Table 2 Statistical data.

From: Machine learning analysis of CO2 and methane adsorption in tight reservoir rocks

 

Percentage of CO2

TOC (%)

Moisture (%)

Temperature (C)

Pressure (MPa)

CH4 Excess Sorption (cm3/gr)

CO2 Excess Sorption (cm3/gr)

Max

1

88.500

10.9700

150.00

29.2473

7.0362

24.4681

Min

0

0.0900

0

25.00

0.1640

0

0

Range

1

88.4100

10.9700

125.00

29.0833

7.0362

24.4681

median

0

5.1500

0

50.400

9.9401

0.8651

0

Mod

0

5.4100

0

45.00

6.00

0

0

Mean

0.1228

16.2977

0.9741

57.04033

11.3166

1.2406

0.5303

Skewness

2.2939

1.8647

1.9610

1.5747

0.4080

1.6303

6.2580

Variance

0.0995

712.020

3.2584

556.4257

57.2000

1.5931

5.1165

Kurtosis

3.4193

1.7489

2.9405

2.7252

−0.9911

2.9989

44.1605