gimi9 Pandas Profiling

Dataset statistics

Number of variables	43
Number of observations	31
Missing cells	153
Missing cells (%)	11.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	11.8 KiB
Average record size in memory	391.3 B

Variable types

Numeric	43

Dataset

Description	석유제품의 제품별 수출량(휘발유,등유,경유,경질중유,중유,벙커C유,납사,용제,항공유,LPG,아스팔트,윤활유,기타제품,부생연료유) 단위 : 물량(천Bbl), 금액(천$)
URL	https://www.data.go.kr/data/15054608/fileData.do

Alerts

`경질중유_물량` has 16 (51.6%) missing values	Missing
`경질중유_금액` has 16 (51.6%) missing values	Missing
`경질중유_단가` has 16 (51.6%) missing values	Missing
`용제_물량` has 9 (29.0%) missing values	Missing
`용제_금액` has 9 (29.0%) missing values	Missing
`용제_단가` has 9 (29.0%) missing values	Missing
`윤활유_물량` has 5 (16.1%) missing values	Missing
`윤활유_금액` has 5 (16.1%) missing values	Missing
`윤활유_단가` has 5 (16.1%) missing values	Missing
`기타제품_물량` has 5 (16.1%) missing values	Missing
`기타제품_금액` has 5 (16.1%) missing values	Missing
`기타제품_단가` has 5 (16.1%) missing values	Missing
`부생연료유_물량` has 16 (51.6%) missing values	Missing
`부생연료유_금액` has 16 (51.6%) missing values	Missing
`부생연료유_단가` has 16 (51.6%) missing values	Missing
`년` has unique values	Unique
`휘발유_물량` has unique values	Unique
`휘발유_금액` has unique values	Unique
`등유_물량` has unique values	Unique
`등유_금액` has unique values	Unique
`경유_물량` has unique values	Unique
`경유_금액` has unique values	Unique
`벙커C유_물량` has unique values	Unique
`벙커C유_금액` has unique values	Unique
`납사_물량` has unique values	Unique
`납사_금액` has unique values	Unique
`항공유_물량` has unique values	Unique
`항공유_금액` has unique values	Unique
`LPG_물량` has unique values	Unique
`LPG_금액` has unique values	Unique
`LPG_단가` has unique values	Unique
`아스팔트_물량` has unique values	Unique
`아스팔트_금액` has unique values	Unique
`아스팔트_단가` has unique values	Unique
`합계_물량` has unique values	Unique
`합계_금액` has unique values	Unique
`합계_단가` has unique values	Unique

Reproduction

Analysis started	2023-12-12 04:44:56.203782
Analysis finished	2023-12-12 04:44:56.565334
Duration	0.36 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

년
Real number (ℝ)

UNIQUE

Distinct	31
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2007

Minimum	1992
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	1992
5-th percentile	1993.5
Q1	1999.5
median	2007
Q3	2014.5
95-th percentile	2020.5
Maximum	2022
Range	30
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	9.0921211
Coefficient of variation (CV)	0.0045302048
Kurtosis	-1.2
Mean	2007
Median Absolute Deviation (MAD)	8
Skewness	0
Sum	62217
Variance	82.666667
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
1992	1	3.2%
1993	1	3.2%
2022	1	3.2%
2021	1	3.2%
2020	1	3.2%
2019	1	3.2%
2018	1	3.2%
2017	1	3.2%
2016	1	3.2%
2015	1	3.2%
Other values (21)	21	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1992	1	3.2%
1993	1	3.2%
1994	1	3.2%
1995	1	3.2%
1996	1	3.2%
1997	1	3.2%
1998	1	3.2%
1999	1	3.2%
2000	1	3.2%
2001	1	3.2%

Value	Count	Frequency (%)
2022	1	3.2%
2021	1	3.2%
2020	1	3.2%
2019	1	3.2%
2018	1	3.2%
2017	1	3.2%
2016	1	3.2%
2015	1	3.2%
2014	1	3.2%
2013	1	3.2%

휘발유_물량
Real number (ℝ)

UNIQUE

Distinct	31
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39332.613

Minimum	119
Maximum	100335
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	119
5-th percentile	390
Q1	14026.5
median	19927
Q3	73737
95-th percentile	93132.5
Maximum	100335
Range	100216
Interquartile range (IQR)	59710.5

Descriptive statistics

Standard deviation	33971.565
Coefficient of variation (CV)	0.86369966
Kurtosis	-1.3761685
Mean	39332.613
Median Absolute Deviation (MAD)	19490
Skewness	0.46777423
Sum	1219311
Variance	1.1540672 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
119	1	3.2%
520	1	3.2%
100335	1	3.2%
98370	1	3.2%
74147	1	3.2%
87872	1	3.2%
87895	1	3.2%
82217	1	3.2%
76258	1	3.2%
79293	1	3.2%
Other values (21)	21	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
119	1	3.2%
343	1	3.2%
437	1	3.2%
520	1	3.2%
2436	1	3.2%
10031	1	3.2%
10799	1	3.2%
13538	1	3.2%
14515	1	3.2%
14869	1	3.2%

Value	Count	Frequency (%)
100335	1	3.2%
98370	1	3.2%
87895	1	3.2%
87872	1	3.2%
82217	1	3.2%
79293	1	3.2%
76258	1	3.2%
74147	1	3.2%
73327	1	3.2%
64013	1	3.2%

휘발유_금액
Real number (ℝ)

UNIQUE

Distinct	31
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3129391.2

Minimum	4517
Maximum	11318736
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	4517
5-th percentile	9993
Q1	350967.5
median	1478507
Q3	5872520.5
95-th percentile	7982130.5
Maximum	11318736
Range	11314219
Interquartile range (IQR)	5521553

Descriptive statistics

Standard deviation	3257377.7
Coefficient of variation (CV)	1.0408982
Kurtosis	-0.49470806
Mean	3129391.2
Median Absolute Deviation (MAD)	1467839
Skewness	0.79469018
Sum	97011127
Variance	1.061051 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
4517	1	3.2%
14429	1	3.2%
11318736	1	3.2%
7988702	1	3.2%
3564977	1	3.2%
6214884	1	3.2%
6976892	1	3.2%
5530157	1	3.2%
4111308	1	3.2%
5298409	1	3.2%
Other values (21)	21	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4517	1	3.2%
9318	1	3.2%
10668	1	3.2%
14429	1	3.2%
57056	1	3.2%
245329	1	3.2%
249542	1	3.2%
270821	1	3.2%
431114	1	3.2%
460557	1	3.2%

Value	Count	Frequency (%)
11318736	1	3.2%
7988702	1	3.2%
7975559	1	3.2%
7685560	1	3.2%
7523154	1	3.2%
6976892	1	3.2%
6328430	1	3.2%
6214884	1	3.2%
5530157	1	3.2%
5298409	1	3.2%

휘발유_단가
Real number (ℝ)

Distinct	30
Distinct (%)	96.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	61.264194

Minimum	17.76
Maximum	121
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	17.76
5-th percentile	23.07
Q1	28.13
median	62.15
Q3	83.785
95-th percentile	118
Maximum	121
Range	103.24
Interquartile range (IQR)	55.655

Descriptive statistics

Standard deviation	33.144321
Coefficient of variation (CV)	0.5410064
Kurtosis	-1.0932026
Mean	61.264194
Median Absolute Deviation (MAD)	29.72
Skewness	0.40325401
Sum	1899.19
Variance	1098.546
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
118.0	2	6.5%
37.97	1	3.2%
93.66	1	3.2%
113.0	1	3.2%
81.21	1	3.2%
48.08	1	3.2%
70.73	1	3.2%
79.38	1	3.2%
67.26	1	3.2%
53.91	1	3.2%
Other values (20)	20	64.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
17.76	1	3.2%
22.72	1	3.2%
23.42	1	3.2%
24.43	1	3.2%
24.88	1	3.2%
27.17	1	3.2%
27.73	1	3.2%
27.77	1	3.2%
28.49	1	3.2%
32.43	1	3.2%

Value	Count	Frequency (%)
121.0	1	3.2%
118.0	2	6.5%
113.0	1	3.2%
109.0	1	3.2%
93.66	1	3.2%
88.45	1	3.2%
86.36	1	3.2%
81.21	1	3.2%
79.38	1	3.2%
74.19	1	3.2%

등유_물량
Real number (ℝ)

UNIQUE

Distinct	31
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6402.7619

Minimum	3.21
Maximum	19874
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	3.21
5-th percentile	233.705
Q1	3339.5
median	5425
Q3	7785.5
95-th percentile	16486
Maximum	19874
Range	19870.79
Interquartile range (IQR)	4446

Descriptive statistics

Standard deviation	4925.1954
Coefficient of variation (CV)	0.76922982
Kurtosis	1.2649637
Mean	6402.7619
Median Absolute Deviation (MAD)	2453
Skewness	1.1227557
Sum	198485.62
Variance	24257550
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
3.21	1	3.2%
5.41	1	3.2%
5014.0	1	3.2%
7878.0	1	3.2%
6397.0	1	3.2%
4171.0	1	3.2%
6530.0	1	3.2%
5227.0	1	3.2%
2065.0	1	3.2%
3769.0	1	3.2%
Other values (21)	21	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.21	1	3.2%
5.41	1	3.2%
462.0	1	3.2%
561.0	1	3.2%
1250.0	1	3.2%
2065.0	1	3.2%
2396.0	1	3.2%
2910.0	1	3.2%
3769.0	1	3.2%
4171.0	1	3.2%

Value	Count	Frequency (%)
19874.0	1	3.2%
18006.0	1	3.2%
14966.0	1	3.2%
13144.0	1	3.2%
10247.0	1	3.2%
10205.0	1	3.2%
8960.0	1	3.2%
7878.0	1	3.2%
7693.0	1	3.2%
7582.0	1	3.2%

