Dataset: Ultimate Data Science Book Collection

About this Dataset

Ultimate Data Science Book Collection

The data set that I have compiled is based on a collection of books related to various topics in data science. I was inspired to create this data set because I wanted to gain insights into the popularity of different data science topics, as well as the most common words used in the titles or descriptions, and the most common authors or publishers in these areas.

To collect the data set, I used the Google Books API, which allowed me to search for and retrieve information about books related to specific topics. I focused on topics such as Python for data science, R, SQL, statistics, machine learning, NLP, deep learning, data visualization, and data ethics, as I wanted to create a diverse and comprehensive data set that covered a wide range of data science subjects.

The books included in the data set were written by various authors and published by different publishing houses, and I included books that were published within the past 10 years. I believe that this data set will be useful for anyone who is interested in data science, whether they are a beginner or an experienced practitioner. It can be used to build recommendation systems for books based on user interests, to identify gaps in the existing literature on a specific topic, or for general data analysis purposes.

I hope that this data set will be a valuable resource for the data science community and will contribute to the advancement of the field.

Tables

Databooks Desc

@kaggle.mayuriawati_ultimate_data_science_book_collection.databooks_desc

49.81 KB
4089 rows
6 columns


CREATE TABLE databooks_desc (
  "id" VARCHAR,
  "page_count" DOUBLE,
  "print_type" VARCHAR,
  "avg_rating" DOUBLE,
  "rating_count" DOUBLE,
  "is_ebook" BOOLEAN
);

Databooks Price

@kaggle.mayuriawati_ultimate_data_science_book_collection.databooks_price

50.93 KB
4089 rows
4 columns


CREATE TABLE databooks_price (
  "id" VARCHAR,
  "price" DOUBLE,
  "retail_price" DOUBLE,
  "currency_code" VARCHAR
);

Databook Details

@kaggle.mayuriawati_ultimate_data_science_book_collection.databook_details

268.35 KB
4091 rows
7 columns


CREATE TABLE databook_details (
  "id" VARCHAR,
  "title" VARCHAR,
  "subtitle" VARCHAR,
  "authors" VARCHAR,
  "publisher" VARCHAR,
  "published_date" VARCHAR,
  "category" VARCHAR
);