{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# LoC Data Package Tutorial: 1000 Dot Gov PDF Dataset\n", "\n", "This notebook will demonstrate basic usage of using Python for interacting with [data packages from the Library of Congress](https://data.labs.loc.gov/packages/) via the [Dot Gov Data Package](https://data.labs.loc.gov/dot-gov/) which is derived indexes of the web archives of .gov websites created by the Library's Web Archives Team. We will:\n", "\n", "1. [Output a summary of the contents of this data package](#Output-data-package-summary)\n", "2. [Read and query metadata from a data package](#Query-the-metadata-in-a-data-package)\n", "3. [Parse and display a PDF](#Parse-and-display-a-PDF)\n", "\n", "## Prerequisites\n", "\n", "In order to run this notebook, please follow the instructions listed in [this directory's README](https://github.com/LibraryOfCongress/data-exploration/blob/master/Data%20Packages/README.md).\n", "\n", "## Output data package summary\n", "\n", "First we will output a summary of the data package contents" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " FileType Count Size\n", "0 .pdf 1,000 794MB\n", "1 .csv 1 529KB\n", "2 .txt 1 10KB" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd # for reading, manipulating, and displaying data\n", "import requests\n", "\n", "from helpers import get_file_stats\n", "\n", "DATA_URL = 'https://data.labs.loc.gov/dot-gov/pdf_data/' # Base URL of this data package's PDF data\n", "\n", "# Download the file manifest\n", "file_manifest_url = f'{DATA_URL}manifest.json'\n", "response = requests.get(file_manifest_url, timeout=60)\n", "response_json = response.json()\n", "files = [dict(zip(response_json[\"cols\"], row)) for row in response_json[\"rows\"]] # zip columns and rows\n", "\n", "# Convert to Pandas DataFrame and show stats table\n", "stats = get_file_stats(files)\n", "pd.DataFrame(stats)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Query the metadata in a data package\n", "\n", "Next we will download and open the .gov PDF metadata file" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loaded metadata file with 1,000 entries.\n" ] } ], "source": [ "import io\n", "\n", "# Read contents as a csv file\n", "metadata_url = f'{DATA_URL}metadata.csv'\n", "response = requests.get(metadata_url, timeout=60)\n", "metadata_string = response.text\n", "df = pd.read_csv(io.StringIO(metadata_string), dtype=str, keep_default_na=False)\n", "print(f'Loaded metadata file with {df.shape[0]:,} entries.')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And print the available properties" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "urlkey, timestamp, original, mimetype, statuscode, digest, pdf_version, creator_tool, producer, date_created, pages, page_width, page_height, surface_area, file_size, sha256, sha512\n" ] } ], "source": [ "print(', '.join(df.columns.to_list()))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And print a summary of the PDF versions" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " pdf_version\n", "1.4 281\n", "1.5 253\n", "1.3 172\n", "1.2 117\n", "1.6 116\n", "1.1 31\n", "- 13\n", "1.7 12\n", "1 5" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df['pdf_version'].explode().value_counts().iloc[:10].to_frame()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And then print a histogram of the files' page counts" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Page count range: [1, 1178]\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "page_counts = [int(p) for p in df['pages'].to_list() if str(p).isdigit()]\n", "print(f\"Page count range: [{min(page_counts)}, {max(page_counts)}]\")\n", "fig, ax = plt.subplots()\n", "ax.hist(page_counts, bins=50)\n", "# plt.xticks(np.arange(min(page_counts), max(page_counts) + 1, 10))\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's filter by PDFs from congress.gov" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Found 4 items with \"congress.gov\" in the original URL\n" ] } ], "source": [ "df_subset = df[df['original'].str.contains(\"congress.gov\")]\n", "print(f'Found {df_subset.shape[0]:,} items with \"congress.gov\" in the original URL')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Parse and display a PDF\n", "\n", "Let's select the first PDF from the congress.gov subset" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Ready to download PDF: https://data.labs.loc.gov/dot-gov/pdf_data/data/H7U4KMXPQKUBDKIPQQRC6ETJZEZR3OCZ.pdf\n", "That was originally from: https://congress.gov/crec/2016/04/05/CREC-2016-04-05-pt1-PgS1675-4.pdf\n" ] } ], "source": [ "item = df_subset.iloc[0]\n", "item_url = f\"{DATA_URL}data/{item['digest']}.pdf\"\n", "print(f\"Ready to download PDF: {item_url}\\nThat was originally from: {item['original']}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Download and load the PDF file" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loaded PDF and found 2 pages\n" ] } ], "source": [ "from pypdf import PdfReader\n", "\n", "response = requests.get(item_url, timeout=60)\n", "filestream = io.BytesIO(response.content)\n", "\n", "reader = PdfReader(filestream)\n", "number_of_pages = len(reader.pages)\n", "print(f\"Loaded PDF and found {number_of_pages} pages\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Load preview the text inside the PDF" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loaded text with length 15,814. Preview:\n", "\n", "CONGRESSIONAL RECORD — SENATE S1675 April 5, 2016 \n", "S. RES. 406 \n", "At the request of Ms. M IKULSKI , the \n", "name of the Senator from Wyoming (Mr. E\n", "NZI) was added as a cosponsor of \n", "S. Res. 406, a resolution recognizing the Girl Scouts of the United States of America on the 100th Anniversary of the Girl ...\n" ] } ], "source": [ "text = ''\n", "for page in reader.pages:\n", " text += page.extract_text()\n", " text += '\\n'\n", "print(f'Loaded text with length {len(text):,}. Preview:\\n')\n", "print(f'{text[:300]}...')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Clean up text" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "import re\n", "\n", "whitespace_pattern = re.compile(r\"\\s+\")\n", "nonword_pattern = re.compile(r\" [\\S]*[\\\\\\^<>]+[\\S]* \")\n", "tinyword_pattern = re.compile(r\" [\\S][\\S]?[\\S]? \")\n", "text = text.replace('\\\\n', '')\n", "text = whitespace_pattern.sub(\" \", text).strip()\n", "text = nonword_pattern.sub(\" \", text)\n", "text = tinyword_pattern.sub(\" \", text)\n", "text = whitespace_pattern.sub(\" \", text).strip()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And finalize visualize the text using a word cloud" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(-0.5, 399.5, 199.5, -0.5)" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" }, { "data": { 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from wordcloud import WordCloud\n", "\n", "# Generate a word cloud image\n", "wordcloud = WordCloud(max_font_size=40).generate(text)\n", "plt.imshow(wordcloud, interpolation='bilinear')\n", "plt.axis(\"off\")" ] } ], "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": "3.11.5" } }, "nbformat": 4, "nbformat_minor": 2 }