/EDA-using-Python

A project showing the Exploratory Data analysis performed on the used cars dataset using Python

Primary LanguageJupyter Notebook

Exploratory Data Analysis Using Python

Introduction

In this notebook, various steps usually performed while doing EDA on a data set are shown.

A few steps that are usually performed while doing EDA are:

  1. Analysing the data types of variables present.
  2. Basic Statistics of the variable:
    • Mean, Median, Mode, Minimum and Maximum for variables that are numerical in nature
    • Calculating the occurences of each of the class for a categorical variable
  3. Uni-variate analysis of variables: a. Histograms b. Box plots c. Frequency Distributions
  4. Bi-variate analysis of variables.