Unable to create a bubble plot where based on the number of views. The size of bubble should increase based on views /u/bull_bear25 Python Education

My following code is not giving desired output

Data_file contains all youtube channel, their subscribers and number of views

import pandas as pd

import numpy as np

import matplotlib.pyplot as plt

data_file = pd.read_csv(‘YOUTUBE CHANNELS DATASET.csv’)

df = pd.DataFrame(data_file)

df[‘Views’] = df[‘Views’].str.replace(‘,’,”, regex = True)

df[‘Views’] = pd.to_numeric(df[‘Views’], errors = ‘coerce’).fillna(0)

y = df[‘Views’].astype(int)

df[‘log_views’] = np.log10(df[‘Views’].where(df[‘Views’] > 0, np.nan))

df[‘Uploads’] = df[‘Uploads’].str.replace(‘,’,”, regex = True)

df[‘Uploads’] = pd.to_numeric(df[‘Uploads’], errors = ‘coerce’).fillna(0)

x1 = df[‘Uploads’].astype(int)

plt.figure (figsize = (10,8))

plt.scatter (x1, y, s = df[‘log_views’], edgecolor = ‘w’, linewidth = 0.5, alpha = 0.87, cmap = ‘viridis’ )

Please suggest where I am going wrong

My following code is not giving desired output

Data_file contains all youtube channel, their subscribers and number of views

import pandas as pd

import numpy as np

import matplotlib.pyplot as plt

data_file = pd.read_csv(‘YOUTUBE CHANNELS DATASET.csv’)

df = pd.DataFrame(data_file)

df[‘Views’] = df[‘Views’].str.replace(‘,’,”, regex = True)

df[‘Views’] = pd.to_numeric(df[‘Views’], errors = ‘coerce’).fillna(0)

y = df[‘Views’].astype(int)

df[‘log_views’] = np.log10(df[‘Views’].where(df[‘Views’] > 0, np.nan))

df[‘Uploads’] = df[‘Uploads’].str.replace(‘,’,”, regex = True)

df[‘Uploads’] = pd.to_numeric(df[‘Uploads’], errors = ‘coerce’).fillna(0)

x1 = df[‘Uploads’].astype(int)

plt.figure (figsize = (10,8))

plt.scatter (x1, y, s = df[‘log_views’], edgecolor = ‘w’, linewidth = 0.5, alpha = 0.87, cmap = ‘viridis’ )

Please suggest where I am going wrong