gimi9 Pandas Profiling

Dataset statistics

Number of variables	14
Number of observations	22
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.8 KiB
Average record size in memory	132.0 B

Variable types

Numeric	14

Dataset

Description	에너지수급 현황은 연간통계로서 우리나라에서 수입, 생산하여 공급된 에너지(1차에너지)와 에너지 형태로의 전환과정을 거쳐 최종적으로 소비자 단계에서 소비되는 에너지(최종에너지) 현황을 보여줌 2021년 데이터 이후 에너지밸런스를 변경하면서 일부 에너지제품의 분류가 변경되었습니다. (1)석유의 경우 기존의 밸런스에서는 석유제품의 정제생산을 일차에너지공급에 포함시켰으나 개정밸런스에서는 이를 전환부분으로 옮기면서 과거에 세 개의 제품으로 분류(에너지유, 비에너지유,LPG로의 구분)하였던 석유를 하나의 제품으로 변경하였습니다. (2) 과거에는 일차에너지공급에 열이 포함되지 않았으나 개정밸런스에서는 화학반응 열로 생산된 열이 일차에너지공급에 포함되면서 새롭게 추가 되었습니다.
URL	https://www.data.go.kr/data/15051140/fileData.do

Alerts

`연도` is highly overall correlated with `일차에너지공급석탄_소계` and 9 other fields	High correlation
`일차에너지공급석탄_소계` is highly overall correlated with `연도` and 10 other fields	High correlation
`일차에너지공급석탄_유연탄및기타` is highly overall correlated with `연도` and 10 other fields	High correlation
`일차에너지공급천연가스` is highly overall correlated with `연도` and 9 other fields	High correlation
`일차에너지공급석유` is highly overall correlated with `연도` and 10 other fields	High correlation
`일차에너지공급신재생및기타` is highly overall correlated with `연도` and 9 other fields	High correlation
`일차에너지공급수력` is highly overall correlated with `일차에너지공급석탄_소계` and 3 other fields	High correlation
`일차에너지공급열` is highly overall correlated with `연도` and 9 other fields	High correlation
`최종소비_산업` is highly overall correlated with `연도` and 10 other fields	High correlation
`최종소비_수송` is highly overall correlated with `연도` and 9 other fields	High correlation
`최종소비_가정` is highly overall correlated with `연도` and 9 other fields	High correlation
`최종소비_상업-공공` is highly overall correlated with `연도` and 9 other fields	High correlation
`연도` has unique values	Unique
`일차에너지공급석탄_소계` has unique values	Unique
`일차에너지공급석탄_무연탄` has unique values	Unique
`일차에너지공급석탄_유연탄및기타` has unique values	Unique
`일차에너지공급천연가스` has unique values	Unique
`일차에너지공급석유` has unique values	Unique
`일차에너지공급신재생및기타` has unique values	Unique
`일차에너지공급원자력` has unique values	Unique
`일차에너지공급수력` has unique values	Unique
`최종소비_산업` has unique values	Unique
`최종소비_수송` has unique values	Unique
`최종소비_가정` has unique values	Unique
`최종소비_상업-공공` has unique values	Unique

Reproduction

Analysis started	2023-12-12 18:11:42.574517
Analysis finished	2023-12-12 18:12:04.114068
Duration	21.54 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

연도
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	22
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2010.5

Minimum	2000
Maximum	2021
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	2000
5-th percentile	2001.05
Q1	2005.25
median	2010.5
Q3	2015.75
95-th percentile	2019.95
Maximum	2021
Range	21
Interquartile range (IQR)	10.5

