Sameer
Series

Exploratory Data Analysis

In this, I will share some important concepts for doing exploratory data analysis. The concepts can be applied to any data set to clearly understand and imply with it.

Articles in this series

#1 - Getting started with Data Analytics

Mar 21, 20212 min read

Clear idea to get started · What is Data? Data is the knowledge gained from a factual basis. It can be related to an object or a person. An explanation...

#1 - Getting started with Data Analytics

#2 - Determine objectives and understand the data better

Mar 22, 20216 min read

Formulate the objectives from the data for further analytical process · What is an Objective? In any business problem, data analysts are often asked to...

#2 - Determine objectives and understand the data better

#3 - Feature Selection for EDA

Mar 23, 20215 min read

Identify the features or data variables that the best fit · Introduction Identifying or selecting the important features is one of the crucial processes...

#3 - Feature Selection for EDA

#4 - Identify Patterns in the Data

Mar 25, 20215 min read

Recognize patterns in the data to draw conclusions · Introduction Identifying Patterns helps us understand more about the data, which is gaining insights...

#4 - Identify Patterns in the Data

#5 - Statistical Measures for Exploratory Data Analysis

Apr 7, 20217 min read

Learn the fundamental measures of statistics · Introduction Statistics is a branch of mathematics (applied mathematics) concerned mainly with the...

#5 - Statistical Measures for Exploratory Data Analysis

#6 - Detect Outliers Like a Detective

Apr 12, 20215 min read

Techniques of detecting outliers in the data · Outliers - In a Nutshell In order to understand what an outlier is, we can think of a great example that...

#6 - Detect Outliers Like a Detective