등유_금액
Real number (ℝ)

UNIQUE

Distinct	31
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	383541.06

Minimum	104
Maximum	1168256
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	104
5-th percentile	5564.5
Q1	187938.5
median	354162
Q3	552145.5
95-th percentile	936374
Maximum	1168256
Range	1168152
Interquartile range (IQR)	364207

Descriptive statistics

Standard deviation	287067.32
Coefficient of variation (CV)	0.74846566
Kurtosis	0.84770805
Mean	383541.06
Median Absolute Deviation (MAD)	201063
Skewness	0.89043348
Sum	11889773
Variance	8.2407643 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
104	1	3.2%
181	1	3.2%
567863	1	3.2%
603748	1	3.2%
326489	1	3.2%
320591	1	3.2%
549066	1	3.2%
370355	1	3.2%
111345	1	3.2%
253819	1	3.2%
Other values (21)	21	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
104	1	3.2%
181	1	3.2%
10948	1	3.2%
13291	1	3.2%
88967	1	3.2%
111345	1	3.2%
120883	1	3.2%
122058	1	3.2%
253819	1	3.2%
258934	1	3.2%

Value	Count	Frequency (%)
1168256	1	3.2%
985534	1	3.2%
887214	1	3.2%
690045	1	3.2%
603748	1	3.2%
600464	1	3.2%
567863	1	3.2%
555225	1	3.2%
549066	1	3.2%
477394	1	3.2%

등유_단가
Real number (ℝ)

Distinct	29
Distinct (%)	93.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	64.454839

Minimum	17.41
Maximum	133
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	17.41
5-th percentile	23.68
Q1	31.61
median	60.95
Q3	88.505
95-th percentile	130
Maximum	133
Range	115.59
Interquartile range (IQR)	56.895

Descriptive statistics

Standard deviation	36.106492
Coefficient of variation (CV)	0.5601828
Kurtosis	-0.98411503
Mean	64.454839
Median Absolute Deviation (MAD)	30.11
Skewness	0.48959812
Sum	1998.1
Variance	1303.6788
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
23.7	2	6.5%
130.0	2	6.5%
32.38	1	3.2%
72.0	1	3.2%
113.0	1	3.2%
76.64	1	3.2%
51.04	1	3.2%
76.85	1	3.2%
84.08	1	3.2%
70.85	1	3.2%
Other values (19)	19	61.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
17.41	1	3.2%
23.66	1	3.2%
23.7	2	6.5%
25.27	1	3.2%
29.9	1	3.2%
30.57	1	3.2%
30.84	1	3.2%
32.38	1	3.2%
33.48	1	3.2%
34.72	1	3.2%

Value	Count	Frequency (%)
133.0	1	3.2%
130.0	2	6.5%
113.0	1	3.2%
110.0	1	3.2%
108.0	1	3.2%
97.68	1	3.2%
92.93	1	3.2%
84.08	1	3.2%
81.37	1	3.2%
76.85	1	3.2%

경유_물량
Real number (ℝ)

UNIQUE

Distinct	31
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	119589.42

Minimum	27124
Maximum	203530
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	27124
5-th percentile	34242.5
Q1	81062.5
median	108590
Q3	174587
95-th percentile	197665
Maximum	203530
Range	176406
Interquartile range (IQR)	93524.5

Descriptive statistics

Standard deviation	55990.738
Coefficient of variation (CV)	0.4681914
Kurtosis	-1.3397044
Mean	119589.42
Median Absolute Deviation (MAD)	55144
Skewness	-0.049050146
Sum	3707272
Variance	3.1349628 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
27124	1	3.2%
35709	1	3.2%
203530	1	3.2%
180871	1	3.2%
200099	1	3.2%
195231	1	3.2%
190712	1	3.2%
176154	1	3.2%
175032	1	3.2%
171999	1	3.2%
Other values (21)	21	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
27124	1	3.2%
32776	1	3.2%
35709	1	3.2%
41781	1	3.2%
53446	1	3.2%
60817	1	3.2%
68038	1	3.2%
76235	1	3.2%
85890	1	3.2%
87969	1	3.2%

Value	Count	Frequency (%)
203530	1	3.2%
200099	1	3.2%
195231	1	3.2%
190712	1	3.2%
180871	1	3.2%
176464	1	3.2%
176154	1	3.2%
175032	1	3.2%
174142	1	3.2%
171999	1	3.2%

경유_금액
Real number (ℝ)

UNIQUE

Distinct	31
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8936146.8

Minimum	685446
Maximum	27017438
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	685446
5-th percentile	774444
Q1	2032899
median	8700347
Q3	14611308
95-th percentile	21244208
Maximum	27017438
Range	26331992
Interquartile range (IQR)	12578410

Descriptive statistics

Standard deviation	7623206.4
Coefficient of variation (CV)	0.85307533
Kurtosis	-0.58430247
Mean	8936146.8
Median Absolute Deviation (MAD)	6604315
Skewness	0.67989069
Sum	2.7702055 × 10⁸
Variance	5.8113276 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
692680	1	3.2%
856208	1	3.2%
27017438	1	3.2%
14077541	1	3.2%
10210605	1	3.2%
15145076	1	3.2%
16142431	1	3.2%
11518630	1	3.2%
8887957	1	3.2%
10904146	1	3.2%
Other values (21)	21	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
685446	1	3.2%
692680	1	3.2%
856208	1	3.2%
906663	1	3.2%
1474333	1	3.2%
1675668	1	3.2%
1682911	1	3.2%
1969766	1	3.2%
2096032	1	3.2%
2263632	1	3.2%

Value	Count	Frequency (%)
27017438	1	3.2%
22366233	1	3.2%
20122182	1	3.2%
19969585	1	3.2%
19640530	1	3.2%
16142431	1	3.2%
15931492	1	3.2%
15145076	1	3.2%
14077541	1	3.2%
11754622	1	3.2%

경유_단가
Real number (ℝ)

Distinct	29
Distinct (%)	93.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	62.797419

Minimum	15.43
Maximum	133
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	15.43
5-th percentile	20.02
Q1	27.49
median	63.4
Q3	84.79
95-th percentile	126
Maximum	133
Range	117.57
Interquartile range (IQR)	57.3

Descriptive statistics

Standard deviation	37.871936
Coefficient of variation (CV)	0.60308109
Kurtosis	-1.0181061
Mean	62.797419
Median Absolute Deviation (MAD)	35.81
Skewness	0.50007895
Sum	1946.72
Variance	1434.2836
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
27.49	2	6.5%
77.83	2	6.5%
25.54	1	3.2%
69.34	1	3.2%
133.0	1	3.2%
51.03	1	3.2%
77.58	1	3.2%
84.64	1	3.2%
65.39	1	3.2%
50.78	1	3.2%
Other values (19)	19	61.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
15.43	1	3.2%
19.13	1	3.2%
20.91	1	3.2%
21.7	1	3.2%
23.98	1	3.2%
24.36	1	3.2%
25.54	1	3.2%
27.49	2	6.5%
27.59	1	3.2%
32.39	1	3.2%

Value	Count	Frequency (%)
133.0	1	3.2%
127.0	1	3.2%
125.0	1	3.2%
123.0	1	3.2%
122.0	1	3.2%
113.0	1	3.2%
89.89	1	3.2%
84.94	1	3.2%
84.64	1	3.2%
77.83	2	6.5%

경질중유_물량
Real number (ℝ)

MISSING

Distinct	15
Distinct (%)	100.0%
Missing	16
Missing (%)	51.6%
Infinite	0
Infinite (%)	0.0%
Mean	344.06133

Minimum	3.21
Maximum	1584
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	3.21
5-th percentile	6.22
Q1	36.915
median	225
Q3	423.5
95-th percentile	1028.9
Maximum	1584
Range	1580.79
Interquartile range (IQR)	386.585

Descriptive statistics

Standard deviation	413.04632
Coefficient of variation (CV)	1.200502
Kurtosis	5.5247774
Mean	344.06133
Median Absolute Deviation (MAD)	191.51
Skewness	2.1442708
Sum	5160.92
Variance	170607.26
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
3.21	1	3.2%
1584.0	1	3.2%
791.0	1	3.2%
33.49	1	3.2%
40.34	1	3.2%
7.51	1	3.2%
322.0	1	3.2%
567.0	1	3.2%
485.0	1	3.2%
362.0	1	3.2%
Other values (5)	5	16.1%
(Missing)	16	51.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.21	1	3.2%
7.51	1	3.2%
31.37	1	3.2%
33.49	1	3.2%
40.34	1	3.2%
175.0	1	3.2%
195.0	1	3.2%
225.0	1	3.2%
322.0	1	3.2%
339.0	1	3.2%

Value	Count	Frequency (%)
1584.0	1	3.2%
791.0	1	3.2%
567.0	1	3.2%
485.0	1	3.2%
362.0	1	3.2%
339.0	1	3.2%
322.0	1	3.2%
225.0	1	3.2%
195.0	1	3.2%
175.0	1	3.2%

경질중유_금액
Real number (ℝ)

MISSING

Distinct	15
Distinct (%)	100.0%
Missing	16
Missing (%)	51.6%
Infinite	0
Infinite (%)	0.0%
Mean	15658.813

Minimum	79.19
Maximum	37337
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	79.19
5-th percentile	644.657
Q1	4526.5
median	15922
Q3	22901.5
95-th percentile	34531.4
Maximum	37337
Range	37257.81
Interquartile range (IQR)	18375

