Exploratory Data Analysis

Descriptive statistics, correlations, and categorical distributions

7 numeric · 4 categorical columns

Descriptive Statistics

7 numeric columns · click headers to sort

Column	Count	Mean	Median	Std Dev	Min	Q1	Q3	Max	Skewness
cost	4,714	318.44	147.50	401.33	1.80	52.00	380.00	3850.00	3.97high
customer_id	4,821	5412.30	5401.00	2891.20	1001.00	2812.00	8021.00	9999.00	0.04symmetric
discount	4,620	0.087	0.050	0.072	0.0000	0.0000	0.150	0.400	1.22high
order_id	4,821	12,410.5	12,410	1391.80	10,001	11,207	13,614	14,821	0.00symmetric
quantity	4,821	3.82	3.00	2.91	1.00	1.00	5.00	50.00	2.14high
revenue	4,727	418.62	189.97	521.18	2.49	68.40	499.00	4998.00	4.02high
unit_price	4,732	247.83	89.99	312.44	1.99	24.50	299.00	2499.00	3.81high

Correlation Matrix

Pearson · numeric columns

Hover a cell to inspect correlation

quantity

unit_price

discount

revenue

cost

quantity

1.00

-0.21

0.18

0.64

0.61

unit_price

-0.21

1.00

0.33

0.87

0.89

discount

0.18

0.33

1.00

0.12

0.09

revenue

0.64

0.87

0.12

1.00

0.97

cost

0.61

0.89

0.09

0.97

1.00

−1.0 (negative)

+1.0 (positive)

Value Counts

West1,421

East1,288

North987

South876

Central249

5 unique valuesTotal: 4,821