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Scrape Goodreads User Data: Profile, Book Shelves, Books, Authors

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Goodreads User Scraper

Scrape Goodreads User Data: Profile, Book Shelves, Books, Authors

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CLI Demo

Contents

Usage

Use pipx or uv — both install the CLI from PyPI.

Install once, then run

Best for repeat use. Installs the CLI into an isolated environment and adds the goodreads-user-scraper command to your shell.

pipx install goodreads-user-scraper      # or: uv tool install goodreads-user-scraper
goodreads-user-scraper --user_id <your id>

Run once without installing

Best for one-off use. Downloads and runs the CLI in a temporary environment: no install step, no $PATH changes.

pipx run goodreads-user-scraper --user_id <your id>
# or: uvx goodreads-user-scraper --user_id <your id>

Output

Data is written to --output_dir (default goodreads-data/):

goodreads-data/
├── user.json              # profile: name, average rating, rating/review counts
└── books/
    ├── 1420.Hamlet.json   # one JSON file per book
    └── …

Each books/*.json holds the book's metadata (title, description, genres, page count, cover, ratings) plus your shelves, rating, and dates_read, with the author nested under author. Without a cookie only user.json is written (see Authentication); --skip_authors omits the nested author data.

Arguments

--user_id

  • Description: The user whose data should be scraped. Find your user id using these directions.
  • Required: Yes

--output_dir

  • Description: The directory where all scraped data will be output.
  • Required: No
  • Default: goodreads-data

--cookie

  • Description: Your Goodreads session cookie (the full Cookie: request-header value). Required for shelf scraping — see Authentication.
  • Required: No
  • Default: None

--cookie_file

  • Description: Path to a text file containing your Goodreads session cookie.
  • Required: No
  • Default: None

--skip_user_info

  • Description: If passed, skip scraping user information.
  • Required: No

--skip_shelves

  • Description: If passed, skip scraping shelves. Books (and their authors) are scraped from your shelves, so this skips them too.
  • Required: No

--skip_authors

  • Description: If passed, skip scraping authors.
  • Required: No

Authentication

Shelf scraping requires a cookie — Goodreads hides shelf data behind login. Without one you get the profile only; with one you also get shelves, books, and authors.

Getting your session cookie

  1. Sign in to Goodreads in your browser.
  2. Open DevTools (Cmd/Ctrl+Shift+I) and switch to the Network tab.
  3. Refresh the page, then click any goodreads.com request in the list.
  4. In the request Headers, find the Cookie: header and copy its full value.

Passing the cookie

In order of precedence (first one set wins):

  1. --cookie "<cookie string>"
  2. GOODREADS_COOKIE environment variable
  3. --cookie_file <path-to-file>

Cookies typically last several weeks. If you see a "Cookie appears invalid or expired" error, re-grab the cookie from your browser.

If no cookie is provided, shelf scraping is skipped with a warning. Pass --skip_shelves to suppress the warning.

Troubleshooting

Missing profile or shelf data?

  • Your own account: pass your session cookie (see Authentication) — your profile, shelves, and books all scrape, even on a private profile.
  • Another user's account: what you can scrape depends on their profile privacy setting. Shelves always require your cookie (see Authentication).
    • Anyone: the profile scrapes even without a cookie.
    • Goodreads members only: pass your cookie — any signed-in account works.
    • Friends only: pass your cookie, and your account must be their friend.

Development

  1. Run the install script

    bash scripts/install.sh
    
  2. Make changes

  3. Run the unit tests

    pytest
    

    These run against saved Goodreads HTML in tests/fixtures/ — no network, no cookie. This is the CI gate on every push and PR.

    When Goodreads changes its markup, refresh the fixtures with scripts/capture_fixtures.py (reads your cookie from .goodreads-cookie if present), then re-run pytest.

  4. Optionally run the live smoke test

    bash scripts/test.sh
    

    This scrapes the real Goodreads site end to end. To include shelf scraping, save your Goodreads cookie to a gitignored .goodreads-cookie file in the repo root — the test script picks it up automatically. CI runs this monthly (see integration.yml) to catch Goodreads markup changes.

Publishing

Publishing is automated via GitHub Actions using PyPI Trusted Publishing (OIDC) — no API tokens are stored.

Run the publish script with the version bump type:

bash scripts/publish.sh <patch|minor|major>

The script bumps the version, creates a git tag, and pushes it. The publish workflow builds the distribution and uploads it to PyPI on any pushed v* tag.

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