Descriptive statistics

Standard deviation	11952.691
Coefficient of variation (CV)	0.7633204
Kurtosis	-0.94424167
Mean	15658.813
Median Absolute Deviation (MAD)	11224
Skewness	0.38822567
Sum	234882.19
Variance	1.4286683 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
79.19	1	3.2%
37337.0	1	3.2%
15922.0	1	3.2%
3978.0	1	3.2%
4698.0	1	3.2%
887.0	1	3.2%
33329.0	1	3.2%
26061.0	1	3.2%
19361.0	1	3.2%
19742.0	1	3.2%
Other values (5)	5	16.1%
(Missing)	16	51.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
79.19	1	3.2%
887.0	1	3.2%
3978.0	1	3.2%
4355.0	1	3.2%
4698.0	1	3.2%
9783.0	1	3.2%
13199.0	1	3.2%
15922.0	1	3.2%
16617.0	1	3.2%
19361.0	1	3.2%

Value	Count	Frequency (%)
37337.0	1	3.2%
33329.0	1	3.2%
29534.0	1	3.2%
26061.0	1	3.2%
19742.0	1	3.2%
19361.0	1	3.2%
16617.0	1	3.2%
15922.0	1	3.2%
13199.0	1	3.2%
9783.0	1	3.2%

경질중유_단가
Real number (ℝ)

MISSING

Distinct	15
Distinct (%)	100.0%
Missing	16
Missing (%)	51.6%
Infinite	0
Infinite (%)	0.0%
Mean	72.703333

Minimum	20.13
Maximum	139
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	20.13
5-th percentile	22.538
Q1	42.945
median	73.97
Q3	109.5
95-th percentile	125
Maximum	139
Range	118.87
Interquartile range (IQR)	66.555

Descriptive statistics

Standard deviation	39.381
Coefficient of variation (CV)	0.54166704
Kurtosis	-1.3319757
Mean	72.703333
Median Absolute Deviation (MAD)	34.08
Skewness	0.20099044
Sum	1090.55
Variance	1550.8631
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
24.68	1	3.2%
23.57	1	3.2%
20.13	1	3.2%
119.0	1	3.2%
116.0	1	3.2%
118.0	1	3.2%
103.0	1	3.2%
46.0	1	3.2%
39.89	1	3.2%
54.61	1	3.2%
Other values (5)	5	16.1%
(Missing)	16	51.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20.13	1	3.2%
23.57	1	3.2%
24.68	1	3.2%
39.89	1	3.2%
46.0	1	3.2%
50.07	1	3.2%
54.61	1	3.2%
73.97	1	3.2%
75.59	1	3.2%
87.04	1	3.2%

Value	Count	Frequency (%)
139.0	1	3.2%
119.0	1	3.2%
118.0	1	3.2%
116.0	1	3.2%
103.0	1	3.2%
87.04	1	3.2%
75.59	1	3.2%
73.97	1	3.2%
54.61	1	3.2%
50.07	1	3.2%

벙커C유_물량
Real number (ℝ)

UNIQUE

Distinct	31
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36588.968

Minimum	7885
Maximum	82375
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	7885
5-th percentile	11283
Q1	19484.5
median	35174
Q3	49572
95-th percentile	69584
Maximum	82375
Range	74490
Interquartile range (IQR)	30087.5

Descriptive statistics

Standard deviation	19807.824
Coefficient of variation (CV)	0.54136055
Kurtosis	-0.53352312
Mean	36588.968
Median Absolute Deviation (MAD)	14519
Skewness	0.40262063
Sum	1134258
Variance	3.9234988 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
50705	1	3.2%
49693	1	3.2%
12485	1	3.2%
7885	1	3.2%
12648	1	3.2%
16928	1	3.2%
25872	1	3.2%
15824	1	3.2%
12509	1	3.2%
10081	1	3.2%
Other values (21)	21	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7885	1	3.2%
10081	1	3.2%
12485	1	3.2%
12509	1	3.2%
12648	1	3.2%
13051	1	3.2%
15824	1	3.2%
16928	1	3.2%
22041	1	3.2%
25394	1	3.2%

Value	Count	Frequency (%)
82375	1	3.2%
72157	1	3.2%
67011	1	3.2%
60240	1	3.2%
58266	1	3.2%
56065	1	3.2%
50705	1	3.2%
49693	1	3.2%
49451	1	3.2%
45835	1	3.2%

벙커C유_금액
Real number (ℝ)

UNIQUE

Distinct	31
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1410100.3

Minimum	503622
Maximum	3500258
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	503622
5-th percentile	509314
Q1	667133.5
median	1264169
Q3	1880378.5
95-th percentile	2948109.5
Maximum	3500258
Range	2996636
Interquartile range (IQR)	1213245

Descriptive statistics

Standard deviation	871371.79
Coefficient of variation (CV)	0.61795021
Kurtosis	-0.29971658
Mean	1410100.3
Median Absolute Deviation (MAD)	606823
Skewness	0.87200805
Sum	43713110
Variance	7.5928879 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
672981	1	3.2%
564761	1	3.2%
1282986	1	3.2%
606218	1	3.2%
511262	1	3.2%
1092758	1	3.2%
1870992	1	3.2%
889879	1	3.2%
535688	1	3.2%
503622	1	3.2%
Other values (21)	21	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
503622	1	3.2%
507366	1	3.2%
511262	1	3.2%
535688	1	3.2%
564761	1	3.2%
580870	1	3.2%
606218	1	3.2%
661286	1	3.2%
672981	1	3.2%
689431	1	3.2%

Value	Count	Frequency (%)
3500258	1	3.2%
2974512	1	3.2%
2921707	1	3.2%
2785183	1	3.2%
2639165	1	3.2%
2361439	1	3.2%
2261507	1	3.2%
1889765	1	3.2%
1870992	1	3.2%
1747006	1	3.2%

벙커C유_단가
Real number (ℝ)

Distinct	30
Distinct (%)	96.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	48.931613

Minimum	10.98
Maximum	106
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	10.98
5-th percentile	12.015
Q1	18.76
median	42.82
Q3	73.12
95-th percentile	103
Maximum	106
Range	95.02
Interquartile range (IQR)	54.36

Descriptive statistics

Standard deviation	31.925205
Coefficient of variation (CV)	0.65244539
Kurtosis	-1.0800977
Mean	48.931613
Median Absolute Deviation (MAD)	27.01
Skewness	0.4667959
Sum	1516.88
Variance	1019.2187
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
103.0	2	6.5%
13.27	1	3.2%
79.18	1	3.2%
76.88	1	3.2%
40.42	1	3.2%
64.55	1	3.2%
72.32	1	3.2%
56.23	1	3.2%
42.82	1	3.2%
49.96	1	3.2%
Other values (20)	20	64.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10.98	1	3.2%
11.37	1	3.2%
12.66	1	3.2%
13.27	1	3.2%
14.55	1	3.2%
15.64	1	3.2%
15.81	1	3.2%
16.62	1	3.2%
20.9	1	3.2%
23.31	1	3.2%

Value	Count	Frequency (%)
106.0	1	3.2%
103.0	2	6.5%
102.0	1	3.2%
96.87	1	3.2%
79.18	1	3.2%
76.88	1	3.2%
73.92	1	3.2%
72.32	1	3.2%
64.55	1	3.2%
61.81	1	3.2%

납사_물량
Real number (ℝ)

UNIQUE

Distinct	31
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34036.387

Minimum	5430
Maximum	51228
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	5430
5-th percentile	9738
Q1	28707
median	33944
Q3	44521
95-th percentile	49306
Maximum	51228
Range	45798
Interquartile range (IQR)	15814

Descriptive statistics

Standard deviation	11924.127
Coefficient of variation (CV)	0.3503347
Kurtosis	0.2098399
Mean	34036.387
Median Absolute Deviation (MAD)	8151
Skewness	-0.69911385
Sum	1055128
Variance	1.4218481 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
5430	1	3.2%
10328	1	3.2%
33944	1	3.2%
31203	1	3.2%
36680	1	3.2%
47382	1	3.2%
43564	1	3.2%
44194	1	3.2%
49763	1	3.2%
47839	1	3.2%
Other values (21)	21	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5430	1	3.2%
9148	1	3.2%
10328	1	3.2%
21337	1	3.2%
22915	1	3.2%
25793	1	3.2%
26569	1	3.2%
27991	1	3.2%
29423	1	3.2%
30771	1	3.2%

Value	Count	Frequency (%)
51228	1	3.2%
49763	1	3.2%
48849	1	3.2%
47839	1	3.2%
47382	1	3.2%
46218	1	3.2%
44943	1	3.2%
44848	1	3.2%
44194	1	3.2%
43564	1	3.2%

납사_금액
Real number (ℝ)

UNIQUE

Distinct	31
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1809448.3

Minimum	111362
Maximum	4063575
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	111362
5-th percentile	168583
Q1	955235
median	1636371
Q3	2585035
95-th percentile	3541621
Maximum	4063575
Range	3952213
Interquartile range (IQR)	1629800

Descriptive statistics

Standard deviation	1087343.9
Coefficient of variation (CV)	0.60092565
Kurtosis	-0.77392387
Mean	1809448.3
Median Absolute Deviation (MAD)	759751
Skewness	0.2437496
Sum	56092896
Variance	1.1823167 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
111362	1	3.2%
178116	1	3.2%
2855512	1	3.2%
2227762	1	3.2%
1538660	1	3.2%
2734996	1	3.2%
2985172	1	3.2%
2396122	1	3.2%
2178495	1	3.2%
2591520	1	3.2%
Other values (21)	21	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
111362	1	3.2%
159050	1	3.2%
178116	1	3.2%
392564	1	3.2%
652532	1	3.2%
719461	1	3.2%
877748	1	3.2%
934070	1	3.2%
976400	1	3.2%
1166133	1	3.2%

