import pandas as pd
import numpy as np
import seaborn as sns
import matplotlib.pyplot as plt
import warnings
warnings.filterwarnings('ignore')

companies_df = pd.read_csv('/content/companies.csv')

companies_df.head()

companies_df.head()

numeric_df = companies_df.select_dtypes(include=[np.number])
plt.figure(figsize=(10, 8))
sns.heatmap(numeric_df.corr(), annot=True, cmap='coolwarm', linewidths=0.5)
plt.title('Correlation Heatmap of Numeric Features in Companies Dataset')
plt.show()