Descriptive statistics

Standard deviation	6.4935866
Coefficient of variation (CV)	0.0032298366
Kurtosis	-1.2
Mean	2010.5
Median Absolute Deviation (MAD)	5.5
Skewness	0
Sum	44231
Variance	42.166667
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
2000	1	4.5%
2012	1	4.5%
2021	1	4.5%
2020	1	4.5%
2019	1	4.5%
2018	1	4.5%
2017	1	4.5%
2016	1	4.5%
2015	1	4.5%
2014	1	4.5%
Other values (12)	12	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2000	1	4.5%
2001	1	4.5%
2002	1	4.5%
2003	1	4.5%
2004	1	4.5%
2005	1	4.5%
2006	1	4.5%
2007	1	4.5%
2008	1	4.5%
2009	1	4.5%

Value	Count	Frequency (%)
2021	1	4.5%
2020	1	4.5%
2019	1	4.5%
2018	1	4.5%
2017	1	4.5%
2016	1	4.5%
2015	1	4.5%
2014	1	4.5%
2013	1	4.5%
2012	1	4.5%

일차에너지공급석탄_소계
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	22
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	69210.773

Minimum	43143
Maximum	90965
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	43143
5-th percentile	45945.45
Q1	53321.5
median	75995.5
Q3	82669.5
95-th percentile	89549.1
Maximum	90965
Range	47822
Interquartile range (IQR)	29348

Descriptive statistics

Standard deviation	15913.273
Coefficient of variation (CV)	0.2299248
Kurtosis	-1.5000995
Mean	69210.773
Median Absolute Deviation (MAD)	10061.5
Skewness	-0.32285035
Sum	1522637
Variance	2.5323225 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
43143	1	4.5%
79059	1	4.5%
76968	1	4.5%
75983	1	4.5%
85048	1	4.5%
90965	1	4.5%
89786	1	4.5%
83989	1	4.5%
83650	1	4.5%
82764	1	4.5%
Other values (12)	12	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
43143	1	4.5%
45838	1	4.5%
47987	1	4.5%
49135	1	4.5%
51886	1	4.5%
52975	1	4.5%
54361	1	4.5%
58149	1	4.5%
64925	1	4.5%
67094	1	4.5%

Value	Count	Frequency (%)
90965	1	4.5%
89786	1	4.5%
85048	1	4.5%
83989	1	4.5%
83650	1	4.5%
82764	1	4.5%
82386	1	4.5%
80538	1	4.5%
79059	1	4.5%
76968	1	4.5%

일차에너지공급석탄_무연탄
Real number (ℝ)

UNIQUE

Distinct	22
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4770.3182

Minimum	3074
Maximum	6796
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	3074
5-th percentile	3608.4
Q1	4058
median	4787.5
Q3	5308.25
95-th percentile	5991.7
Maximum	6796
Range	3722
Interquartile range (IQR)	1250.25

Descriptive statistics

Standard deviation	918.31649
Coefficient of variation (CV)	0.19250634
Kurtosis	-0.29222065
Mean	4770.3182
Median Absolute Deviation (MAD)	712.5
Skewness	0.18330209
Sum	104947
Variance	843305.18
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
3074	1	4.5%
5021	1	4.5%
3683	1	4.5%
3605	1	4.5%
3956	1	4.5%
4644	1	4.5%
4109	1	4.5%
5348	1	4.5%
5189	1	4.5%
4867	1	4.5%
Other values (12)	12	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3074	1	4.5%
3605	1	4.5%
3673	1	4.5%
3683	1	4.5%
3956	1	4.5%
4041	1	4.5%
4109	1	4.5%
4287	1	4.5%
4529	1	4.5%
4644	1	4.5%

Value	Count	Frequency (%)
6796	1	4.5%
5998	1	4.5%
5872	1	4.5%
5673	1	4.5%
5560	1	4.5%
5348	1	4.5%
5189	1	4.5%
5174	1	4.5%
5140	1	4.5%
5021	1	4.5%

일차에너지공급석탄_유연탄및기타
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	22
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	64440.318

Minimum	40069
Maximum	86321
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	40069
5-th percentile	42254.05
Q1	48497
median	71193.5
Q3	77320.5
95-th percentile	85447.75
Maximum	86321
Range	46252
Interquartile range (IQR)	28823.5

