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Tag Archives: ML-EDA

In this article, we will discuss how to perform Exploratory Data Analysis on the Iris dataset. Before continuing with this article, we have used two… Read More
Exploratory Data Analysis (EDA) is an approach to analyze the data using visual techniques. It is used to discover trends, patterns, or ti check assumptions… Read More
In a dataset, for k set of variables/columns (X1, X2, ….Xk), the scatter plot matrix plot all the pairwise scatter between different variables in the… Read More
 A lag plot is a special type of scatter plot in which the X-axis represents the dataset with some time units behind or ahead as… Read More
The probability plot is a way of visually comparing the data coming from different distributions. These data can be of empirical dataset or theoretical dataset.… Read More
Complex Demodulation Phase Plot In the frequency analysis of time series models, a common model is a sinusoidal wave: where, ∝ is the amplitude, phi… Read More
A contour plot is a graphical method to visualize the 3-D surface by plotting constant Z slices called contours in a 2-D format. The contour… Read More
Dex mean plot is used to analyzing the data from the respective set of factors that contains two or more than two levels. The plot… Read More
The scatter plot is used to determine whether two variables have some correlation with each other. This plot uses dots to represent different data points… Read More
A block plot is similar to a box plot, showing the importance of a particular factor in the data. [As shown in Fig 1] Just… Read More
Box Plot: It is a type of chart that depicts a group of numerical data through their quartiles. It is a simple way to visualize… Read More
The quantile-quantile plot is a graphical method for determining whether two samples of data came from the same population or not. A q-q plot is… Read More