| # -*- 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() |