All types of Exploratory analysis

barplot Age vs Improved

## Plotting Categorical Variable vs continuous variables

Let's begin Data visualizations from basic to more advanced levels where we can learn about plotting categorical variable vs continuous variable or categorical vs categorical variables.Let's start RStudio and begin…

Correlation plot

## Correlation Plot

Let's start visualizing correlation values in a plot.Open your RStudio and begin typing in !!! Let's import the library corrplot for correlation matrix visualization library(corrplot) Let's store the dataset mtcars…

Pattern Recognition

## Finding patterns in Predictor Variables

Finding correlated variables is very important in order to remove multicollinearity in multiple regression models.Once you know the correlated variables you can choose few from them or may be just…

## Boxplot using ggplot2 in R

Introduction Let's begin learning about how to plot boxplot in R using ggplot2 For Best Course on Data Science Developed by Data Scientist ,please follow the below link to avail…

barplot

## Barplot using ggplot2 in R

Introduction Let's begin learning about how to plot barplot in R using ggplot2 Do you want to learn about how to make a barplot for any categorical variable using ggplot2…

Histogram

## Histogram for data analytics in R

Introduction Let's begin learning about how to plot histogram in R using ggplot2 Importing libraries Let's import the ggplot2 library which is needed for ggplot visualization library(ggplot2) Reading data set…

Scatter plot

## Scatter plot for Data Analytics in R

Introduction Let's begin learning about how to plot scatter plot in R using ggplot2 Importing libraries Let's import the ggplot2 library which is needed for ggplot visualization library(ggplot2) Reading data…

Density plot

## Density plot for data analytics in R

Introduction Let's begin learning about how to plot density plot in R using ggplot2 Importing libraries Let's import the ggplot2 library which is needed for ggplot visualization library(ggplot2) Reading data…

## Tools for Data Visualization

Let's begin learning about what are the important tools which are used for Data Visualization by Data Scientist,Business Analyst,Data Analyst and so on Data visualization involves study of the visual…

## What is Exploratory Data Analysis

Let's begin learning about "What is Exploratory Data Analysis" and about "what techniques are used in Exploratory Data Analysis" Exploratory Data Analysis (EDA) helps in finding hidden information by displaying…