image_output_1.png
import matplotlib.pyplot as plt

import pandas as pd

import seaborn as sns

df = pd.read_csv('/kaggle/input/ai-ml-data-salaries/salaries.csv')

df.sample(3)

df.isnull().sum()

work_year_values = df['work_year'].value_counts()

exp_level_values = df['experience_level'].value_counts()

empl_type_values = df['employment_type'].value_counts()

most_frequent_titles = df['job_title'].value_counts().sort_values(ascending=False)
plt.xticks(rotation=45)

sns.displot(df['salary_in_usd']).set(title='Distribution of the salaries *in US dollars*')
plt.show()