import pandas as pd
import numpy as np

import matplotlib.pyplot as plt
import seaborn as sns

from scipy import stats

data = pd.read_csv("/content/tiktok_dataset.csv")

data.head()

data.shape

data.describe()

data.isna().sum()

data = data.dropna(axis=0)

data.shape

data.groupby("verified_status")["video_view_count"].mean()

not_verified = data[data["verified_status"] == "not verified"]["video_view_count"]
verified = data[data["verified_status"] == "verified"]["video_view_count"]

stats.ttest_ind(a=not_verified, b=verified, equal_var=False)