."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 7,
|
|
"metadata": {
|
|
"execution": {
|
|
"iopub.execute_input": "2022-05-31T19:47:49.834885Z",
|
|
"iopub.status.busy": "2022-05-31T19:47:49.834289Z",
|
|
"iopub.status.idle": "2022-05-31T19:47:51.255314Z",
|
|
"shell.execute_reply": "2022-05-31T19:47:51.253952Z"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"import pandas as pd"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 8,
|
|
"metadata": {
|
|
"execution": {
|
|
"iopub.execute_input": "2022-05-31T19:47:51.260404Z",
|
|
"iopub.status.busy": "2022-05-31T19:47:51.259774Z",
|
|
"iopub.status.idle": "2022-05-31T19:47:51.266527Z",
|
|
"shell.execute_reply": "2022-05-31T19:47:51.265789Z"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"df = pd.DataFrame(table[1:], columns=table[0])\n",
|
|
"for column in [\"Effective\", \"Received\"]:\n",
|
|
" df[column] = df[column].str.replace(\" \", \"\")"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 9,
|
|
"metadata": {
|
|
"execution": {
|
|
"iopub.execute_input": "2022-05-31T19:47:51.270441Z",
|
|
"iopub.status.busy": "2022-05-31T19:47:51.270102Z",
|
|
"iopub.status.idle": "2022-05-31T19:47:51.286836Z",
|
|
"shell.execute_reply": "2022-05-31T19:47:51.286068Z"
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}
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},
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"outputs": [
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{
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"data": {
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"text/html": [
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"<style scoped>\n",
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"</style>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
|
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" <thead>\n",
|
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" <tr style=\"text-align: right;\">\n",
|
|
" <th></th>\n",
|
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" <th>Notice Date</th>\n",
|
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" <th>Effective</th>\n",
|
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" <th>Received</th>\n",
|
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" <th>Company</th>\n",
|
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" <th>City</th>\n",
|
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" <th>No. Of</th>\n",
|
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" <th>Layoff/Closure</th>\n",
|
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" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>0</th>\n",
|
|
" <td>06/22/2015</td>\n",
|
|
" <td>03/25/2016</td>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>Maxim Integrated Product</td>\n",
|
|
" <td>San Jose</td>\n",
|
|
" <td>150</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1</th>\n",
|
|
" <td>06/30/2015</td>\n",
|
|
" <td>08/29/2015</td>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>McGraw-Hill Education</td>\n",
|
|
" <td>Monterey</td>\n",
|
|
" <td>137</td>\n",
|
|
" <td>Layoff Unknown at this time</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2</th>\n",
|
|
" <td>06/30/2015</td>\n",
|
|
" <td>08/30/2015</td>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>Long Beach Memorial Medical Center</td>\n",
|
|
" <td>Long Beach</td>\n",
|
|
" <td>90</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3</th>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>09/02/2015</td>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>Leidos</td>\n",
|
|
" <td>El Segundo</td>\n",
|
|
" <td>72</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>4</th>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>09/30/2016</td>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>Bosch Healthcare Systems, Inc.</td>\n",
|
|
" <td>Palo Alto</td>\n",
|
|
" <td>55</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>5</th>\n",
|
|
" <td>06/29/2015</td>\n",
|
|
" <td>09/01/2015</td>\n",
|
|
" <td>07/02/2015</td>\n",
|
|
" <td>Encompass Digital Media, Inc.</td>\n",
|
|
" <td>Los Angeles</td>\n",
|
|
" <td>41</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>6</th>\n",
|
|
" <td>07/02/2015</td>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>07/02/2015</td>\n",
|
|