Descriptive statistics

Standard deviation	15667.909
Coefficient of variation (CV)	0.2431383
Kurtosis	-1.5614704
Mean	64440.318
Median Absolute Deviation (MAD)	11020
Skewness	-0.25421273
Sum	1417687
Variance	2.4548339 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
40069	1	4.5%
74038	1	4.5%
73285	1	4.5%
72377	1	4.5%
81092	1	4.5%
86321	1	4.5%
85677	1	4.5%
78640	1	4.5%
78462	1	4.5%
77897	1	4.5%
Other values (12)	12	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40069	1	4.5%
42165	1	4.5%
43946	1	4.5%
44606	1	4.5%
47599	1	4.5%
48267	1	4.5%
49187	1	4.5%
52589	1	4.5%
59052	1	4.5%
61420	1	4.5%

Value	Count	Frequency (%)
86321	1	4.5%
85677	1	4.5%
81092	1	4.5%
78640	1	4.5%
78462	1	4.5%
77897	1	4.5%
75591	1	4.5%
75397	1	4.5%
74038	1	4.5%
73285	1	4.5%

일차에너지공급천연가스
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	22
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39992.364

Minimum	19722
Maximum	59622
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	19722
5-th percentile	19945.7
Q1	30781.25
median	42819.5
Q3	49306.5
95-th percentile	55032.85
Maximum	59622
Range	39900
Interquartile range (IQR)	18525.25

Descriptive statistics

Standard deviation	12327.2
Coefficient of variation (CV)	0.30823885
Kurtosis	-1.2273616
Mean	39992.364
Median Absolute Deviation (MAD)	9959.5
Skewness	-0.21868177
Sum	879832
Variance	1.5195986 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
19743	1	4.5%
49554	1	4.5%
59622	1	4.5%
53947	1	4.5%
53875	1	4.5%
55090	1	4.5%
48564	1	4.5%
45524	1	4.5%
43958	1	4.5%
47409	1	4.5%
Other values (12)	12	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19722	1	4.5%
19743	1	4.5%
23797	1	4.5%
24272	1	4.5%
27827	1	4.5%
30367	1	4.5%
32024	1	4.5%
33792	1	4.5%
34665	1	4.5%
35138	1	4.5%

Value	Count	Frequency (%)
59622	1	4.5%
55090	1	4.5%
53947	1	4.5%
53875	1	4.5%
51943	1	4.5%
49554	1	4.5%
48564	1	4.5%
47409	1	4.5%
47318	1	4.5%
45524	1	4.5%

일차에너지공급석유
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	22
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	101304.14

Minimum	88431
Maximum	116067
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	88431
5-th percentile	89594.3
Q1	92604
median	100707
Q3	107574
95-th percentile	115404.75
Maximum	116067
Range	27636
Interquartile range (IQR)	14970

Descriptive statistics

Standard deviation	9507.7262
Coefficient of variation (CV)	0.093853287
Kurtosis	-1.1601282
Mean	101304.14
Median Absolute Deviation (MAD)	8014
Skewness	0.30177147
Sum	2228691
Variance	90396858
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
90804	1	4.5%
102833	1	4.5%
115204	1	4.5%
107970	1	4.5%
115408	1	4.5%
114450	1	4.5%
116067	1	4.5%
115343	1	4.5%
106386	1	4.5%
100792	1	4.5%
Other values (12)	12	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
88431	1	4.5%
89590	1	4.5%
89676	1	4.5%
90213	1	4.5%
90804	1	4.5%
92515	1	4.5%
92871	1	4.5%
96511	1	4.5%
100177	1	4.5%
100303	1	4.5%

Value	Count	Frequency (%)
116067	1	4.5%
115408	1	4.5%
115343	1	4.5%
115204	1	4.5%
114450	1	4.5%
107970	1	4.5%
106386	1	4.5%
102833	1	4.5%
101306	1	4.5%
101219	1	4.5%

일차에너지공급신재생및기타
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	22
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5521

