| import pandas as pd | |
| import numpy as np | |
| import matplotlib.pyplot as plt | |
| import plotly.express as px | |
| import seaborn as sns | |
| from wordcloud import WordCloud, STOPWORDS | |
| from collections import Counter | |
| import warnings | |
| warnings.filterwarnings('ignore') | |
| df = pd.read_csv('/content/1. users_data.csv') | |
| df.head() | |
| df.tail() | |
| df.sample() | |
| df.describe().T.plot(kind='bar') | |
| df.describe(include = 'all').T | |
| df.columns.to_list() | |
| df.duplicated().sum() | |
| df.isnull().sum() | |
| for col in df: | |
| sns.histplot(x=col, data=df,kde=True) | |
| plt.show() |