" <td>Alphatec Spine</td>\n",
|
|
" <td>Carlsbad</td>\n",
|
|
" <td>99</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>7</th>\n",
|
|
" <td>06/30/2015</td>\n",
|
|
" <td>08/07/2015</td>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>Symantec Corporation</td>\n",
|
|
" <td>Mountain View</td>\n",
|
|
" <td>60</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>8</th>\n",
|
|
" <td>06/30/2015</td>\n",
|
|
" <td>08/31/2015</td>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>Fusion Contacts Centers, LLC</td>\n",
|
|
" <td>Santa Maria</td>\n",
|
|
" <td>50</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>9</th>\n",
|
|
" <td>06/30/2015</td>\n",
|
|
" <td>09/15/2015</td>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>KLA-Tencor Corporation</td>\n",
|
|
" <td>Milpitas</td>\n",
|
|
" <td>213</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>10</th>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>09/04/2015</td>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>Southern California Edison Company</td>\n",
|
|
" <td>San Clemente</td>\n",
|
|
" <td>100</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>11</th>\n",
|
|
" <td>07/02/2015</td>\n",
|
|
" <td>09/01/2015</td>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>State Fish Company, Inc.</td>\n",
|
|
" <td>Wilmington</td>\n",
|
|
" <td>76</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>12</th>\n",
|
|
" <td>07/02/2015</td>\n",
|
|
" <td>09/04/2015</td>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>Boeing Company</td>\n",
|
|
" <td>Long Beach</td>\n",
|
|
" <td>56</td>\n",
|
|
" <td>Layoff Unknown at this time</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>13</th>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>09/04/2015</td>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>Bridgepoint Education, Inc.</td>\n",
|
|
" <td>San Diego</td>\n",
|
|
" <td>7</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>14</th>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>09/04/2015</td>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>Bridgepoint Education, Inc.</td>\n",
|
|
" <td>San Diego</td>\n",
|
|
" <td>15</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>15</th>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>06/29/2015</td>\n",
|
|
" <td>07/07/2015</td>\n",
|
|
" <td>BAE Systems</td>\n",
|
|
" <td>San Francisco</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>Layoff Temporary</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>16</th>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>06/29/2015</td>\n",
|
|
" <td>07/07/2015</td>\n",
|
|
" <td>BAE Systems</td>\n",
|
|
" <td>San Francisco</td>\n",
|
|
" <td>78</td>\n",
|
|
" <td>Layoff Temporary</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>17</th>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>09/07/2015</td>\n",
|
|
" <td>07/07/2015</td>\n",
|
|
" <td>Bay Bread LLC dba Bakery Los Angeles</td>\n",
|
|
" <td>San Fernando</td>\n",
|
|
" <td>50</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>18</th>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>09/25/2015</td>\n",
|
|
" <td>07/07/2015</td>\n",
|
|
" <td>Bay Bread LLC dba New French Bakery</td>\n",
|
|
" <td>South San</td>\n",
|
|
" <td>121</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>19</th>\n",
|
|
" <td>07/02/2015</td>\n",
|
|
" <td>06/12/2015</td>\n",
|
|
" <td>07/07/2015</td>\n",
|
|
" <td>Hewlett-Packard Company</td>\n",
|
|
" <td>Palo Alto</td>\n",
|
|
" <td>65</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>20</th>\n",
|
|
" <td>07/08/2015</td>\n",
|
|
" <td>09/06/2015</td>\n",
|
|
" <td>07/08/2015</td>\n",
|
|
" <td>Microsoft Corporation</td>\n",
|
|
" <td>San Diego</td>\n",
|
|
" <td>129</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>21</th>\n",
|
|
" <td>06/25/2015</td>\n",
|
|
" <td>10/09/2015</td>\n",
|
|
" <td>07/10/2015</td>\n",
|
|
" <td>Aramark Healthcare Support Services,</td>\n",
|
|
" <td>Culver City</td>\n",
|
|
" <td>53</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>22</th>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>09/10/2015</td>\n",
|
|
" <td>07/10/2015</td>\n",
|
|
" <td>Maxim Integrated Product</td>\n",
|
|
" <td>San Jose</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>23</th>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>09/04/2015</td>\n",
