Data Profiling

Creative, amazing, awesome and unique

Data Summary

Number of Columns/Variables

200

Number of Rows/Observations

1506

Total Missing Percentage

5%

Number of Numeric Variable

119

Number of Categorical Variable

80


Number of Date/Time Variables

1

Number of Unique Variables

9

Memory Size

23 KB

Descriptive Statistics

Column Name Count Data Type Unique Missing Top Row Bottom Row Frequency Mean SD Sum Median Absolute Deviation Kurtosis Skewness Min Max
a
b
c
d
e

Quantile Statistics

Column Name Min 20% 40% 60% 80% Max Q1 Q3 IRQ
a
b
c
d
e

Distribution Plots

Most Frequent Values

Column Name Visualization (Bar Plot)
a
b
c
d
e

Correlation

Missing Value Visualization

i) A value near -1 means if one variable appears then the other variable is very likely to be missing.

ii) A value near 0 means there is no dependence between the occurrence of missing values of two variables.

iii) A value near 1 means if one variable appears then the other variable is very likely to be present.

Outlier Visualization