Book Recommender System

import numpy as np
import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt

books=pd.read_csv('BX-Books.csv',sep=';',error_bad_lines=False,encoding='latin-1')

books.head()

books.columns

books=books[['ISBN', 'Book-Title', 'Book-Author', 'Year-Of-Publication', 'Publisher']]
books

books.rename(columns={'Book-Title':'title', 'Book-Author':'author', 'Year-Of-Publication':'year', 'Publisher':'publisher'},inplace=True)

books.head()

users=pd.read_csv('BX-Users.csv',sep=';',error_bad_lines=False,encoding='latin-1')

users.head()

users.columns

users.rename(columns={'User-ID':'user-id', 'Location':'location', 'Age':'age'},inplace=True)

users.head()

ratings=pd.read_csv('BX-Book-Ratings.csv',sep=';',error_bad_lines=False,encoding='latin-1')