Upload 279_159_252 (1).py

279_159_252 (1).py

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+# -*- coding: utf-8 -*-
+"""279.159.252
+
+Automatically generated by Colab.
+
+Original file is located at
+    https://colab.research.google.com/drive/1jMZp4ytDdVJP6La5AaIUVOUo4p_8unps
+"""
+
+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)