mirror of
https://github.com/jsvine/pdfplumber.git
synced 2026-08-29 16:40:24 +08:00
3e0f9d782e
(`san-jose-pd-firearm-report.ipynb` needed a one-param fix, after not having been updated in a few versions.)
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": "2022-07-18T14:47:49.044463Z",
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"iopub.status.busy": "2022-07-18T14:47:49.043937Z",
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"iopub.status.idle": "2022-07-18T14:47:49.090608Z",
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"shell.execute_reply": "2022-07-18T14:47:49.090181Z"
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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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"0.9.0\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": "2022-07-18T14:47:49.093045Z",
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"iopub.status.busy": "2022-07-18T14:47:49.092881Z",
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"iopub.status.idle": "2022-07-18T14:47:49.115547Z",
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"shell.execute_reply": "2022-07-18T14:47:49.115279Z"
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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": "2022-07-18T14:47:49.117150Z",
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"iopub.status.busy": "2022-07-18T14:47:49.117042Z",
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"iopub.status.idle": "2022-07-18T14:47:49.124602Z",
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"shell.execute_reply": "2022-07-18T14:47:49.124365Z"
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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": "2022-07-18T14:47:49.126047Z",
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"iopub.status.busy": "2022-07-18T14:47:49.125940Z",
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"iopub.status.idle": "2022-07-18T14:47:49.353507Z",
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"shell.execute_reply": "2022-07-18T14:47:49.353248Z"
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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 0x1041e3580>"
|
|
]
|
|
},
|
|
"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": "2022-07-18T14:47:49.355260Z",
|
|
"iopub.status.busy": "2022-07-18T14:47:49.355148Z",
|
|
"iopub.status.idle": "2022-07-18T14:47:49.541985Z",
|
|
"shell.execute_reply": "2022-07-18T14:47:49.541545Z"
|
|
}
|
|
},
|
|
"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": "2022-07-18T14:47:49.543952Z",
|
|
"iopub.status.busy": "2022-07-18T14:47:49.543825Z",
|
|
"iopub.status.idle": "2022-07-18T14:47:49.546726Z",
|
|
"shell.execute_reply": "2022-07-18T14:47:49.546289Z"
|
|
}
|
|
},
|
|
"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": "2022-07-18T14:47:49.548595Z",
|
|
"iopub.status.busy": "2022-07-18T14:47:49.548470Z",
|
|
"iopub.status.idle": "2022-07-18T14:47:49.829681Z",
|
|
"shell.execute_reply": "2022-07-18T14:47:49.829370Z"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"import pandas as pd"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 8,
|
|
"metadata": {
|
|
"execution": {
|
|
"iopub.execute_input": "2022-07-18T14:47:49.831501Z",
|
|
"iopub.status.busy": "2022-07-18T14:47:49.831343Z",
|
|
"iopub.status.idle": "2022-07-18T14:47:49.836849Z",
|
|
"shell.execute_reply": "2022-07-18T14:47:49.836593Z"
|
|
}
|
|
},
|
|
"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": "2022-07-18T14:47:49.838270Z",
|
|
"iopub.status.busy": "2022-07-18T14:47:49.838160Z",
|
|
"iopub.status.idle": "2022-07-18T14:47:49.844983Z",
|
|
"shell.execute_reply": "2022-07-18T14:47:49.844735Z"
|
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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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"<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",
|
|
" <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",
|
|
" <th>City</th>\n",
|
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" <th>No. Of</th>\n",
|
|
" <th>Layoff/Closure</th>\n",
|
|
" </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": "2022-07-18T14:47:49.846583Z",
|
|
"iopub.status.busy": "2022-07-18T14:47:49.846481Z",
|
|
"iopub.status.idle": "2022-07-18T14:47:49.897806Z",
|
|
"shell.execute_reply": "2022-07-18T14:47:49.896920Z"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<pdfplumber.display.PageImage at 0x1041e3580>"
|
|
]
|
|
},
|
|
"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": "3.10.4"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 4
|
|
}
|