Value	Count	Frequency (%)
4063575	1	3.2%
3669046	1	3.2%
3414196	1	3.2%
3386785	1	3.2%
2985172	1	3.2%
2855512	1	3.2%
2734996	1	3.2%
2591520	1	3.2%
2578550	1	3.2%
2396122	1	3.2%

납사_단가
Real number (ℝ)

Distinct	30
Distinct (%)	96.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	52.274839

Minimum	16.04
Maximum	104
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	16.04
5-th percentile	17.32
Q1	24.855
median	53.76
Q3	74.39
95-th percentile	103
Maximum	104
Range	87.96
Interquartile range (IQR)	49.535

Descriptive statistics

Standard deviation	29.323183
Coefficient of variation (CV)	0.56094258
Kurtosis	-1.1465691
Mean	52.274839
Median Absolute Deviation (MAD)	27.64
Skewness	0.38712366
Sum	1620.52
Variance	859.84906
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
103.0	2	6.5%
20.51	1	3.2%
90.8	1	3.2%
84.12	1	3.2%
71.4	1	3.2%
41.95	1	3.2%
57.72	1	3.2%
68.52	1	3.2%
54.22	1	3.2%
43.78	1	3.2%
Other values (20)	20	64.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
16.04	1	3.2%
17.25	1	3.2%
17.39	1	3.2%
18.4	1	3.2%
20.21	1	3.2%
20.51	1	3.2%
21.21	1	3.2%
23.76	1	3.2%
25.95	1	3.2%
26.12	1	3.2%

Value	Count	Frequency (%)
104.0	1	3.2%
103.0	2	6.5%
95.77	1	3.2%
90.8	1	3.2%
84.12	1	3.2%
80.3	1	3.2%
77.38	1	3.2%
71.4	1	3.2%
68.52	1	3.2%
63.47	1	3.2%

용제_물량
Real number (ℝ)

MISSING

Distinct	22
Distinct (%)	100.0%
Missing	9
Missing (%)	29.0%
Infinite	0
Infinite (%)	0.0%
Mean	647.34273

Minimum	0.17
Maximum	2018
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	0.17
5-th percentile	0.585
Q1	15.4675
median	318
Q3	1198.75
95-th percentile	1740.7
Maximum	2018
Range	2017.83
Interquartile range (IQR)	1183.2825

Descriptive statistics

Standard deviation	689.89067
Coefficient of variation (CV)	1.0657271
Kurtosis	-1.3115063
Mean	647.34273
Median Absolute Deviation (MAD)	317.815
Skewness	0.4793463
Sum	14241.54
Variance	475949.14
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
952.0	1	3.2%
1102.0	1	3.2%
1383.0	1	3.2%
2018.0	1	3.2%
1260.0	1	3.2%
1412.0	1	3.2%
1758.0	1	3.2%
1170.0	1	3.2%
1206.0	1	3.2%
1177.0	1	3.2%
Other values (12)	12	38.7%
(Missing)	9	29.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.17	1	3.2%
0.2	1	3.2%
7.9	1	3.2%
8.21	1	3.2%
8.38	1	3.2%
14.8	1	3.2%
17.47	1	3.2%
28.01	1	3.2%
30.21	1	3.2%
52.19	1	3.2%

Value	Count	Frequency (%)
2018.0	1	3.2%
1758.0	1	3.2%
1412.0	1	3.2%
1383.0	1	3.2%
1260.0	1	3.2%
1206.0	1	3.2%
1177.0	1	3.2%
1170.0	1	3.2%
1102.0	1	3.2%
952.0	1	3.2%

용제_금액
Real number (ℝ)

MISSING

Distinct	22
Distinct (%)	100.0%
Missing	9
Missing (%)	29.0%
Infinite	0
Infinite (%)	0.0%
Mean	62620.02

Minimum	12.08
Maximum	154895
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	12.08
5-th percentile	27.1015
Q1	392.25
median	45581.5
Q3	131008
95-th percentile	151748.3
Maximum	154895
Range	154882.92
Interquartile range (IQR)	130615.75

Descriptive statistics

Standard deviation	64567.881
Coefficient of variation (CV)	1.031106
Kurtosis	-1.8620018
Mean	62620.02
Median Absolute Deviation (MAD)	45484.815
Skewness	0.24898086
Sum	1377640.5
Variance	4.1690113 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
131009.0	1	3.2%
152277.0	1	3.2%
131005.0	1	3.2%
132270.0	1	3.2%
123707.0	1	3.2%
139827.0	1	3.2%
141703.0	1	3.2%
80330.0	1	3.2%
94538.0	1	3.2%
154895.0	1	3.2%
Other values (12)	12	38.7%
(Missing)	9	29.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12.08	1	3.2%
19.37	1	3.2%
174.0	1	3.2%
270.0	1	3.2%
294.0	1	3.2%
318.0	1	3.2%
615.0	1	3.2%
687.0	1	3.2%
1120.0	1	3.2%
1407.0	1	3.2%

Value	Count	Frequency (%)
154895.0	1	3.2%
152277.0	1	3.2%
141703.0	1	3.2%
139827.0	1	3.2%
132270.0	1	3.2%
131009.0	1	3.2%
131005.0	1	3.2%
123707.0	1	3.2%
94538.0	1	3.2%
80330.0	1	3.2%

용제_단가
Real number (ℝ)

MISSING

Distinct	21
Distinct (%)	95.5%
Missing	9
Missing (%)	29.0%
Infinite	0
Infinite (%)	0.0%
Mean	78.162727

Minimum	16.84
Maximum	151
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	16.84
5-th percentile	20.7665
Q1	36.2875
median	79.485
Q3	98.8
95-th percentile	138.95
Maximum	151
Range	134.16
Interquartile range (IQR)	62.5125

Descriptive statistics

Standard deviation	43.969494
Coefficient of variation (CV)	0.56253787
Kurtosis	-1.1517224
Mean	78.162727
Median Absolute Deviation (MAD)	39.77
Skewness	0.083180948
Sum	1719.58
Variance	1933.3164
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
138.0	2	6.5%
21.46	1	3.2%
94.76	1	3.2%
65.53	1	3.2%
98.17	1	3.2%
99.01	1	3.2%
80.59	1	3.2%
68.63	1	3.2%
78.38	1	3.2%
132.0	1	3.2%
Other values (11)	11	35.5%
(Missing)	9	29.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
16.84	1	3.2%
20.73	1	3.2%
21.46	1	3.2%
21.47	1	3.2%
21.97	1	3.2%
32.86	1	3.2%
46.57	1	3.2%
65.53	1	3.2%
68.63	1	3.2%
70.97	1	3.2%

Value	Count	Frequency (%)
151.0	1	3.2%
139.0	1	3.2%
138.0	2	6.5%
132.0	1	3.2%
99.01	1	3.2%
98.17	1	3.2%
96.61	1	3.2%
94.76	1	3.2%
87.03	1	3.2%
80.59	1	3.2%

항공유_물량
Real number (ℝ)

UNIQUE

Distinct	31
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	61222.968

Minimum	4698
Maximum	121203
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	4698
5-th percentile	6559.5
Q1	34063
median	65465
Q3	87653
95-th percentile	115133.5
Maximum	121203
Range	116505
Interquartile range (IQR)	53590

Descriptive statistics

Standard deviation	35717.469
Coefficient of variation (CV)	0.58339983
Kurtosis	-1.1264129
Mean	61222.968
Median Absolute Deviation (MAD)	26074
Skewness	-0.013026513
Sum	1897912
Variance	1.2757376 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
7543	1	3.2%
5576	1	3.2%
85772	1	3.2%
65465	1	3.2%
82248	1	3.2%
114850	1	3.2%
115417	1	3.2%
121203	1	3.2%
111378	1	3.2%
107272	1	3.2%
Other values (21)	21	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4698	1	3.2%
5576	1	3.2%
7543	1	3.2%
12295	1	3.2%
17878	1	3.2%
18365	1	3.2%
27658	1	3.2%
30451	1	3.2%
37675	1	3.2%
39500	1	3.2%

Value	Count	Frequency (%)
121203	1	3.2%
115417	1	3.2%
114850	1	3.2%
111378	1	3.2%
107272	1	3.2%
93840	1	3.2%
91539	1	3.2%
89534	1	3.2%
85772	1	3.2%
82248	1	3.2%

항공유_금액
Real number (ℝ)

UNIQUE

Distinct	31
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4778136.1

Minimum	102408
Maximum	11569519
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	102408
5-th percentile	164454.5
Q1	781802.5
median	4860440
Q3	8359936
95-th percentile	11025541
Maximum	11569519
Range	11467111
Interquartile range (IQR)	7578133.5

Descriptive statistics

Standard deviation	4043855.8
Coefficient of variation (CV)	0.84632494
Kurtosis	-1.4039783
Mean	4778136.1
Median Absolute Deviation (MAD)	4009474
Skewness	0.3322436
Sum	1.4812222 × 10⁸
Variance	1.6352769 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
194494	1	3.2%
134415	1	3.2%
11094003	1	3.2%
4929870	1	3.2%
3659765	1	3.2%
8869914	1	3.2%
9872808	1	3.2%
7849958	1	3.2%
5876542	1	3.2%
6972668	1	3.2%
Other values (21)	21	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
102408	1	3.2%
134415	1	3.2%
194494	1	3.2%
279547	1	3.2%
468467	1	3.2%
506718	1	3.2%
649381	1	3.2%
672990	1	3.2%
890615	1	3.2%
1152979	1	3.2%

Value	Count	Frequency (%)
11569519	1	3.2%
11094003	1	3.2%
10957079	1	3.2%
10656896	1	3.2%
10238945	1	3.2%
9872808	1	3.2%
9442464	1	3.2%
8869914	1	3.2%
7849958	1	3.2%
6972668	1	3.2%

