Basic Statistics

Raw Counts

Name Value
Rows 135,038
Columns 17
Discrete columns 10
Continuous columns 7
All missing columns 0
Missing observations 330
Complete Rows 134,725
Total observations 2,295,646
Memory allocation 15.1 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 6 columns ignored with more than 50 categories.
## VIN_.1.10.: 9059 categories
## County: 170 categories
## City: 652 categories
## Model: 126 categories
## Vehicle_Location: 786 categories
## Electric_Utility: 77 categories

QQ Plot

## Warning: Removed 3 rows containing non-finite outside the scale range (`stat_qq()`).
## Warning: Removed 3 rows containing non-finite outside the scale range (`stat_qq_line()`).

Correlation Analysis

## 7 features with more than 20 categories ignored!
## VIN_.1.10.: 9050 categories
## County: 39 categories
## City: 454 categories
## Make: 36 categories
## Model: 126 categories
## Vehicle_Location: 531 categories
## Electric_Utility: 75 categories
## Warning in cor(x = structure(list(Postal_Code = c(98512L, 98236L, 98290L, : the standard
## deviation is zero
## Warning: Removed 25 rows containing missing values or values outside the scale range
## (`geom_text()`).

Principal Component Analysis

## 5 features with more than 50 categories ignored!
## VIN_.1.10.: 9050 categories
## City: 454 categories
## Model: 126 categories
## Vehicle_Location: 531 categories
## Electric_Utility: 75 categories
## Warning in plot_prcomp(data = structure(list(VIN_.1.10. = c("5YJ3E1EA0K", : The following features are dropped due to zero variance:
##  * State_WA