Photo by Luke Chesser on Unsplash

Hello There , Namaste!!

What Is Data Visualization?

Data visualization is the technique of converting raw data into a visual representation , such as a map or graph, to make data easier for us to understand and extract useful insights .

The main goal of data visualization is to put large datasets into visual representation . It is one of the important steps and simple steps when it comes to data science

Selecting Best Data Visualization Techniques

Picking out best techniques solely depends upon the type of visualization we want to achieve between various data sets, such as:

1 Relationship

2 Distribution

3 Composition

4 Comparison

If our main…

Iris Flower
Iris Flower
Photo by Mike on Unsplash

Hello There , Namaste!!

The Iris flower data set or Fisher’s Iris data set is one of the most famous multivariate data set used for testing various Machine Learning Algorithms.

This is my version of EDA on Iris Dataset.

Data insights of each and every visualization step has been given

Importing relevant libraries

import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
from sklearn import metrics

Source Of Data

Data has been stored inside a csv file namely ‘iris.csv’

Loading data

iris_data = pd.read_csv(‘iris.csv’)

Pranshu Sharma

Data Science Apprentice | Proud Indian

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store