Minimum	1135
Maximum	14373
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	1135
5-th percentile	1414.45
Q1	2091.75
median	4128
Q3	8059.5
95-th percentile	12570.8
Maximum	14373
Range	13238
Interquartile range (IQR)	5967.75

Descriptive statistics

Standard deviation	4101.3958
Coefficient of variation (CV)	0.74287192
Kurtosis	-0.55891969
Mean	5521
Median Absolute Deviation (MAD)	2420
Skewness	0.83629472
Sum	121462
Variance	16821448
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
1135	1	4.5%
4867	1	4.5%
14373	1	4.5%
12625	1	4.5%
11541	1	4.5%
11009	1	4.5%
9959	1	4.5%
8261	1	4.5%
7455	1	4.5%
6636	1	4.5%
Other values (12)	12	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1135	1	4.5%
1407	1	4.5%
1556	1	4.5%
1796	1	4.5%
1946	1	4.5%
2051	1	4.5%
2214	1	4.5%
2569	1	4.5%
2917	1	4.5%
3447	1	4.5%

Value	Count	Frequency (%)
14373	1	4.5%
12625	1	4.5%
11541	1	4.5%
11009	1	4.5%
9959	1	4.5%
8261	1	4.5%
7455	1	4.5%
6636	1	4.5%
5442	1	4.5%
4867	1	4.5%

일차에너지공급원자력
Real number (ℝ)

UNIQUE

Distinct	22
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32093.5

Minimum	27241
Maximum	37187
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	27241
5-th percentile	28053.2
Q1	30818
median	32183
Q3	33559
95-th percentile	36598.5
Maximum	37187
Range	9946
Interquartile range (IQR)	2741

Descriptive statistics

Standard deviation	2563.3937
Coefficient of variation (CV)	0.079872674
Kurtosis	-0.077899177
Mean	32093.5
Median Absolute Deviation (MAD)	1463
Skewness	0.012425338
Sum	706057
Variance	6570987
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
27241	1	4.5%
31719	1	4.5%
33657	1	4.5%
34119	1	4.5%
31079	1	4.5%
28437	1	4.5%
31615	1	4.5%
34181	1	4.5%
34765	1	4.5%
33002	1	4.5%
Other values (12)	12	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
27241	1	4.5%
28033	1	4.5%
28437	1	4.5%
29283	1	4.5%
29776	1	4.5%
30731	1	4.5%
31079	1	4.5%
31615	1	4.5%
31719	1	4.5%
31771	1	4.5%

Value	Count	Frequency (%)
37187	1	4.5%
36695	1	4.5%
34765	1	4.5%
34181	1	4.5%
34119	1	4.5%
33657	1	4.5%
33265	1	4.5%
33002	1	4.5%
32679	1	4.5%
32456	1	4.5%

일차에너지공급수력
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	22
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	777.36364

Minimum	454
Maximum	1226
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	454
5-th percentile	581.05
Q1	606.25
median	789
Q3	896.25
95-th percentile	1078
Maximum	1226
Range	772
Interquartile range (IQR)	290

Descriptive statistics

Standard deviation	192.34853
Coefficient of variation (CV)	0.247437
Kurtosis	-0.12453848
Mean	777.36364
Median Absolute Deviation (MAD)	155.5
Skewness	0.52717861
Sum	17102
Variance	36997.957
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
1002	1	4.5%
838	1	4.5%
651	1	4.5%
826	1	4.5%
594	1	4.5%
719	1	4.5%
601	1	4.5%
603	1	4.5%
454	1	4.5%
581	1	4.5%
Other values (12)	12	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
454	1	4.5%
581	1	4.5%
582	1	4.5%
594	1	4.5%
601	1	4.5%
603	1	4.5%
616	1	4.5%
651	1	4.5%
660	1	4.5%
719	1	4.5%