항공유_단가
Real number (ℝ)

Distinct	30
Distinct (%)	96.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	63.24

Minimum	16.18
Maximum	129
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	16.18
5-th percentile	21.565
Q1	28.255
median	64.77
Q3	85.695
95-th percentile	126
Maximum	129
Range	112.82
Interquartile range (IQR)	57.44

Descriptive statistics

Standard deviation	37.417197
Coefficient of variation (CV)	0.59166979
Kurtosis	-1.0757044
Mean	63.24
Median Absolute Deviation (MAD)	35.58
Skewness	0.48124046
Sum	1960.44
Variance	1400.0466
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
126.0	2	6.5%
25.78	1	3.2%
123.0	1	3.2%
129.0	1	3.2%
75.31	1	3.2%
44.5	1	3.2%
77.23	1	3.2%
85.54	1	3.2%
64.77	1	3.2%
52.76	1	3.2%
Other values (20)	20	64.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
16.18	1	3.2%
21.33	1	3.2%
21.8	1	3.2%
22.74	1	3.2%
24.11	1	3.2%
25.51	1	3.2%
25.78	1	3.2%
28.17	1	3.2%
28.34	1	3.2%
29.19	1	3.2%

Value	Count	Frequency (%)
129.0	1	3.2%
126.0	2	6.5%
123.0	1	3.2%
122.0	1	3.2%
114.0	1	3.2%
89.35	1	3.2%
85.85	1	3.2%
85.54	1	3.2%
81.95	1	3.2%
77.23	1	3.2%

LPG_물량
Real number (ℝ)

UNIQUE

Distinct	31
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2990.9355

Minimum	126
Maximum	13649
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	126
5-th percentile	452
Q1	881
median	1785
Q3	4034
95-th percentile	9307.5
Maximum	13649
Range	13523
Interquartile range (IQR)	3153

Descriptive statistics

Standard deviation	3146.2063
Coefficient of variation (CV)	1.0519138
Kurtosis	3.8674202
Mean	2990.9355
Median Absolute Deviation (MAD)	1109
Skewness	1.9144752
Sum	92719
Variance	9898614.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
655	1	3.2%
1336	1	3.2%
703	1	3.2%
3256	1	3.2%
6044	1	3.2%
5807	1	3.2%
4942	1	3.2%
2413	1	3.2%
1867	1	3.2%
1243	1	3.2%
Other values (21)	21	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
126	1	3.2%
372	1	3.2%
532	1	3.2%
655	1	3.2%
703	1	3.2%
714	1	3.2%
762	1	3.2%
857	1	3.2%
905	1	3.2%
911	1	3.2%

Value	Count	Frequency (%)
13649	1	3.2%
10484	1	3.2%
8131	1	3.2%
6044	1	3.2%
5807	1	3.2%
4942	1	3.2%
4820	1	3.2%
4557	1	3.2%
3511	1	3.2%
3256	1	3.2%

LPG_금액
Real number (ℝ)

UNIQUE

Distinct	31
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	93425.484

Minimum	6116
Maximum	249405
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	6116
5-th percentile	15248.5
Q1	32510
median	65564
Q3	134728
95-th percentile	239115.5
Maximum	249405
Range	243289
Interquartile range (IQR)	102218

Descriptive statistics

Standard deviation	75121.921
Coefficient of variation (CV)	0.80408383
Kurtosis	-0.39543438
Mean	93425.484
Median Absolute Deviation (MAD)	39377
Skewness	0.92230964
Sum	2896190
Variance	5.643303 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
11294	1	3.2%
20128	1	3.2%
43835	1	3.2%
178864	1	3.2%
215917	1	3.2%
235882	1	3.2%
249405	1	3.2%
105389	1	3.2%
63730	1	3.2%
55606	1	3.2%
Other values (21)	21	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6116	1	3.2%
11294	1	3.2%
19203	1	3.2%
20128	1	3.2%
26187	1	3.2%
26304	1	3.2%
27685	1	3.2%
28220	1	3.2%
36800	1	3.2%
43835	1	3.2%

Value	Count	Frequency (%)
249405	1	3.2%
242349	1	3.2%
235882	1	3.2%
215917	1	3.2%
215526	1	3.2%
178864	1	3.2%
159221	1	3.2%
148399	1	3.2%
121057	1	3.2%
105389	1	3.2%

LPG_단가
Real number (ℝ)

UNIQUE

Distinct	31
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.789677

Minimum	14.35
Maximum	83.13
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	14.35
5-th percentile	15.13
Q1	21.735
median	38.76
Q3	52.705
95-th percentile	77.93
Maximum	83.13
Range	68.78
Interquartile range (IQR)	30.97

Descriptive statistics

Standard deviation	21.085174
Coefficient of variation (CV)	0.51692427
Kurtosis	-0.85460109
Mean	40.789677
Median Absolute Deviation (MAD)	16.34
Skewness	0.51914312
Sum	1264.48
Variance	444.58457
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
17.25	1	3.2%
15.07	1	3.2%
62.38	1	3.2%
54.94	1	3.2%
35.73	1	3.2%
40.62	1	3.2%
50.47	1	3.2%
43.67	1	3.2%
34.13	1	3.2%
44.73	1	3.2%
Other values (21)	21	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14.35	1	3.2%
15.07	1	3.2%
15.19	1	3.2%
17.25	1	3.2%
17.76	1	3.2%
18.4	1	3.2%
20.33	1	3.2%
21.05	1	3.2%
22.42	1	3.2%
25.11	1	3.2%

Value	Count	Frequency (%)
83.13	1	3.2%
78.16	1	3.2%
77.7	1	3.2%
72.48	1	3.2%
70.37	1	3.2%
62.38	1	3.2%
59.91	1	3.2%
54.94	1	3.2%
50.47	1	3.2%
49.43	1	3.2%

아스팔트_물량
Real number (ℝ)

UNIQUE

Distinct	31
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11995.714

Minimum	19.13
Maximum	29689
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	19.13
5-th percentile	677.5
Q1	3251.5
median	13009
Q3	18322
95-th percentile	27682.5
Maximum	29689
Range	29669.87
Interquartile range (IQR)	15070.5

Descriptive statistics

Standard deviation	9016.0611
Coefficient of variation (CV)	0.75160688
Kurtosis	-0.97719744
Mean	11995.714
Median Absolute Deviation (MAD)	7799
Skewness	0.35780334
Sum	371867.13
Variance	81289358
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
19.13	1	3.2%
310.0	1	3.2%
13811.0	1	3.2%
14978.0	1	3.2%
19785.0	1	3.2%
20808.0	1	3.2%
24008.0	1	3.2%
29689.0	1	3.2%
28478.0	1	3.2%
26887.0	1	3.2%
Other values (21)	21	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19.13	1	3.2%
310.0	1	3.2%
1045.0	1	3.2%
1260.0	1	3.2%
1635.0	1	3.2%
2861.0	1	3.2%
2915.0	1	3.2%
3184.0	1	3.2%
3319.0	1	3.2%
3366.0	1	3.2%

Value	Count	Frequency (%)
29689.0	1	3.2%
28478.0	1	3.2%
26887.0	1	3.2%
24008.0	1	3.2%
22972.0	1	3.2%
20808.0	1	3.2%
19785.0	1	3.2%
18531.0	1	3.2%
18113.0	1	3.2%
15854.0	1	3.2%

아스팔트_금액
Real number (ℝ)

UNIQUE

Distinct	31
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	677715.87

Minimum	932
Maximum	1958250
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	932
5-th percentile	10275
Q1	63086.5
median	579313
Q3	1269236.5
95-th percentile	1579612.5
Maximum	1958250
Range	1957318
Interquartile range (IQR)	1206150

Descriptive statistics

Standard deviation	622515.27
Coefficient of variation (CV)	0.91854905
Kurtosis	-1.2761684
Mean	677715.87
Median Absolute Deviation (MAD)	534471
Skewness	0.38290967
Sum	21009192
Variance	3.8752526 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
932	1	3.2%
5316	1	3.2%
1107185	1	3.2%
953967	1	3.2%
938788	1	3.2%
1288878	1	3.2%
1408260	1	3.2%
1362524	1	3.2%
841454	1	3.2%
1387041	1	3.2%
Other values (21)	21	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
932	1	3.2%
5316	1	3.2%
15234	1	3.2%
19320	1	3.2%
24155	1	3.2%
36590	1	3.2%
44842	1	3.2%
53930	1	3.2%
72243	1	3.2%
73618	1	3.2%

Value	Count	Frequency (%)
1958250	1	3.2%
1747571	1	3.2%
1411654	1	3.2%
1408260	1	3.2%
1397807	1	3.2%
1387041	1	3.2%
1362524	1	3.2%
1288878	1	3.2%
1249595	1	3.2%
1107185	1	3.2%

아스팔트_단가
Real number (ℝ)

UNIQUE

Distinct	31
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44.768065

Minimum	12.79
Maximum	98.64
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	12.79
5-th percentile	14.675
Q1	22.215
median	44.53
Q3	60.765
95-th percentile	91.94
Maximum	98.64
Range	85.85
Interquartile range (IQR)	38.55

Descriptive statistics

Standard deviation	26.652917
Coefficient of variation (CV)	0.59535559
Kurtosis	-0.82767943
Mean	44.768065
Median Absolute Deviation (MAD)	21.41
Skewness	0.55803179
Sum	1387.81
Variance	710.37801
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
48.7	1	3.2%
17.13	1	3.2%
80.17	1	3.2%
63.69	1	3.2%
47.45	1	3.2%
61.94	1	3.2%
58.66	1	3.2%
45.89	1	3.2%
29.55	1	3.2%
51.59	1	3.2%
Other values (21)	21	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12.79	1	3.2%
14.58	1	3.2%
14.77	1	3.2%
15.33	1	3.2%
15.39	1	3.2%
16.25	1	3.2%
17.13	1	3.2%
21.46	1	3.2%
22.97	1	3.2%
23.12	1	3.2%

