Overview

Dataset statistics

Number of variables25
Number of observations1122
Missing cells445
Missing cells (%)1.6%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory244.5 KiB
Average record size in memory223.1 B

Variable types

Numeric23
Categorical1
DateTime1

Dataset

Description년도,월,회원타입,건수,현년 전기사용량,전년 전기사용량,전전년 전기사용량,토탈 전기 증감량,토탈 전기탄소 증감량,현년 가스사용량,전년 가스사용량,전전년 가스사용량,토탈 가스 증감량,토탈 가스탄소 증감량,현년 수도사용량,전년 수도사용량,전전년 수도사용량,토탈 수도 증감량,토탈 수도탄소 증감량,현년 지역난방 사용량,전년 지역난방 사용량,전전년 지역난방 사용량,토탈 지역난방 증감량,토탈 지역난방탄소 증감량,등록일
Author서울특별시
URLhttps://data.seoul.go.kr/dataList/OA-15361/S/1/datasetView.do

Alerts

현년 지역난방 사용량 has 89 (7.9%) missing valuesMissing
전년 지역난방 사용량 has 89 (7.9%) missing valuesMissing
전전년 지역난방 사용량 has 89 (7.9%) missing valuesMissing
토탈 지역난방 증감량 has 89 (7.9%) missing valuesMissing
토탈 지역난방탄소 증감량 has 89 (7.9%) missing valuesMissing
토탈 지역난방 증감량 is highly skewed (γ1 = 28.93870043)Skewed
현년 지역난방 사용량 has 698 (62.2%) zerosZeros
전년 지역난방 사용량 has 698 (62.2%) zerosZeros
전전년 지역난방 사용량 has 696 (62.0%) zerosZeros
토탈 지역난방 증감량 has 718 (64.0%) zerosZeros
토탈 지역난방탄소 증감량 has 718 (64.0%) zerosZeros

Reproduction

Analysis started2024-05-04 01:07:46.607352
Analysis finished2024-05-04 01:07:47.071431
Duration0.46 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

년도
Real number (ℝ)

Distinct16
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2016.795
Minimum2009
Maximum2024
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size10.0 KiB
2024-05-04T01:07:47.274722image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2009
5-th percentile2010
Q12014
median2017
Q32020
95-th percentile2023
Maximum2024
Range15
Interquartile range (IQR)6

Descriptive statistics

Standard deviation4.0249946
Coefficient of variation (CV)0.0019957381
Kurtosis-1.0939316
Mean2016.795
Median Absolute Deviation (MAD)3
Skewness-0.10947268
Sum2262844
Variance16.200582
MonotonicityDecreasing
2024-05-04T01:07:47.813442image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
2016 84
 
7.5%
2022 84
 
7.5%
2021 84
 
7.5%
2020 84
 
7.5%
2019 84
 
7.5%
2018 84
 
7.5%
2017 84
 
7.5%
2023 84
 
7.5%
2015 84
 
7.5%
2014 83
 
7.4%
Other values (6) 283
25.2%
ValueCountFrequency (%)
2009 18
 
1.6%
2010 60
5.3%
2011 60
5.3%
2012 66
5.9%
2013 72
6.4%
2014 83
7.4%
2015 84
7.5%
2016 84
7.5%
2017 84
7.5%
2018 84
7.5%
ValueCountFrequency (%)
2024 7
 
0.6%
2023 84
7.5%
2022 84
7.5%
2021 84
7.5%
2020 84
7.5%
2019 84
7.5%
2018 84
7.5%
2017 84
7.5%
2016 84
7.5%
2015 84
7.5%

월
Real number (ℝ)

Distinct12
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.5534759
Minimum1
Maximum12
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size10.0 KiB
2024-05-04T01:07:48.163521image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q14
median7
Q310
95-th percentile12
Maximum12
Range11
Interquartile range (IQR)6

Descriptive statistics

Standard deviation3.4825026
Coefficient of variation (CV)0.53139779
Kurtosis-1.2332022
Mean6.5534759
Median Absolute Deviation (MAD)3
Skewness-0.02774439
Sum7353
Variance12.127825
MonotonicityNot monotonic
2024-05-04T01:07:48.532197image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
1 97
8.6%
12 97
8.6%
11 97
8.6%
10 97
8.6%
9 95
8.5%
8 92
8.2%
7 92
8.2%
6 91
8.1%
5 91
8.1%
4 91
8.1%
Other values (2) 182
16.2%
ValueCountFrequency (%)
1 97
8.6%
2 91
8.1%
3 91
8.1%
4 91
8.1%
5 91
8.1%
6 91
8.1%
7 92
8.2%
8 92
8.2%
9 95
8.5%
10 97
8.6%
ValueCountFrequency (%)
12 97
8.6%
11 97
8.6%
10 97
8.6%
9 95
8.5%
8 92
8.2%
7 92
8.2%
6 91
8.1%
5 91
8.1%
4 91
8.1%
3 91
8.1%