|
|
" <td>07/10/2015</td>\n",
|
|
" <td>ProCourier, Inc.</td>\n",
|
|
" <td>San Diego</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>Layoff Unknown at this time</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>24</th>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>09/04/2015</td>\n",
|
|
" <td>07/10/2015</td>\n",
|
|
" <td>ProCourier, Inc.</td>\n",
|
|
" <td>Los Angeles</td>\n",
|
|
" <td>71</td>\n",
|
|
" <td>Layoff Unknown at this time</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>25</th>\n",
|
|
" <td>07/07/2015</td>\n",
|
|
" <td>09/04/2015</td>\n",
|
|
" <td>07/10/2015</td>\n",
|
|
" <td>ProCourier, Inc.</td>\n",
|
|
" <td>Irvine</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>Layoff Unknown at this time</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>26</th>\n",
|
|
" <td>07/09/2015</td>\n",
|
|
" <td>07/22/2015</td>\n",
|
|
" <td>07/10/2015</td>\n",
|
|
" <td>Berkeley Pyramid Alehouse</td>\n",
|
|
" <td>Berkeley</td>\n",
|
|
" <td>63</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>27</th>\n",
|
|
" <td>07/09/2015</td>\n",
|
|
" <td>09/14/2015</td>\n",
|
|
" <td>07/10/2015</td>\n",
|
|
" <td>Fireman's Fund Insurance Company</td>\n",
|
|
" <td>Novato</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>28</th>\n",
|
|
" <td>06/30/2015</td>\n",
|
|
" <td>08/31/2015</td>\n",
|
|
" <td>07/13/2015</td>\n",
|
|
" <td>First Transit</td>\n",
|
|
" <td>San Bernardino</td>\n",
|
|
" <td>127</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>29</th>\n",
|
|
" <td>06/30/2015</td>\n",
|
|
" <td>08/31/2015</td>\n",
|
|
" <td>07/13/2015</td>\n",
|
|
" <td>First Transit</td>\n",
|
|
" <td>Rancho</td>\n",
|
|
" <td>71</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>30</th>\n",
|
|
" <td>07/10/2015</td>\n",
|
|
" <td>07/14/2015</td>\n",
|
|
" <td>07/13/2015</td>\n",
|
|
" <td>11 Main LLC</td>\n",
|
|
" <td>San Mateo</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>31</th>\n",
|
|
" <td>07/10/2015</td>\n",
|
|
" <td>07/14/2015</td>\n",
|
|
" <td>07/13/2015</td>\n",
|
|
" <td>11 Main LLC</td>\n",
|
|
" <td>Chico</td>\n",
|
|
" <td>44</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>32</th>\n",
|
|
" <td>07/15/2015</td>\n",
|
|
" <td>07/15/2015</td>\n",
|
|
" <td>07/15/2015</td>\n",
|
|
" <td>TaylorMade Golf Company</td>\n",
|
|
" <td>Carlsbad</td>\n",
|
|
" <td>64</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>33</th>\n",
|
|
" <td>07/08/2015</td>\n",
|
|
" <td>09/06/2015</td>\n",
|
|
" <td>07/16/2015</td>\n",
|
|
" <td>Southern California Edison Company</td>\n",
|
|
" <td>Rosemead</td>\n",
|
|
" <td>38</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>34</th>\n",
|
|
" <td>07/14/2015</td>\n",
|
|
" <td>09/18/2015</td>\n",
|
|
" <td>07/20/2015</td>\n",
|
|
" <td>Actavis, Inc.</td>\n",
|
|
" <td>Corona</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>35</th>\n",
|
|
" <td>07/17/2015</td>\n",
|
|
" <td>07/13/2015</td>\n",
|
|
" <td>07/21/2015</td>\n",
|
|
" <td>American Management Services LLC</td>\n",
|
|
" <td>Monterey</td>\n",
|
|
" <td>56</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" Notice Date Effective Received Company \\\n",
|
|
"0 06/22/2015 03/25/2016 07/01/2015 Maxim Integrated Product \n",
|
|
"1 06/30/2015 08/29/2015 07/01/2015 McGraw-Hill Education \n",
|
|
"2 06/30/2015 08/30/2015 07/01/2015 Long Beach Memorial Medical Center \n",
|
|
"3 07/01/2015 09/02/2015 07/01/2015 Leidos \n",
|
|
"4 07/01/2015 09/30/2016 07/01/2015 Bosch Healthcare Systems, Inc. \n",
|
|
"5 06/29/2015 09/01/2015 07/02/2015 Encompass Digital Media, Inc. \n",
|
|
"6 07/02/2015 07/06/2015 07/02/2015 Alphatec Spine \n",
|
|
"7 06/30/2015 08/07/2015 07/06/2015 Symantec Corporation \n",
|
|
"8 06/30/2015 08/31/2015 07/06/2015 Fusion Contacts Centers, LLC \n",
|
|
"9 06/30/2015 09/15/2015 07/06/2015 KLA-Tencor Corporation \n",
|
|
"10 07/01/2015 09/04/2015 07/06/2015 Southern California Edison Company \n",
|
|
"11 07/02/2015 09/01/2015 07/06/2015 State Fish Company, Inc. \n",
|
|
"12 07/02/2015 09/04/2015 07/06/2015 Boeing Company \n",
|
|
"13 07/06/2015 09/04/2015 07/06/2015 Bridgepoint Education, Inc. \n",
|
|
"14 07/06/2015 09/04/2015 07/06/2015 Bridgepoint Education, Inc. \n",
|
|
"15 07/01/2015 06/29/2015 07/07/2015 BAE Systems \n",
|
|
