About the Data
Structure
'data.frame': 37 obs. of 21 variables:
$ States.UTs : chr "Andhra Pradesh" "Arunachal Pradesh" "Assam" "Bihar" ...
$ State.UT.Wise.Total.Number.of.Road.Accidents.during.2016 : int 24888 249 7435 8222 13580 4304 21859 11234 3168 5501 ...
$ State.UT.Wise.Total.Number.of.Road.Accidents.during.2017 : int 25727 241 7170 8855 13563 3917 19081 11258 3114 5624 ...
$ State.UT.Wise.Total.Number.of.Road.Accidents.during.2018 : int 24475 277 8248 9600 13864 3709 18769 11238 3110 5978 ...
$ State.UT.Wise.Total.Number.of.Road.Accidents.during.2019...Numbers: int 21992 237 8350 10007 13899 3440 17046 10944 2873 5796 ...
$ State.UT.Wise.Total.Number.of.Road.Accidents.during.2019...Rank : int 8 30 16 15 11 21 10 13 22 18 ...
$ Share.of.States.UTs.in.Total.Number.of.Road.Accidents...2016 : num 5.178 0.0518 1.5469 1.7106 2.8253 ...
$ Share.of.States.UTs.in.Total.Number.of.Road.Accidents...2017 : num 5.5338 0.0518 1.5422 1.9047 2.9173 ...
$ Share.of.States.UTs.in.Total.Number.of.Road.Accidents...2018 : num 5.2404 0.0593 1.766 2.0555 2.9685 ...
$ Share.of.States.UTs.in.Total.Number.of.Road.Accidents...2019 : num 4.898 0.0528 1.8597 2.2287 3.0955 ...
$ Total.Number.of.Accidents.Per.Lakh.Population...2016 : num 28.17 18.96 22.91 7.91 52.47 ...
$ Total.Number.of.Accidents.Per.Lakh.Population...2017 : num 28.9 18.16 21.85 8.43 51.79 ...
$ Total.Number.of.Accidents.Per.Lakh.Population...2018 : num 27.29 20.66 24.87 9.04 52.34 ...
$ Total.Number.of.Accidents.Per.Lakh.Population...2019 : num 24.35 17.5 24.91 9.33 51.9 ...
$ Total.Number.of..Road.Accidents.per.10.000.Vehicles...2016 : num 28.5 9.4 26.4 15 28.2 ...
$ Total.Number.of..Road.Accidents.per.10.000.Vehicles...2017 : num 26.7 13.4 23.7 14.2 25.9 ...
$ Total.Number.of..Road.Accidents.per.10.000.Vehicles...2018 : num 22.7 13.2 24 13 23.9 ...
$ Total.Number.of..Road.Accidents.per.10.000.Vehicles...2019 : num 18.3 10.3 21.2 11.7 21.8 ...
$ Total.Number.of..Road.Accidents.per.10.000.Km.of.Roads...2016 : num 1427.3 81.1 225.6 398.2 1417.4 ...
$ Total.Number.of..Road.Accidents.per.10.000.Km.of.Roads...2017 : num 1457.8 65.1 212.3 422.6 1386.2 ...
