Videogame data set analysis - need in 10 hours

PPT-Videogameanalysis.pptx

Residency Task

Introduction

The dataset is taken from Kaggle and the source link is Video Game Sales | Kaggle

The dataset contains 16598 observations of 11 variables

First the data is uploaded in R environment

Then the data is cleaned

Then several research questions are developed to find suitable solution to the problem.

Which publisher sold video games in sports after 2000 with positive sales?

Min. : 0.7

1st Qu.: 3.4

Median : 6.1

Mean : 6.1

3rd Qu.: 8.8

Max. :11.5

What is the distribution of publishers selling Fighting Video Games after 2005 in PS3?

density.default(x = pub2)

Data: pub2 (14 obs.); Bandwidth 'bw' = 0.6933

x y

Min. :-1.08 Min. :0.0000000

1st Qu.: 3.71 1st Qu.:0.0004441

Median : 8.50 Median :0.0159074

Mean : 8.50 Mean :0.0520987

3rd Qu.:13.29 3rd Qu.:0.0413886

Max. :18.08 Max. :0.3614743

Find the distribution of genre of games launching in 2013 on PS3

Find the distribution of all video game genres.

How will a density plot for the Video game genre look?

Data: gen2 (12 obs.); Bandwidth 'bw' = 281.3

x y

Min. :-262.0 Min. :1.328e-06

1st Qu.: 843.5 1st Qu.:6.019e-05

Median :1949.0 Median :1.184e-04

Mean :1949.0 Mean :2.259e-04

3rd Qu.:3054.5 3rd Qu.:3.925e-04

Max. :4160.0 Max. :6.636e-04