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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) |