{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# LoC Data Package Tutorial: Selected Digitized Books Data Package\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 [Selected Digitized Books Data Package](https://data.labs.loc.gov/digitized-books/) which is derived from the Library's [Selected Digitized Books collection](https://www.loc.gov/collections/selected-digitized-books/about-this-collection/). 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. [Download full text files and visualize it](#Download-full-text-files-and-visualize-it)\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": 1,
"metadata": {},
"outputs": [
{
"data": {
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"text/plain": [
" FileType Count Size\n",
"0 .json 83,083 32.33GB\n",
"1 .txt 83,135 31.33GB"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import io\n",
"\n",
"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/digitized-books/' # Base URL of this data package\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 a data package's metadata, print a summary of the items' subject values, then filter by a particular location.\n",
"\n",
"All data packages have a metadata file in .json and .csv formats. Let's load the data package's `metadata.json` file:"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Loaded metadata file with 90,414 entries.\n"
]
}
],
"source": [
"metadata_url = f'{DATA_URL}metadata.json'\n",
"response = requests.get(metadata_url, timeout=60)\n",
"data = response.json().values()\n",
"print(f'Loaded metadata file with {len(data):,} entries.')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Next let's convert to pandas DataFrame and print the available properties"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"access_restricted, aka, campaigns, contributor, date, dates, description, digitized, extract_timestamp, group, hassegments, id, image_url, index, item, language, mime_type, number, number_lccn, number_source_modified, online_format, original_format, other_title, partof, resources, segments, shelf_id, site, timestamp, title, url, number_oclc, type, subject, location, number_preceding_items, partof_title, publication_frequency, location_city, location_country, number_succeeding_items, number_former_id, number_issn, location_state, composite_location, number_carrier_type\n"
]
}
],
"source": [
"df = pd.DataFrame(data)\n",
"print(', '.join(df.columns.to_list()))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Next print the top 10 most frequent subjects in this dataset"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
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united states
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description and travel
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politics and government
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biography
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1823
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world war
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1716
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civil war
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1514
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poetry
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1343
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education
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1109
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grammar
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],
"text/plain": [
" subject\n",
"history 9567\n",
"united states 9025\n",
"description and travel 3133\n",
"politics and government 2467\n",
"biography 1823\n",
"world war 1716\n",
"civil war 1514\n",
"poetry 1343\n",
"education 1109\n",
"grammar 928"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Since \"subject\" fields are a list, we must \"explode\" it so there's just one subject per row\n",
"# We convert to DataFrame so it displays as a table\n",
"df['subject'].explode().value_counts().iloc[:10].to_frame()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now we filter the results to only those items with subject \"poetry\""
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Found 1,343 items with subject \"poetry\"\n"
]
}
],
"source": [
"df_by_subject = df.explode('subject')\n",
"poetry_subset = df_by_subject[df_by_subject.subject == 'poetry']\n",
"print(f'Found {poetry_subset.shape[0]:,} items with subject \"poetry\"')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Visualize text from this dataset\n",
"\n",
"First let's filter the file manifest by file type."
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Found 83,135 text files\n"
]
}
],
"source": [
"# Convert file manifest to dataframe\n",
"df_files = pd.DataFrame(files)\n",
"# Filter to just text files\n",
"df_text_files = df_files[df_files['object_key'].str.endswith('.txt')]\n",
"print(f'Found {df_text_files.shape[0]:,} text files')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Next, we merge the poetry subset with the text files, so we just have the poetry text files."
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Found 1,290 poetry items with text files\n"
]
}
],
"source": [
"poetry_with_text = pd.merge(df_text_files, poetry_subset, left_on='item_id', right_on='id', how='inner')\n",
"print(f'Found {poetry_with_text.shape[0]:,} poetry items with text files')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Next we load the first 100 text files from the poetry subset"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Loaded text with length 28,456,366 from 100 text files\n"
]
}
],
"source": [
"count = 100\n",
"poetry_subset = poetry_with_text.head(count).reset_index()\n",
"text = ''\n",
"for i, row in poetry_subset.iterrows():\n",
" # Download the text\n",
" file_url = f'https://{row[\"object_key\"]}'\n",
" response = requests.get(file_url, timeout=60)\n",
" text += response.text\n",
" text += '\\n'\n",
"print(f\"Loaded text with length {len(text):,} from {count} text files\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"And clean up the text by removing non-words"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"LIBRARY CONGRESS. ■ riiap. Capyright •Shelf.. P4t?. UNITED STATES AMERICA. ECLECTIC SCHOOL READINGS \n"
]
}
],
"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()\n",
"print(text[:100])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Finally generate a wordcloud using the text"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(-0.5, 399.5, 199.5, -0.5)"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt # for displaying data\n",
"from wordcloud import WordCloud\n",
"\n",
"# Generate a word cloud image\n",
"wordcloud = WordCloud(max_font_size=60).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
}