Project: Investigating Netflix Movies

# Importing pandas and matplotlib
import pandas as pd
import matplotlib.pyplot as plt

# Read in the Netflix CSV as a DataFrame
netflix_df = pd.read_csv("netflix_data.csv")

movies1990s = netflix_df[(netflix_df["release_year"] >= 1990) & (netflix_df["release_year"] < 2000) & (netflix_df["type"] == "Movie")]


plt.hist(movies1990s['duration'])
plt.title('Movie Durations in the 1990s')
plt.xlabel('Duration')
plt.ylabel('No. of Movies')
plt.show()

duration = 100

short_movie_count = len(movies1990s[(movies1990s["genre"] == "Action") & (movies1990s['duration'] < 90)])
print(short_movie_count)