Value	Count	Frequency (%)
1226	1	4.5%
1082	1	4.5%
1002	1	4.5%
989	1	4.5%
919	1	4.5%
906	1	4.5%
867	1	4.5%
838	1	4.5%
826	1	4.5%
808	1	4.5%

일차에너지공급열
Real number (ℝ)

HIGH CORRELATION

Distinct	19
Distinct (%)	86.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59.363636

Minimum	10
Maximum	135
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	10
5-th percentile	12.05
Q1	16.25
median	57.5
Q3	103
95-th percentile	126.9
Maximum	135
Range	125
Interquartile range (IQR)	86.75

Descriptive statistics

Standard deviation	45.668104
Coefficient of variation (CV)	0.76929425
Kurtosis	-1.3659164
Mean	59.363636
Median Absolute Deviation (MAD)	42.5
Skewness	0.4605215
Sum	1306
Variance	2085.5758
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
68	3	13.6%
14	2	9.1%
10	1	4.5%
124	1	4.5%
73	1	4.5%
66	1	4.5%
127	1	4.5%
117	1	4.5%
125	1	4.5%
113	1	4.5%
Other values (9)	9	40.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1	4.5%
12	1	4.5%
13	1	4.5%
14	2	9.1%
16	1	4.5%
17	1	4.5%
19	1	4.5%
20	1	4.5%
38	1	4.5%
49	1	4.5%

Value	Count	Frequency (%)
135	1	4.5%
127	1	4.5%
125	1	4.5%
124	1	4.5%
117	1	4.5%
113	1	4.5%
73	1	4.5%
68	3	13.6%
66	1	4.5%
49	1	4.5%

최종소비_산업
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	22
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	108643.14

Minimum	80963
Maximum	133776
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	80963
5-th percentile	81847.7
Q1	90087.75
median	114447.5
Q3	123795.75
95-th percentile	130923.85
Maximum	133776
Range	52813
Interquartile range (IQR)	33708

Descriptive statistics

Standard deviation	18750.801
Coefficient of variation (CV)	0.17259076
Kurtosis	-1.7002798
Mean	108643.14
Median Absolute Deviation (MAD)	16329.5
Skewness	-0.16643204
Sum	2390149
Variance	3.5159255 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
80963	1	4.5%
118914	1	4.5%
133776	1	4.5%
124003	1	4.5%
129223	1	4.5%
130769	1	4.5%
130932	1	4.5%
127696	1	4.5%
123174	1	4.5%
122898	1	4.5%
Other values (12)	12	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
80963	1	4.5%
81673	1	4.5%
85167	1	4.5%
86646	1	4.5%
88125	1	4.5%
89370	1	4.5%
92241	1	4.5%
96978	1	4.5%
98110	1	4.5%
98532	1	4.5%

Value	Count	Frequency (%)
133776	1	4.5%
130932	1	4.5%
130769	1	4.5%
129223	1	4.5%
127696	1	4.5%
124003	1	4.5%
123174	1	4.5%
122898	1	4.5%
121318	1	4.5%
119660	1	4.5%

최종소비_수송
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	22
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31751.227

Minimum	25007
Maximum	37194
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	25007
5-th percentile	26315.1
Q1	29799.25
median	31013
Q3	34687
95-th percentile	36617.25
Maximum	37194
Range	12187
Interquartile range (IQR)	4887.75

Descriptive statistics

Standard deviation	3421.4757
Coefficient of variation (CV)	0.10775885
Kurtosis	-0.67458562
Mean	31751.227
Median Absolute Deviation (MAD)	1923
Skewness	0.00067455692
Sum	698527
Variance	11706496
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
25007	1	4.5%
31502	1	4.5%
36636	1	4.5%
34746	1	4.5%
37194	1	4.5%
36227	1	4.5%
36261	1	4.5%
36030	1	4.5%
34510	1	4.5%
32407	1	4.5%
Other values (12)	12	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
25007	1	4.5%
26226	1	4.5%
28008	1	4.5%
29002	1	4.5%
29178	1	4.5%
29730	1	4.5%
30007	1	4.5%
30389	1	4.5%
30496	1	4.5%
30928	1	4.5%

