ML-Powered Book Analysis

Google Books
Data Intelligence

2 ML algorithms applied to 15,000+ books. Category intelligence and book clustering.

10 Top Categories
5 Book Clusters
9 Visualizations
15K Books
3.8 Avg Rating
2 ML Algorithms
💡 Click any graph to expand • Click again to close

📊 Dataset Overview

Key Stats
Key Statistics
Top Categories
Top Categories
Rating Distribution
Rating Distribution

📈 Book Analysis

Price Distribution
Price Ranges
Page Count
Page Count by Genre
Top Publishers
Top Publishers

🤖 ML Insights

K-Means Clustering
5 Book Clusters
Popularity Formula
Popularity Formula

💡 Key Takeaways

Key Takeaways
Summary

Category Intelligence

Medical books are longest (545 pages), Literary Criticism shortest (327 pages)

Category Intelligence
ML

Top 10 Categories | Book Length Patterns | Metadata Quality

4,018 books analyzed across major categories

Category Clustering

K-Means identifies 5 distinct book clusters

Category Clustering
K

Low Rated | Top Rated | Short | Popular | Long Books

PCA visualization with elbow method

Exploratory Analysis

Category, rating, and publisher insights

Category Distribution
C

Category Distribution

Top genres analyzed

Ratings Analysis
R

Ratings Analysis

Distribution of book ratings

Page Count
P

Page Count Analysis

Book length distribution

Publisher Analysis
P

Publisher Analysis

Top publishers

Complete Summary

All insights at a glance

Summary