$ Total.Number.of..Road.Accidents.per.10.000.Km.of.Roads...2018.P. : num 1121.7 54.8 240 330.4 1351.6 ...Summary
States.UTs State.UT.Wise.Total.Number.of.Road.Accidents.during.2016
Length:37 Min. : 1
Class :character 1st Qu.: 538
Mode :character Median : 6952
Mean : 25981
3rd Qu.: 22811
Max. :480652
State.UT.Wise.Total.Number.of.Road.Accidents.during.2017
Min. : 1
1st Qu.: 531
Median : 6273
Mean : 25130
3rd Qu.: 22112
Max. :464910
State.UT.Wise.Total.Number.of.Road.Accidents.during.2018
Min. : 3
1st Qu.: 430
Median : 6428
Mean : 25246
3rd Qu.: 21743
Max. :467044
State.UT.Wise.Total.Number.of.Road.Accidents.during.2019...Numbers
Min. : 1
1st Qu.: 482
Median : 5796
Mean : 24270
3rd Qu.: 21570
Max. :449002
State.UT.Wise.Total.Number.of.Road.Accidents.during.2019...Rank
Min. : 1.00
1st Qu.: 9.75
Median :18.50
Mean :18.50
3rd Qu.:27.25
Max. :36.00
NA's :1
Share.of.States.UTs.in.Total.Number.of.Road.Accidents...2016
Min. : 0.00021
1st Qu.: 0.11193
Median : 1.44637
Mean : 5.40541
3rd Qu.: 4.74585
Max. :100.00000
Share.of.States.UTs.in.Total.Number.of.Road.Accidents...2017
Min. : 0.00022
1st Qu.: 0.11422
Median : 1.34929
Mean : 5.40541
3rd Qu.: 4.75619
Max. :100.00000
Share.of.States.UTs.in.Total.Number.of.Road.Accidents...2018
Min. : 0.00064
1st Qu.: 0.09207
Median : 1.37632
Mean : 5.40541
3rd Qu.: 4.65545
Max. :100.00000
Share.of.States.UTs.in.Total.Number.of.Road.Accidents...2019
Min. : 0.00022
1st Qu.: 0.10735
Median : 1.29086
Mean : 5.40541
3rd Qu.: 4.80399
Max. :100.00000
Total.Number.of.Accidents.Per.Lakh.Population...2016
Min. : 1.235
1st Qu.: 16.523
Median : 26.480
Mean : 39.629
3rd Qu.: 43.469
Max. :217.704
NA's :1
Total.Number.of.Accidents.Per.Lakh.Population...2017
Min. : 1.22
1st Qu.: 18.00
Median : 27.13
Mean : 37.71
3rd Qu.: 41.18
Max. :193.62
NA's :1
Total.Number.of.Accidents.Per.Lakh.Population...2018
Min. : 3.614
1st Qu.: 17.342
Median : 26.692
Mean : 36.953
3rd Qu.: 43.412
Max. :179.352
NA's :1
Total.Number.of.Accidents.Per.Lakh.Population...2019
Min. : 1.19
1st Qu.: 16.21
Median : 24.63
Mean : 34.61
3rd Qu.: 39.23
Max. :162.49
NA's :1
Total.Number.of..Road.Accidents.per.10.000.Vehicles...2016
Min. : 0.6247
1st Qu.: 9.4050
Median :17.5795
Mean :19.2487
3rd Qu.:26.9500
Max. :48.4443
Total.Number.of..Road.Accidents.per.10.000.Vehicles...2017
Min. : 0.5529
1st Qu.:11.5759
Median :15.3544
Mean :17.1844
3rd Qu.:23.6738
Max. :40.4573
Total.Number.of..Road.Accidents.per.10.000.Vehicles...2018
Min. : 1.659
1st Qu.:10.547
Median :14.674
Mean :16.403
3rd Qu.:21.807
Max. :38.940
NA's :1
Total.Number.of..Road.Accidents.per.10.000.Vehicles...2019
Min. : 0.5529
1st Qu.: 8.8049
Median :13.1929
Mean :14.4210
3rd Qu.:18.6651
Max. :38.3889
NA's :1
Total.Number.of..Road.Accidents.per.10.000.Km.of.Roads...2016
Min. : 20.77
1st Qu.: 285.36
Median : 843.06
Mean :1161.37
3rd Qu.:1517.21
Max. :5564.71
Total.Number.of..Road.Accidents.per.10.000.Km.of.Roads...2017
Min. : 47.1
1st Qu.: 294.3
Median : 832.5
Mean :1043.8
3rd Qu.:1386.2
Max. :5221.8
Total.Number.of..Road.Accidents.per.10.000.Km.of.Roads...2018.P.
Min. : 39.63
1st Qu.: 277.78
Median : 682.25
Mean : 988.92
3rd Qu.:1412.11
Max. :3720.01
Null Values
Numerical & Categorical Variable
Correlation
Univariate
Bivariate
Multivariate