Value	Count	Frequency (%)
98.64	1	3.2%
96.48	1	3.2%
87.4	1	3.2%
85.25	1	3.2%
80.17	1	3.2%
76.18	1	3.2%
63.69	1	3.2%
61.94	1	3.2%
59.59	1	3.2%
58.66	1	3.2%

윤활유_물량
Real number (ℝ)

MISSING

Distinct	26
Distinct (%)	100.0%
Missing	5
Missing (%)	16.1%
Infinite	0
Infinite (%)	0.0%
Mean	12137.077

Minimum	715
Maximum	25412
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	715
5-th percentile	1376
Q1	6352
median	13943.5
Q3	16686.25
95-th percentile	22156.75
Maximum	25412
Range	24697
Interquartile range (IQR)	10334.25

Descriptive statistics

Standard deviation	6987.8086
Coefficient of variation (CV)	0.57574066
Kurtosis	-0.81895125
Mean	12137.077
Median Absolute Deviation (MAD)	4124
Skewness	-0.22293662
Sum	315564
Variance	48829469
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
13394	1	3.2%
25412	1	3.2%
23321	1	3.2%
17421	1	3.2%
15915	1	3.2%
18664	1	3.2%
16886	1	3.2%
15232	1	3.2%
16087	1	3.2%
17877	1	3.2%
Other values (16)	16	51.6%
(Missing)	5	16.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
715	1	3.2%
1331	1	3.2%
1511	1	3.2%
2541	1	3.2%
2571	1	3.2%
3560	1	3.2%
5736	1	3.2%
8200	1	3.2%
9377	1	3.2%
10439	1	3.2%

Value	Count	Frequency (%)
25412	1	3.2%
23321	1	3.2%
18664	1	3.2%
18258	1	3.2%
17877	1	3.2%
17421	1	3.2%
16886	1	3.2%
16087	1	3.2%
15915	1	3.2%
15895	1	3.2%

윤활유_금액
Real number (ℝ)

MISSING

Distinct	26
Distinct (%)	100.0%
Missing	5
Missing (%)	16.1%
Infinite	0
Infinite (%)	0.0%
Mean	1381712.8

Minimum	29104
Maximum	4340577
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	29104
5-th percentile	44784
Q1	328947.5
median	1418007
Q3	1992121
95-th percentile	3154832.5
Maximum	4340577
Range	4311473
Interquartile range (IQR)	1663173.5

Descriptive statistics

Standard deviation	1098153.6
Coefficient of variation (CV)	0.79477703
Kurtosis	0.67325177
Mean	1381712.8
Median Absolute Deviation (MAD)	865803
Skewness	0.74927175
Sum	35924534
Variance	1.2059414 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
2211247	1	3.2%
4340577	1	3.2%
3388751	1	3.2%
1335775	1	3.2%
1446116	1	3.2%
1969933	1	3.2%
1602235	1	3.2%
1198360	1	3.2%
1421826	1	3.2%
2430646	1	3.2%
Other values (16)	16	51.6%
(Missing)	5	16.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
29104	1	3.2%
42703	1	3.2%
51027	1	3.2%
117062	1	3.2%
129728	1	3.2%
157507	1	3.2%
281740	1	3.2%
470570	1	3.2%
720547	1	3.2%
1187861	1	3.2%

Value	Count	Frequency (%)
4340577	1	3.2%
3388751	1	3.2%
2453077	1	3.2%
2430646	1	3.2%
2356373	1	3.2%
2211247	1	3.2%
1999517	1	3.2%
1969933	1	3.2%
1634094	1	3.2%
1602235	1	3.2%

윤활유_단가
Real number (ℝ)

MISSING

Distinct	24
Distinct (%)	92.3%
Missing	5
Missing (%)	16.1%
Infinite	0
Infinite (%)	0.0%
Mean	94.796538

Minimum	32.08
Maximum	171
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	32.08
5-th percentile	35.5025
Q1	52.635
median	90.185
Q3	131.5
95-th percentile	162.25
Maximum	171
Range	138.92
Interquartile range (IQR)	78.865

Descriptive statistics

Standard deviation	43.448036
Coefficient of variation (CV)	0.45832936
Kurtosis	-1.1632256
Mean	94.796538
Median Absolute Deviation (MAD)	40.1
Skewness	0.20071142
Sum	2464.71
Variance	1887.7319
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
114.0	2	6.5%
154.0	2	6.5%
138.0	1	3.2%
171.0	1	3.2%
145.0	1	3.2%
76.68	1	3.2%
90.87	1	3.2%
106.0	1	3.2%
94.88	1	3.2%
78.68	1	3.2%
Other values (14)	14	45.2%
(Missing)	5	16.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
32.08	1	3.2%
33.77	1	3.2%
40.7	1	3.2%
44.24	1	3.2%
45.53	1	3.2%
49.12	1	3.2%
51.05	1	3.2%
57.39	1	3.2%
76.68	1	3.2%
76.84	1	3.2%

Value	Count	Frequency (%)
171.0	1	3.2%
165.0	1	3.2%
154.0	2	6.5%
145.0	1	3.2%
138.0	1	3.2%
136.0	1	3.2%
118.0	1	3.2%
114.0	2	6.5%
106.0	1	3.2%
94.88	1	3.2%

기타제품_물량
Real number (ℝ)

MISSING

Distinct	26
Distinct (%)	100.0%
Missing	5
Missing (%)	16.1%
Infinite	0
Infinite (%)	0.0%
Mean	6250.6154

Minimum	1204
Maximum	14620
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	1204
5-th percentile	1710.75
Q1	2268.75
median	3362.5
Q3	10780
95-th percentile	12889.5
Maximum	14620
Range	13416
Interquartile range (IQR)	8511.25

Descriptive statistics

Standard deviation	4613.6996
Coefficient of variation (CV)	0.73811927
Kurtosis	-1.6005315
Mean	6250.6154
Median Absolute Deviation (MAD)	1918.5
Skewness	0.41479466
Sum	162516
Variance	21286224
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
6754	1	3.2%
14620	1	3.2%
11007	1	3.2%
10429	1	3.2%
11311	1	3.2%
12074	1	3.2%
12675	1	3.2%
12961	1	3.2%
10864	1	3.2%
10528	1	3.2%
Other values (16)	16	51.6%
(Missing)	5	16.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1204	1	3.2%
1684	1	3.2%
1791	1	3.2%
1931	1	3.2%
2086	1	3.2%
2122	1	3.2%
2258	1	3.2%
2301	1	3.2%
2328	1	3.2%
2339	1	3.2%

Value	Count	Frequency (%)
14620	1	3.2%
12961	1	3.2%
12675	1	3.2%
12074	1	3.2%
11311	1	3.2%
11007	1	3.2%
10864	1	3.2%
10528	1	3.2%
10429	1	3.2%
8898	1	3.2%

기타제품_금액
Real number (ℝ)

MISSING

Distinct	26
Distinct (%)	100.0%
Missing	5
Missing (%)	16.1%
Infinite	0
Infinite (%)	0.0%
Mean	363527.35

Minimum	21366
Maximum	1126711
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	21366
5-th percentile	30997.5
Q1	64115.75
median	159370.5
Q3	660842.5
95-th percentile	839114
Maximum	1126711
Range	1105345
Interquartile range (IQR)	596726.75

Descriptive statistics

Standard deviation	336556.15
Coefficient of variation (CV)	0.92580696
Kurtosis	-0.98482311
Mean	363527.35
Median Absolute Deviation (MAD)	133497.5
Skewness	0.58561353
Sum	9451711
Variance	1.1327004 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
609739	1	3.2%
1126711	1	3.2%
754693	1	3.2%
435957	1	3.2%
615073	1	3.2%
810635	1	3.2%
676099	1	3.2%
502176	1	3.2%
530739	1	3.2%
848607	1	3.2%
Other values (16)	16	51.6%
(Missing)	5	16.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21366	1	3.2%
30380	1	3.2%
32850	1	3.2%
37326	1	3.2%
44797	1	3.2%
47907	1	3.2%
54209	1	3.2%
93836	1	3.2%
95498	1	3.2%
106371	1	3.2%

Value	Count	Frequency (%)
1126711	1	3.2%
848607	1	3.2%
810635	1	3.2%
754693	1	3.2%
722276	1	3.2%
690053	1	3.2%
676099	1	3.2%
615073	1	3.2%
609739	1	3.2%
530739	1	3.2%

기타제품_단가
Real number (ℝ)

MISSING

Distinct	26
Distinct (%)	100.0%
Missing	5
Missing (%)	16.1%
Infinite	0
Infinite (%)	0.0%
Mean	48.145385

Minimum	12.99
Maximum	90.28
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	12.99
5-th percentile	17.1925
Q1	28.6575
median	47.95
Q3	64.2075
95-th percentile	84.5975
Maximum	90.28
Range	77.29
Interquartile range (IQR)	35.55

Descriptive statistics

Standard deviation	22.764183
Coefficient of variation (CV)	0.47282171
Kurtosis	-0.91521455
Mean	48.145385
Median Absolute Deviation (MAD)	19.905
Skewness	0.21395457
Sum	1251.78
Variance	518.20803
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
90.28	1	3.2%
77.07	1	3.2%
68.57	1	3.2%
41.8	1	3.2%
54.38	1	3.2%
67.14	1	3.2%
53.34	1	3.2%
38.75	1	3.2%
48.85	1	3.2%
80.6	1	3.2%
Other values (16)	16	51.6%
(Missing)	5	16.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12.99	1	3.2%
17.01	1	3.2%
17.74	1	3.2%
19.84	1	3.2%
22.17	1	3.2%
23.56	1	3.2%
26.75	1	3.2%
34.38	1	3.2%
38.75	1	3.2%
41.02	1	3.2%