Value	Count	Frequency (%)
37194	1	4.5%
36636	1	4.5%
36261	1	4.5%
36227	1	4.5%
36030	1	4.5%
34746	1	4.5%
34510	1	4.5%
32407	1	4.5%
32017	1	4.5%
31502	1	4.5%

최종소비_가정
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	22
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19709.182

Minimum	16284
Maximum	22940
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	16284
5-th percentile	17058.55
Q1	18880.25
median	19683.5
Q3	20673.75
95-th percentile	22343.9
Maximum	22940
Range	6656
Interquartile range (IQR)	1793.5

Descriptive statistics

Standard deviation	1707.2959
Coefficient of variation (CV)	0.086624391
Kurtosis	-0.28553367
Mean	19709.182
Median Absolute Deviation (MAD)	931
Skewness	-0.036271122
Sum	433602
Variance	2914859.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
16284	1	4.5%
20407	1	4.5%
22940	1	4.5%
22356	1	4.5%
21466	1	4.5%
22114	1	4.5%
20918	1	4.5%
20140	1	4.5%
18971	1	4.5%
18905	1	4.5%
Other values (12)	12	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
16284	1	4.5%
17020	1	4.5%
17791	1	4.5%
17877	1	4.5%
18064	1	4.5%
18872	1	4.5%
18905	1	4.5%
18971	1	4.5%
19347	1	4.5%
19349	1	4.5%

Value	Count	Frequency (%)
22940	1	4.5%
22356	1	4.5%
22114	1	4.5%
21466	1	4.5%
20918	1	4.5%
20733	1	4.5%
20496	1	4.5%
20407	1	4.5%
20185	1	4.5%
20140	1	4.5%

최종소비_상업-공공
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	22
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21691.818

Minimum	18671
Maximum	24890
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	18671
5-th percentile	18739.6
Q1	20346
median	21725.5
Q3	22925.25
95-th percentile	24308.85
Maximum	24890
Range	6219
Interquartile range (IQR)	2579.25

Descriptive statistics

Standard deviation	1822.5048
Coefficient of variation (CV)	0.084018076
Kurtosis	-1.000335
Mean	21691.818
Median Absolute Deviation (MAD)	1345.5
Skewness	-0.078702779
Sum	477220
Variance	3321523.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
18704	1	4.5%
22948	1	4.5%
23189	1	4.5%
22668	1	4.5%
23850	1	4.5%
24890	1	4.5%
24333	1	4.5%
23686	1	4.5%
22692	1	4.5%
21679	1	4.5%
Other values (12)	12	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18671	1	4.5%
18704	1	4.5%
19416	1	4.5%
19625	1	4.5%
19745	1	4.5%
20312	1	4.5%
20448	1	4.5%
20879	1	4.5%
21005	1	4.5%
21297	1	4.5%

Value	Count	Frequency (%)
24890	1	4.5%
24333	1	4.5%
23850	1	4.5%
23686	1	4.5%
23189	1	4.5%
22948	1	4.5%
22857	1	4.5%
22692	1	4.5%
22668	1	4.5%
22554	1	4.5%

