Name: Amazon Book Dataset:30000+ Books With 30+ Category
Creator: Kaggle
License: https://creativecommons.org/publicdomain/zero/1.0/

About this Dataset

Amazon Book Dataset:30000+ Books With 30+ Category

Context:
Introducing Amazon Book Explorer: A meticulously crafted dataset featuring 30,000+ books spanning 30+ diverse categories. Your ultimate companion for insightful analysis and groundbreaking projects on Kaggle.

Inspirations for Amazon Book Dataset:

Personalized Recommendations: Develop algorithms for tailored book suggestions.
Genre Trends Analysis: Uncover insights into the popularity and dynamics of various literary genres.
Educational Insights: Facilitate data-driven study guides, enhancing learning experiences.
Market Intelligence: Guide publishers and sellers with trends on what readers crave.
Innovation in ML: Fuel projects in machine learning, particularly in recommendation systems.
Narrative Analytics: Explore the storytelling landscape, discerning patterns and preferences.
Dynamic Price Analysis: Investigate pricing strategies correlated with book popularity.
Genre-Based Exploration: Tailor exploration to specific categories for nuanced insights.
Collaborative Filtering: Pioneer collaborative recommendation systems for enriched results.
Text Mining: Extract valuable information from book names and authors for deeper analysis.

Unleash the power of Amazon Book Explorer for a myriad of impactful and creative endeavors!

Data Collection methodology

1.Scraping Adventure Begins:
Utilized Beautiful Soup in Python on Google Colab for Amazon book website.

2.Diverse Categories Unveiled:
Scoped each category, extracting rich data like book names, authors, and more.

3.Data Harvesting in Batches:
Executed scraping iteratively, ensuring all categories contribute to the dataset.

4.Merge and Unify:
Consolidated individual category datasets into a harmonious single CSV format.

5.CSV Creation for Clarity:
Organized data into a CSV file for seamless accessibility and future analysis.

6.Verification and Cleaning:
Ensured dataset integrity by validating and cleaning entries for accuracy.

7.Ready for Exploration:
Completed the process, presenting a comprehensive Amazon Books dataset.

Tables

Merged Dataset

@kaggle.rajkumardubey10_amazon_book_dataset30000_books_with_30_category.merged_dataset

2.21 MB
33,505 rows
6 columns

CREATE TABLE merged_dataset (
  "book_name" VARCHAR,
  "book_price" DOUBLE,
  "book_author" VARCHAR,
  "book_rating" DOUBLE,
  "book_release_date" VARCHAR,
  "book_image" VARCHAR
);

Amazon Book Dataset:30000+ Books With 30+ Category

About this Dataset