Unveiling the Numbers: Exploring the Hidden Insights in Numerical Data Numerical data is a powerful source of information that can provide valuable insights when properly analyzed and interpreted. By unveiling the numbers, we can uncover patterns, trends, correlations, and other meaningful relationships that may take time to be apparent. This exploration'll discuss various techniques and approaches to extracting hidden insights from numerical data. Data Cleaning and Preparation: Before diving into analysis, cleaning and preparing the data is crucial. This involves handling missing values, removing outliers, standardizing units, and ensuring data integrity. By addressing these issues, we create a solid foundation for accurate analysis. Descriptive Statistics: Descriptive statistics summarise the dataset, giving an overview of its central tendencies, dispersion, and shape. Measures like mean, median, mode, standard deviation, and range provide a basic under