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

# Start coding!
import pandas as pd
import matplotlib.pyplot as plt

netflix_df = pd.read_csv("netflix_data.csv")
netflix_df.head()
netflix_subset = netflix_df[netflix_df["type"] == 'Movie']
subset = netflix_subset[(netflix_subset['release_year'] <= 1990)]
subset_movies_1990s = subset[(subset['release_year'] < 2000)]
plt.hist(subset_movies_1990s['duration'])
plt.title('Distribution of Movies Duration in the 1990s')
plt.xlabel('Duration(mins)')
plt.ylabel('Number of Movies')

duration = 100

action_movies_in_1990s = subset_movies_1990s[subset_movies_1990s['genre']=='Action']

short_movies_count = 0

for label, row in action_movies_in_1990s.iterrows() :
    if row['duration'] < 90 :
        short_movies_count = short_movies_count + 1
    else:
        short_movies_count = short_movies_count
    
print(short_movies_count)

short_movie_count = 7