Exploratory Data Analysis – White Wines Data – Part 4 – Multivariate Analysis

Multivariate Analysis Multivariate Data Analysis refers to any statistical technique used to analyze data that arises from more than one variable. This is the fourth part of the Exploratory Data Analysis Series. The series is as follows: Part 1 –… Continue Reading

Exploratory Data Analysis – White Wines Data – Part 3 – Bivariate Analysis

Bivariate Analysis Bivariate analysis means the analysis of bivariate data. It is one of the simplest forms of statistical analysis, used to find out if there is a relationship between two sets of values. It usually involves the variables X… Continue Reading

Exploratory Data Analysis – White Wines Data – Part 1 – Introduction

Exploratory Data Analysis (EDA) Exploratory Data Analysis (EDA) is an approach to analyzing data (mostly graphical). It’s where the researcher takes a bird’s eye view of the data and tries to make some sense of it. It’s often the first… Continue Reading

Exploratory Data Analysis – White Wines Data – Part 2 – Univariate Analysis

Univariate Analysis Univariate analysis is the simplest form of analyzing data. “Uni” means “one”, so in other words, your data has only one variable. It doesn’t deal with causes or relationships (unlike regression) and its major purpose is to describe;… Continue Reading

Comprehensive Regression Series – Predicting Student Performance – Part 2 – Exploratory Data Analysis

This is the second part of the Comprehensive Regression Series. We strongly recommend you to go through the previous parts before starting with this one. The series is as follows: Part 1 – Understanding the Data Set Part 2 –… Continue Reading