| 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() |