Phik (φk)
Auto

Heatmap
Table

	연도	일차에너지공급석탄_소계	일차에너지공급석탄_무연탄	일차에너지공급석탄_유연탄및기타	일차에너지공급천연가스	일차에너지공급석유	일차에너지공급신재생및기타	일차에너지공급원자력	일차에너지공급수력	일차에너지공급열	최종소비_산업	최종소비_수송	최종소비_가정	최종소비_상업-공공
연도	1.000	0.920	0.640	0.841	0.632	0.603	0.894	0.765	0.000	0.615	0.875	0.729	0.731	0.906
일차에너지공급석탄_소계	0.920	1.000	0.446	0.964	0.633	0.649	0.000	0.714	0.274	0.764	0.738	0.612	0.759	0.829
일차에너지공급석탄_무연탄	0.640	0.446	1.000	0.000	0.234	0.000	0.441	0.000	0.714	0.211	0.799	0.722	0.549	0.663
일차에너지공급석탄_유연탄및기타	0.841	0.964	0.000	1.000	0.891	0.803	0.762	0.434	0.754	0.599	0.909	0.657	0.656	0.876
일차에너지공급천연가스	0.632	0.633	0.234	0.891	1.000	0.486	0.796	0.000	0.698	0.000	0.911	0.593	0.633	0.824
일차에너지공급석유	0.603	0.649	0.000	0.803	0.486	1.000	0.727	0.201	0.000	0.778	0.756	0.896	0.252	0.400
일차에너지공급신재생및기타	0.894	0.000	0.441	0.762	0.796	0.727	1.000	0.000	0.000	0.861	0.762	0.660	0.643	0.803
일차에너지공급원자력	0.765	0.714	0.000	0.434	0.000	0.201	0.000	1.000	0.363	0.000	0.322	0.611	0.929	0.715
일차에너지공급수력	0.000	0.274	0.714	0.754	0.698	0.000	0.000	0.363	1.000	0.000	0.000	0.000	0.604	0.843
일차에너지공급열	0.615	0.764	0.211	0.599	0.000	0.778	0.861	0.000	0.000	1.000	0.598	0.180	0.593	0.374
최종소비_산업	0.875	0.738	0.799	0.909	0.911	0.756	0.762	0.322	0.000	0.598	1.000	0.910	0.324	0.836
최종소비_수송	0.729	0.612	0.722	0.657	0.593	0.896	0.660	0.611	0.000	0.180	0.910	1.000	0.580	0.615
최종소비_가정	0.731	0.759	0.549	0.656	0.633	0.252	0.643	0.929	0.604	0.593	0.324	0.580	1.000	0.832
최종소비_상업-공공	0.906	0.829	0.663	0.876	0.824	0.400	0.803	0.715	0.843	0.374	0.836	0.615	0.832	1.000

