Analysis of Netflix Data with IMDB Ratings

import os
import numpy as np
import pandas as pd
import seaborn as sns
import ipywidgets as widgets
import matplotlib
import matplotlib.pyplot as plt
from IPython.display import display # For widgets
from wordcloud import WordCloud # For wordcloud visualization

%matplotlib inline


# The following modules will assist in acquiring the IMDb data
from io import StringIO # For creation of string inputs to be read as '.tsv' by pandas
import re # For separation of netflix_df.country strings into lists
import gzip # For extraction of IMDB datasets
import urllib.request