Value	Count	Frequency (%)
90.28	1	3.2%
85.93	1	3.2%
80.6	1	3.2%
77.55	1	3.2%
77.07	1	3.2%
68.57	1	3.2%
67.14	1	3.2%
55.41	1	3.2%
54.39	1	3.2%
54.38	1	3.2%

부생연료유_물량
Real number (ℝ)

MISSING

Distinct	15
Distinct (%)	100.0%
Missing	16
Missing (%)	51.6%
Infinite	0
Infinite (%)	0.0%
Mean	372.4

Minimum	144
Maximum	605
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	144
5-th percentile	225.2
Q1	308
median	345
Q3	428
95-th percentile	544.1
Maximum	605
Range	461
Interquartile range (IQR)	120

Descriptive statistics

Standard deviation	116.78478
Coefficient of variation (CV)	0.31360039
Kurtosis	0.24358918
Mean	372.4
Median Absolute Deviation (MAD)	73
Skewness	0.18720297
Sum	5586
Variance	13638.686
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
144	1	3.2%
419	1	3.2%
319	1	3.2%
272	1	3.2%
345	1	3.2%
385	1	3.2%
437	1	3.2%
317	1	3.2%
518	1	3.2%
510	1	3.2%
Other values (5)	5	16.1%
(Missing)	16	51.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
144	1	3.2%
260	1	3.2%
272	1	3.2%
299	1	3.2%
317	1	3.2%
319	1	3.2%
338	1	3.2%
345	1	3.2%
385	1	3.2%
418	1	3.2%

Value	Count	Frequency (%)
605	1	3.2%
518	1	3.2%
510	1	3.2%
437	1	3.2%
419	1	3.2%
418	1	3.2%
385	1	3.2%
345	1	3.2%
338	1	3.2%
319	1	3.2%

부생연료유_금액
Real number (ℝ)

MISSING

Distinct	15
Distinct (%)	100.0%
Missing	16
Missing (%)	51.6%
Infinite	0
Infinite (%)	0.0%
Mean	34438.867

Minimum	16085
Maximum	55948
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	16085
5-th percentile	20740
Q1	26263
median	31662
Q3	42547.5
95-th percentile	52656.6
Maximum	55948
Range	39863
Interquartile range (IQR)	16284.5

Descriptive statistics

Standard deviation	11393.056
Coefficient of variation (CV)	0.33081972
Kurtosis	-0.59427005
Mean	34438.867
Median Absolute Deviation (MAD)	6374
Skewness	0.46239851
Sum	516583
Variance	1.2980173 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
16085	1	3.2%
31662	1	3.2%
30877	1	3.2%
36841	1	3.2%
46090	1	3.2%
51246	1	3.2%
55948	1	3.2%
25288	1	3.2%
33564	1	3.2%
39005	1	3.2%
Other values (5)	5	16.1%
(Missing)	16	51.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
16085	1	3.2%
22735	1	3.2%
25288	1	3.2%
25911	1	3.2%
26615	1	3.2%
27871	1	3.2%
30877	1	3.2%
31662	1	3.2%
33564	1	3.2%
36841	1	3.2%

Value	Count	Frequency (%)
55948	1	3.2%
51246	1	3.2%
46845	1	3.2%
46090	1	3.2%
39005	1	3.2%
36841	1	3.2%
33564	1	3.2%
31662	1	3.2%
30877	1	3.2%
27871	1	3.2%

부생연료유_단가
Real number (ℝ)

MISSING

Distinct	15
Distinct (%)	100.0%
Missing	16
Missing (%)	51.6%
Infinite	0
Infinite (%)	0.0%
Mean	95.909333

Minimum	54.39
Maximum	135
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	54.39
5-th percentile	61.698
Q1	76.985
median	86.73
Q3	120
95-th percentile	134.3
Maximum	135
Range	80.61
Interquartile range (IQR)	43.015

Descriptive statistics

Standard deviation	26.764477
Coefficient of variation (CV)	0.27906019
Kurtosis	-1.219933
Mean	95.909333
Median Absolute Deviation (MAD)	15.27
Skewness	0.31130716
Sum	1438.64
Variance	716.33724
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
112.0	1	3.2%
75.54	1	3.2%
96.94	1	3.2%
135.0	1	3.2%
134.0	1	3.2%
133.0	1	3.2%
128.0	1	3.2%
79.71	1	3.2%
64.83	1	3.2%
76.48	1	3.2%
Other values (5)	5	16.1%
(Missing)	16	51.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
54.39	1	3.2%
64.83	1	3.2%
75.54	1	3.2%
76.48	1	3.2%
77.49	1	3.2%
79.71	1	3.2%
82.53	1	3.2%
86.73	1	3.2%
96.94	1	3.2%
102.0	1	3.2%

Value	Count	Frequency (%)
135.0	1	3.2%
134.0	1	3.2%
133.0	1	3.2%
128.0	1	3.2%
112.0	1	3.2%
102.0	1	3.2%
96.94	1	3.2%
86.73	1	3.2%
82.53	1	3.2%
79.71	1	3.2%

합계_물량
Real number (ℝ)

UNIQUE

Distinct	31
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	328387.78

Minimum	89994.38
Maximum	531564
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	89994.38
5-th percentile	97572.975
Q1	237315.1
median	306294.21
Q3	447691.5
95-th percentile	515605
Maximum	531564
Range	441569.62
Interquartile range (IQR)	210376.4

Descriptive statistics

Standard deviation	135840.02
Coefficient of variation (CV)	0.41365735
Kurtosis	-1.0075102
Mean	328387.78
Median Absolute Deviation (MAD)	122995.3
Skewness	-0.20252172
Sum	10180021
Variance	1.8452511 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
91653.74	1	3.2%
103492.21	1	3.2%
497019.37	1	3.2%
446561.0	1	3.2%
468529.0	1	3.2%
522098.0	1	3.2%
531564.0	1	3.2%
509112.0	1	3.2%
487716.0	1	3.2%
477424.0	1	3.2%
Other values (21)	21	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
89994.38	1	3.2%
91653.74	1	3.2%
103492.21	1	3.2%
120399.0	1	3.2%
155662.0	1	3.2%
209078.17	1	3.2%
228565.0	1	3.2%
235505.21	1	3.2%
239125.0	1	3.2%
262645.2	1	3.2%

Value	Count	Frequency (%)
531564.0	1	3.2%
522098.0	1	3.2%
509112.0	1	3.2%
497019.37	1	3.2%
487716.0	1	3.2%
477424.0	1	3.2%
468529.0	1	3.2%
448822.0	1	3.2%
446561.0	1	3.2%
440896.0	1	3.2%

합계_금액
Real number (ℝ)

UNIQUE

Distinct	31
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22750336

Minimum	1510497
Maximum	60938093
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	1510497
5-th percentile	1731717.6
Q1	5978736
median	22570876
Q3	36442229
95-th percentile	52113276
Maximum	60938093
Range	59427596
Interquartile range (IQR)	30463493

Descriptive statistics

Standard deviation	18266326
Coefficient of variation (CV)	0.80290358
Kurtosis	-0.99962746
Mean	22750336
Median Absolute Deviation (MAD)	15930440
Skewness	0.49479534
Sum	7.0526041 × 10⁸
Variance	3.3365866 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
1689563.19	1	3.2%
1773872.0	1	3.2%
60938093.0	1	3.2%
35917500.0	1	3.2%
22902981.0	1	3.2%
38132363.0	1	3.2%
43014531.0	1	3.2%
32501798.0	1	3.2%
24440310.0	1	3.2%
30065283.0	1	3.2%
Other values (21)	21	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1510497.0	1	3.2%
1689563.19	1	3.2%
1773872.0	1	3.2%
2255148.0	1	3.2%
3601926.0	1	3.2%
4390297.0	1	3.2%
5116572.0	1	3.2%
5537522.0	1	3.2%
6419950.0	1	3.2%
6640436.08	1	3.2%

Value	Count	Frequency (%)
60938093.0	1	3.2%
53724936.0	1	3.2%
50501615.0	1	3.2%
49084930.0	1	3.2%
48988373.0	1	3.2%
43014531.0	1	3.2%
38132363.0	1	3.2%
36966958.0	1	3.2%
35917500.0	1	3.2%
32501798.0	1	3.2%

합계_단가
Real number (ℝ)

UNIQUE

Distinct	31
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59.274516

Minimum	14.91
Maximum	122.61
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	411.0 B

Quantile statistics

Minimum	14.91
5-th percentile	16.96
Q1	24.705
median	58.49
Q3	80.675
95-th percentile	121
Maximum	122.61
Range	107.7
Interquartile range (IQR)	55.97

Descriptive statistics

Standard deviation	36.590234
Coefficient of variation (CV)	0.61730126
Kurtosis	-1.1153644
Mean	59.274516
Median Absolute Deviation (MAD)	31.64
Skewness	0.42738246
Sum	1837.51
Variance	1338.8452
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
18.43	1	3.2%
17.14	1	3.2%
122.61	1	3.2%
80.43	1	3.2%
48.88	1	3.2%
73.04	1	3.2%
80.92	1	3.2%
63.84	1	3.2%
50.11	1	3.2%
62.97	1	3.2%
Other values (21)	21	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14.91	1	3.2%
16.78	1	3.2%
17.14	1	3.2%
18.43	1	3.2%
18.73	1	3.2%
18.89	1	3.2%
22.39	1	3.2%
23.14	1	3.2%
26.27	1	3.2%
26.85	1	3.2%

