IMDb Top 250 Movies Analysis

Scraping data from IMDb Top 250 Movies and getting some insights about them

Description

This Poject had 3 phases :

• Scraping data from IMDB
• Creating DataBase using MySQL and mysql.connector
• Analyzing gathered data and get some insights

Data Scraping

I used both Selenium and bs4(BeautifulSoup) to scrape data such as :

• title
• year
• parental guide
• runtime(in minutes)
• genre
• director
• writer
• star
• gross us canada

DataBase Design

First I cleaned data and then used MySQL and mysql.connector to create following DataBase :

Analyzing

This Phase has 3 parts :

1. Based on users input ->

• Filtering by movies release year
• Filtering by movies runtime
• Filtering by movies stars
• Filtering by movies genre

2. Static Plots ->

• 10 most selling Movie
• 5 most prolific actors
• Number of Genres
• Number of Parental Guide
• Number of each Genre for each Parental Guide

3. User Required Graph (Dynamic Plots) ->

• Top 10 Selling based on input Genre
• Word Cloud of Movies based on input Genre