Upload analyzing_companies (1).py

analyzing_companies (1).py

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+# -*- coding: utf-8 -*-
+"""Analyzing Companies
+
+Automatically generated by Colab.
+
+Original file is located at
+    https://colab.research.google.com/drive/1_atIyBT8S9J_6LF76eurMNtiiCLLbQMg
+"""
+
+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()