Value	Count	Frequency (%)
122.61	1	3.2%
122.0	1	3.2%
120.0	1	3.2%
118.0	1	3.2%
111.0	1	3.2%
109.0	1	3.2%
87.48	1	3.2%
80.92	1	3.2%
80.43	1	3.2%
80.28	1	3.2%

First rows
Last rows

	년	휘발유_물량	휘발유_금액	휘발유_단가	등유_물량	등유_금액	등유_단가	경유_물량	경유_금액	경유_단가	경질중유_물량	경질중유_금액	경질중유_단가	벙커C유_물량	벙커C유_금액	벙커C유_단가	납사_물량	납사_금액	납사_단가	용제_물량	용제_금액	용제_단가	항공유_물량	항공유_금액	항공유_단가	LPG_물량	LPG_금액	LPG_단가	아스팔트_물량	아스팔트_금액	아스팔트_단가	윤활유_물량	윤활유_금액	윤활유_단가	기타제품_물량	기타제품_금액	기타제품_단가	부생연료유_물량	부생연료유_금액	부생연료유_단가	합계_물량	합계_금액	합계_단가
0	1992	119	4517	37.97	3.21	104	32.38	27124	692680	25.54	3.21	79.19	24.68	50705	672981	13.27	5430	111362	20.51	52.19	1120.0	21.47	7543	194494	25.78	655	11294	17.25	19.13	932	48.7	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	91653.74	1689563.19	18.43
1	1993	520	14429	27.73	5.41	181	33.48	35709	856208	23.98	<NA>	<NA>	<NA>	49693	564761	11.37	10328	178116	17.25	14.8	318.0	21.46	5576	134415	24.11	1336	20128	15.07	310.0	5316	17.13	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	103492.21	1773872.0	17.14
2	1994	437	10668	24.43	462.0	10948	23.7	32776	685446	20.91	<NA>	<NA>	<NA>	40082	507366	12.66	9148	159050	17.39	8.38	174.0	20.73	4698	102408	21.8	1338	19203	14.35	1045.0	15234	14.58	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	89994.38	1510497.0	16.78
3	1995	343	9318	27.17	561.0	13291	23.7	41781	906663	21.7	<NA>	<NA>	<NA>	39911	580870	14.55	21337	392564	18.4	<NA>	<NA>	<NA>	12295	279547	22.74	2911	53575	18.4	1260.0	19320	15.33	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	120399.0	2255148.0	18.73
4	1996	2436	57056	23.42	2910.0	88967	30.57	53446	1474333	27.59	1584.0	37337.0	23.57	41491	689431	16.62	30771	652532	21.21	<NA>	<NA>	<NA>	17878	506718	28.34	3511	71397	20.33	1635.0	24155	14.77	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	155662.0	3601926.0	23.14
5	1997	10031	249542	24.88	10247.0	258934	25.27	92943	2263632	24.36	791.0	15922.0	20.13	49451	782016	15.81	36942	877748	23.76	<NA>	<NA>	<NA>	18365	468467	25.51	4557	95911	21.05	3319.0	53930	16.25	715	29104	40.7	1204	21366	17.74	<NA>	<NA>	<NA>	228565.0	5116572.0	22.39
6	1998	15253	270821	17.76	6942.0	120883	17.41	108590	1675668	15.43	<NA>	<NA>	<NA>	60240	661286	10.98	44848	719461	16.04	17.47	294.0	16.84	41583	672990	16.18	10484	159221	15.19	2861.0	36590	12.79	1331	42703	32.08	2339	30380	12.99	<NA>	<NA>	<NA>	294488.47	4390297.0	14.91
7	1999	10799	245329	22.72	14966.0	354162	23.66	87969	1682911	19.13	<NA>	<NA>	<NA>	82375	1288039	15.64	46218	934070	20.21	28.01	615.0	21.97	30451	649381	21.33	13649	242349	17.76	2915.0	44842	15.39	1511	51027	33.77	2258	44797	19.84	<NA>	<NA>	<NA>	293139.01	5537522.0	18.89
8	2000	14869	482163	32.43	19874.0	690045	34.72	96675	3196520	33.06	<NA>	<NA>	<NA>	72157	1747006	24.21	48849	1460308	29.89	8.21	270.0	32.86	37675	1310037	34.77	8131	215526	26.51	3184.0	73618	23.12	2571	117062	45.53	2301	54209	23.56	<NA>	<NA>	<NA>	306294.21	9346764.0	30.52
9	2001	16166	460557	28.49	18006.0	555225	30.84	90440	2486126	27.49	<NA>	<NA>	<NA>	67011	1400819	20.9	51228	1338308	26.12	<NA>	<NA>	<NA>	39500	1152979	29.19	4820	121057	25.11	3366.0	72243	21.46	2541	129728	51.05	1931	32850	17.01	<NA>	<NA>	<NA>	295009.0	7749892.0	26.27

	년	휘발유_물량	휘발유_금액	휘발유_단가	등유_물량	등유_금액	등유_단가	경유_물량	경유_금액	경유_단가	경질중유_물량	경질중유_금액	경질중유_단가	벙커C유_물량	벙커C유_금액	벙커C유_단가	납사_물량	납사_금액	납사_단가	용제_물량	용제_금액	용제_단가	항공유_물량	항공유_금액	항공유_단가	LPG_물량	LPG_금액	LPG_단가	아스팔트_물량	아스팔트_금액	아스팔트_단가	윤활유_물량	윤활유_금액	윤활유_단가	기타제품_물량	기타제품_금액	기타제품_단가	부생연료유_물량	부생연료유_금액	부생연료유_단가	합계_물량	합계_금액	합계_단가
21	2013	64013	7523154	118.0	6685.0	887214	133.0	163759	20122182	123.0	7.51	887.0	118.0	22041	2261507	103.0	39552	4063575	103.0	952.0	131009.0	138.0	89534	10957079	122.0	857	66621	77.7	18113.0	1747571	96.48	14493	1999517	138.0	8898	690053	77.55	385	51246	133.0	429289.51	50501615.0	118.0
22	2014	73327	7975559	109.0	4438.0	477394	108.0	174142	19640530	113.0	322.0	33329.0	103.0	13051	1264169	96.87	35363	3386785	95.77	1177.0	154895.0	132.0	93840	10656896	114.0	1348	105365	78.16	22972.0	1958250	85.25	17877	2430646	136.0	10528	848607	80.6	437	55948	128.0	448822.0	48988373.0	109.0
23	2015	79293	5298409	66.82	3769.0	253819	67.34	171999	10904146	63.4	567.0	26061.0	46.0	10081	503622	49.96	47839	2591520	54.17	1206.0	94538.0	78.38	107272	6972668	65.0	1243	55606	44.73	26887.0	1387041	51.59	16087	1421826	88.38	10864	530739	48.85	317	25288	79.71	477424.0	30065283.0	62.97
24	2016	76258	4111308	53.91	2065.0	111345	53.93	175032	8887957	50.78	485.0	19361.0	39.89	12509	535688	42.82	49763	2178495	43.78	1170.0	80330.0	68.63	111378	5876542	52.76	1867	63730	34.13	28478.0	841454	29.55	15232	1198360	78.68	12961	502176	38.75	518	33564	64.83	487716.0	24440310.0	50.11
25	2017	82217	5530157	67.26	5227.0	370355	70.85	176154	11518630	65.39	362.0	19742.0	54.61	15824	889879	56.23	44194	2396122	54.22	1758.0	141703.0	80.59	121203	7849958	64.77	2413	105389	43.67	29689.0	1362524	45.89	16886	1602235	94.88	12675	676099	53.34	510	39005	76.48	509112.0	32501798.0	63.84
26	2018	87895	6976892	79.38	6530.0	549066	84.08	190712	16142431	84.64	175.0	13199.0	75.59	25872	1870992	72.32	43564	2985172	68.52	1412.0	139827.0	99.01	115417	9872808	85.54	4942	249405	50.47	24008.0	1408260	58.66	18664	1969933	106.0	12074	810635	67.14	299	25911	86.73	531564.0	43014531.0	80.92
27	2019	87872	6214884	70.73	4171.0	320591	76.85	195231	15145076	77.58	225.0	16617.0	73.97	16928	1092758	64.55	47382	2734996	57.72	1260.0	123707.0	98.17	114850	8869914	77.23	5807	235882	40.62	20808.0	1288878	61.94	15915	1446116	90.87	11311	615073	54.38	338	27871	82.53	522098.0	38132363.0	73.04
28	2020	74147	3564977	48.08	6397.0	326489	51.04	200099	10210605	51.03	195.0	9783.0	50.07	12648	511262	40.42	36680	1538660	41.95	2018.0	132270.0	65.53	82248	3659765	44.5	6044	215917	35.73	19785.0	938788	47.45	17421	1335775	76.68	10429	435957	41.8	418	22735	54.39	468529.0	22902981.0	48.88
29	2021	98370	7988702	81.21	7878.0	603748	76.64	180871	14077541	77.83	339.0	29534.0	87.04	7885	606218	76.88	31203	2227762	71.4	1383.0	131005.0	94.76	65465	4929870	75.31	3256	178864	54.94	14978.0	953967	63.69	23321	3388751	145.0	11007	754693	68.57	605	46845	77.49	446561.0	35917500.0	80.43
30	2022	100335	11318736	113.0	5014.0	567863	113.0	203530	27017438	133.0	31.37	4355.0	139.0	12485	1282986	103.0	33944	2855512	84.12	1102.0	152277.0	138.0	85772	11094003	129.0	703	43835	62.38	13811.0	1107185	80.17	25412	4340577	171.0	14620	1126711	77.07	260	26615	102.0	497019.37	60938093.0	122.61

Overview

Variables

Sample