Heatmap
Table

	연도	일차에너지공급석탄_소계	일차에너지공급석탄_무연탄	일차에너지공급석탄_유연탄및기타	일차에너지공급천연가스	일차에너지공급석유	일차에너지공급신재생및기타	일차에너지공급원자력	일차에너지공급수력	일차에너지공급열	최종소비_산업	최종소비_수송	최종소비_가정	최종소비_상업-공공
연도	1.000	0.870	0.008	0.881	0.954	0.894	0.999	0.249	-0.476	0.750	0.983	0.975	0.854	0.904
일차에너지공급석탄_소계	0.870	1.000	0.258	0.999	0.835	0.845	0.869	0.132	-0.509	0.810	0.918	0.910	0.710	0.920
일차에너지공급석탄_무연탄	0.008	0.258	1.000	0.237	0.025	-0.038	0.005	0.305	-0.031	0.241	0.058	0.024	0.057	0.147
일차에너지공급석탄_유연탄및기타	0.881	0.999	0.237	1.000	0.845	0.854	0.880	0.139	-0.506	0.821	0.924	0.916	0.714	0.918
일차에너지공급천연가스	0.954	0.835	0.025	0.845	1.000	0.842	0.953	0.119	-0.308	0.735	0.931	0.925	0.881	0.875
일차에너지공급석유	0.894	0.845	-0.038	0.854	0.842	1.000	0.896	-0.047	-0.523	0.743	0.906	0.896	0.678	0.903
일차에너지공급신재생및기타	0.999	0.869	0.005	0.880	0.953	0.896	1.000	0.241	-0.473	0.757	0.982	0.974	0.846	0.906
일차에너지공급원자력	0.249	0.132	0.305	0.139	0.119	-0.047	0.241	1.000	0.013	0.262	0.220	0.233	0.238	0.090
일차에너지공급수력	-0.476	-0.509	-0.031	-0.506	-0.308	-0.523	-0.473	0.013	1.000	-0.274	-0.504	-0.491	-0.153	-0.409
일차에너지공급열	0.750	0.810	0.241	0.821	0.735	0.743	0.757	0.262	-0.274	1.000	0.775	0.738	0.581	0.757
최종소비_산업	0.983	0.918	0.058	0.924	0.931	0.906	0.982	0.220	-0.504	0.775	1.000	0.982	0.837	0.931
최종소비_수송	0.975	0.910	0.024	0.916	0.925	0.896	0.974	0.233	-0.491	0.738	0.982	1.000	0.834	0.918
최종소비_가정	0.854	0.710	0.057	0.714	0.881	0.678	0.846	0.238	-0.153	0.581	0.837	0.834	1.000	0.823
최종소비_상업-공공	0.904	0.920	0.147	0.918	0.875	0.903	0.906	0.090	-0.409	0.757	0.931	0.918	0.823	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	연도	일차에너지공급석탄_소계	일차에너지공급석탄_무연탄	일차에너지공급석탄_유연탄및기타	일차에너지공급천연가스	일차에너지공급석유	일차에너지공급신재생및기타	일차에너지공급원자력	일차에너지공급수력	일차에너지공급열	최종소비_산업	최종소비_수송	최종소비_가정	최종소비_상업-공공
0	2000	43143	3074	40069	19743	90804	1135	27241	1002	10	80963	25007	16284	18704
1	2001	45838	3673	42165	19722	90213	1407	28033	582	13	81673	26226	17020	18671
2	2002	47987	4041	43946	23797	92515	1556	29776	808	14	85167	28008	17791	19416
3	2003	49135	4529	44606	24272	92871	1796	32418	1226	20	86646	29002	17877	20448
4	2004	51886	4287	47599	27827	89676	2051	32679	1082	19	88125	29178	18064	20312
5	2005	52975	4708	48267	30367	88431	1946	36695	919	12	89370	29730	19754	19625
6	2006	54361	5174	49187	32024	89590	2214	37187	867	17	92241	30928	19613	19745
7	2007	58149	5560	52589	34665	101219	2569	30731	781	14	96978	30496	18872	20879
8	2008	64925	5872	59052	33792	96511	2917	32456	660	38	98110	30007	19347	21005
9	2009	67094	5673	61420	35138	100303	3447	31771	616	49	98532	30389	19349	21297

	연도	일차에너지공급석탄_소계	일차에너지공급석탄_무연탄	일차에너지공급석탄_유연탄및기타	일차에너지공급천연가스	일차에너지공급석유	일차에너지공급신재생및기타	일차에너지공급원자력	일차에너지공급수력	일차에너지공급열	최종소비_산업	최종소비_수송	최종소비_가정	최종소비_상업-공공
12	2012	79059	5021	74038	49554	102833	4867	31719	838	124	118914	31502	20407	22948
13	2013	80538	5140	75397	51943	101306	5442	29283	906	113	121318	32017	20185	21772
14	2014	82764	4867	77897	47409	100792	6636	33002	581	68	122898	32407	18905	21679
15	2015	83650	5189	78462	43958	106386	7455	34765	454	125	123174	34510	18971	22692
16	2016	83989	5348	78640	45524	115343	8261	34181	603	117	127696	36030	20140	23686
17	2017	89786	4109	85677	48564	116067	9959	31615	601	127	130932	36261	20918	24333
18	2018	90965	4644	86321	55090	114450	11009	28437	719	68	130769	36227	22114	24890
19	2019	85048	3956	81092	53875	115408	11541	31079	594	66	129223	37194	21466	23850
20	2020	75983	3605	72377	53947	107970	12625	34119	826	73	124003	34746	22356	22668
21	2021	76968	3683	73285	59622	115204	14373	33657	651	68	133776	36636	22940	23189

Overview

Variables

Interactions

Correlations

Missing values

Sample