Histograms
Histograms are graphical representations of the distribution of a dataset. In data science, histograms are used to visualize the frequency distribution of a continuous variable. The x-axis represents the range of values for the variable, divided into intervals or bins, and the y-axis represents the frequency of observations falling within each bin. Histograms are useful for identifying patterns and outliers in the data, as well as for assessing the shape of the distribution, such as whether it is symmetric or skewed. They are also used for data preprocessing, such as identifying and handling missing values and outliers.
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