"16 07/01/2015 06/29/2015 07/07/2015 BAE Systems \n",
|
|
"17 07/01/2015 09/07/2015 07/07/2015 Bay Bread LLC dba Bakery Los Angeles \n",
|
|
"18 07/01/2015 09/25/2015 07/07/2015 Bay Bread LLC dba New French Bakery \n",
|
|
"19 07/02/2015 06/12/2015 07/07/2015 Hewlett-Packard Company \n",
|
|
"20 07/08/2015 09/06/2015 07/08/2015 Microsoft Corporation \n",
|
|
"21 06/25/2015 10/09/2015 07/10/2015 Aramark Healthcare Support Services, \n",
|
|
"22 07/01/2015 09/10/2015 07/10/2015 Maxim Integrated Product \n",
|
|
"23 07/06/2015 09/04/2015 07/10/2015 ProCourier, Inc. \n",
|
|
"24 07/06/2015 09/04/2015 07/10/2015 ProCourier, Inc. \n",
|
|
"25 07/07/2015 09/04/2015 07/10/2015 ProCourier, Inc. \n",
|
|
"26 07/09/2015 07/22/2015 07/10/2015 Berkeley Pyramid Alehouse \n",
|
|
"27 07/09/2015 09/14/2015 07/10/2015 Fireman's Fund Insurance Company \n",
|
|
"28 06/30/2015 08/31/2015 07/13/2015 First Transit \n",
|
|
"29 06/30/2015 08/31/2015 07/13/2015 First Transit \n",
|
|
"30 07/10/2015 07/14/2015 07/13/2015 11 Main LLC \n",
|
|
"31 07/10/2015 07/14/2015 07/13/2015 11 Main LLC \n",
|
|
"32 07/15/2015 07/15/2015 07/15/2015 TaylorMade Golf Company \n",
|
|
"33 07/08/2015 09/06/2015 07/16/2015 Southern California Edison Company \n",
|
|
"34 07/14/2015 09/18/2015 07/20/2015 Actavis, Inc. \n",
|
|
"35 07/17/2015 07/13/2015 07/21/2015 American Management Services LLC \n",
|
|
"\n",
|
|
" City No. Of Layoff/Closure \n",
|
|
"0 San Jose 150 Closure Permanent \n",
|
|
"1 Monterey 137 Layoff Unknown at this time \n",
|
|
"2 Long Beach 90 Layoff Permanent \n",
|
|
"3 El Segundo 72 Layoff Permanent \n",
|
|
"4 Palo Alto 55 Closure Permanent \n",
|
|
"5 Los Angeles 41 Closure Permanent \n",
|
|
"6 Carlsbad 99 Layoff Permanent \n",
|
|
"7 Mountain View 60 Layoff Permanent \n",
|
|
"8 Santa Maria 50 Closure Permanent \n",
|
|
"9 Milpitas 213 Layoff Permanent \n",
|
|
"10 San Clemente 100 Closure Permanent \n",
|
|
"11 Wilmington 76 Closure Permanent \n",
|
|
"12 Long Beach 56 Layoff Unknown at this time \n",
|
|
"13 San Diego 7 Layoff Permanent \n",
|
|
"14 San Diego 15 Layoff Permanent \n",
|
|
"15 San Francisco 4 Layoff Temporary \n",
|
|
"16 San Francisco 78 Layoff Temporary \n",
|
|
"17 San Fernando 50 Closure Permanent \n",
|
|
"18 South San 121 Closure Permanent \n",
|
|
"19 Palo Alto 65 Layoff Permanent \n",
|
|
"20 San Diego 129 Layoff Permanent \n",
|
|
"21 Culver City 53 Closure Permanent \n",
|
|
"22 San Jose 20 Layoff Permanent \n",
|
|
"23 San Diego 22 Layoff Unknown at this time \n",
|
|
"24 Los Angeles 71 Layoff Unknown at this time \n",
|
|
"25 Irvine 22 Layoff Unknown at this time \n",
|
|
"26 Berkeley 63 Closure Permanent \n",
|
|
"27 Novato 35 Layoff Permanent \n",
|
|
"28 San Bernardino 127 Layoff Permanent \n",
|
|
"29 Rancho 71 Layoff Permanent \n",
|
|
"30 San Mateo 35 Closure Permanent \n",
|
|
"31 Chico 44 Layoff Permanent \n",
|
|
"32 Carlsbad 64 Layoff Permanent \n",
|
|
"33 Rosemead 38 Layoff Permanent \n",
|
|
"34 Corona 45 Layoff Permanent \n",
|
|
"35 Monterey 56 Closure Permanent "
|
|
]
|
|
},
|
|
"execution_count": 9,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"df"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## How did it work?\n",
|
|
"\n",
|
|
"We can use `pdfplumber`'s visual debugging to show how the table was extracted. The red lines represent the lines `pdfplumber` found on the page; the blue circles represent the intersections of those lines, and the light-blue shading indicates the cells derived from those intersections."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 10,
|
|
"metadata": {
|
|
"execution": {
|
|
"iopub.execute_input": "2022-05-31T19:47:51.290636Z",
|
|
"iopub.status.busy": "2022-05-31T19:47:51.290046Z",
|
|
"iopub.status.idle": "2022-05-31T19:47:51.393450Z",
|
|
"shell.execute_reply": "2022-05-31T19:47:51.392746Z"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<pdfplumber.display.PageImage at 0x112b41610>"
|
|
]
|
|
},
|
|
"execution_count": 10,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"im.debug_tablefinder()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"---\n",
|
|
"\n",
|
|
"---\n",
|
|
"\n",
|
|
"---"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3 (ipykernel)",
|
|
"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": "3.9.1"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 4
|
|
}
|