README.md

metadata

language:
  - de
license: cc-by-4.0
pretty_name: Perlentaucher
dataset_info:
  features:
    - name: date
      dtype: date32
    - name: author
      dtype: string
    - name: title
      dtype: string
    - name: ISBN
      dtype: string
    - name: price
      dtype: decimal128(6, 2)
    - name: n_pages
      dtype: uint16
    - name: n_reviews
      dtype: uint8
    - name: content
      dtype: string
    - name: publisher
      dtype: string
    - name: pub_place
      dtype: string
    - name: pub_year
      dtype: uint16
    - name: media_type
      dtype: string
    - name: media_spec
      dtype: string
    - name: is_relevant
      dtype: bool
    - name: is_novel
      dtype: bool
  splits:
    - name: train
      num_bytes: 33239971
      num_examples: 89790
  download_size: 15694656
  dataset_size: 33239971
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
tags:
  - Buchkritiken
  - Bücherschau des Tages
  - Books
  - Media
  - Book reviews

Listing of >7k books I've read over the last few years. If you don't believe me, here's a video of my occasional reading activity (haters gonna say it's fake).

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The data set contains information of books that have been reviewed at least once. The reviews are received from reputable German print media such as the Frankfurter Allgemeine Zeitung (FAZ), Süddeutsche Zeitung (SZ), Die Zeit, etc. and other serious broadcasters such as Deutschlandfunk Kultur. Those reviews are collected by the culture magazine Perlentaucher and labeled as read a lot when there are at least three reviews of a book.

Perlentaucher publishes on a daily basis since the year 2000, except for German Sun- and holidays. On average, there are about M=12 (SD=5) bookentries per day. Data was harvested for all entries starting from March 15, 2000 to May 16, 2024. In total, the data set consists of 89,766 rows for 7,349 days and 14 columns.

Variables overview:

• date: the pubication day of book review (as Pandas timestamp[ns], YYYY-MM-DD)
• relevant: boolean, whether the book is relevant (i.e. marked as read a lot, dtype: bool)
• author: the author of the book (dtype: string)
• title: the title of the book (dtype: string)
• ISBN: the International Standard Book Number, ISBN-13 (dtype: int64)
• type: the type of the book, e.g. soft- or hardcover (German labelling!) or if it is not a book, the type of medium (dtype: string)
• pages: the number of book pages; NaN for other types such as audio files (dtype: int64)
• price: the price of the book in Euros (dtype: float64)
• content: the dust cover blurb (dtype: string)
• notes: the number of review notes as an indicator wheter the the book is relevant; lumped to zero for n<3 notes (dtype: int64)
• publisher: the publisher of the book (dtype: string)
• pub_place: the place (city) where the books has been published (dtype: string)
• pub_year: the year the books has been published (dtype: int64)
• is_novel: boolean, whether the book is a novel (dtype: bool)