회원타입
Categorical

Distinct7
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size8.9 KiB
기업
173 
공동주택관리소
173 
개인
173 
학교
172 
공공기관
172 
Other values (2)
259 

Length

Max length7
Median length4
Mean length3.5392157
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row학교
2nd row종교단체
3rd row소상공인
4th row기업
5th row공동주택관리소

Common Values

ValueCountFrequency (%)
기업 173
15.4%
공동주택관리소 173
15.4%
개인 173
15.4%
학교 172
15.3%
공공기관 172
15.3%
소상공인 139
12.4%
종교단체 120
10.7%

Length

2024-05-04T01:07:49.225535image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-04T01:07:49.543576image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
기업 173
15.4%
공동주택관리소 173
15.4%
개인 173
15.4%
학교 172
15.3%
공공기관 172
15.3%
소상공인 139
12.4%
종교단체 120
10.7%

건수
Real number (ℝ)

Distinct1010
Distinct (%)90.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean127441.93
Minimum1
Maximum1222195
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size10.0 KiB
2024-05-04T01:07:50.084032image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile571.3
Q11737.25
median3690.5
Q318698.25
95-th percentile1060956.9
Maximum1222195
Range1222194
Interquartile range (IQR)16961

Descriptive statistics

Standard deviation316603.8
Coefficient of variation (CV)2.4842985
Kurtosis4.6858511
Mean127441.93
Median Absolute Deviation (MAD)2948.5
Skewness2.5102304
Sum1.4298985 × 108
Variance1.0023797 × 1011
MonotonicityNot monotonic
2024-05-04T01:07:50.589770image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2365 6
 
0.5%
3629 5
 
0.4%
2114 5
 
0.4%
2320 4
 
0.4%
809 4
 
0.4%
2366 4
 
0.4%
839 4
 
0.4%
2336 4
 
0.4%
2306 3
 
0.3%
1379 3
 
0.3%
Other values (1000) 1080
96.3%
ValueCountFrequency (%)
1 1
0.1%
2 1
0.1%
4 1
0.1%
13 1
0.1%
15 1
0.1%
17 1
0.1%
19 2
0.2%
22 1
0.1%
28 1
0.1%
29 2
0.2%
ValueCountFrequency (%)
1222195 1
0.1%
1220905 1
0.1%
1218263 1
0.1%
1213722 1
0.1%
1210420 1
0.1%
1206949 1
0.1%
1204202 1
0.1%
1199417 1
0.1%
1195812 1
0.1%
1193204 1
0.1%

현년 전기사용량
Real number (ℝ)

Distinct1121
Distinct (%)99.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.0729133 × 108
Minimum0
Maximum9.2347951 × 108
Zeros2
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size10.0 KiB
2024-05-04T01:07:51.081824image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile4421818.4
Q170592032
median1.4367993 × 108
Q32.9028924 × 108
95-th percentile5.6728075 × 108
Maximum9.2347951 × 108
Range9.2347951 × 108
Interquartile range (IQR)2.196972 × 108

Descriptive statistics

Standard deviation1.8318905 × 108
Coefficient of variation (CV)0.88372754
Kurtosis0.15705247
Mean2.0729133 × 108
Median Absolute Deviation (MAD)99890411
Skewness0.99837637
Sum2.3258087 × 1011
Variance3.355823 × 1016
MonotonicityNot monotonic
2024-05-04T01:07:51.544063image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 2
 
0.2%
173449808.0 1
 
0.1%
283026044.0 1
 
0.1%
9763412.0 1
 
0.1%
336476.0 1
 
0.1%
121210475.0 1
 
0.1%
175215719.0 1
 
0.1%
208343249.0 1
 
0.1%
454517085.0 1
 
0.1%
316848045.0 1
 
0.1%
Other values (1111) 1111
99.0%
ValueCountFrequency (%)
0.0 2
0.2%
259.0 1
0.1%
265.0 1
0.1%
322.0 1
0.1%
3606.0 1
0.1%
6323.0 1
0.1%
93339.0 1
0.1%
96878.0 1
0.1%
161070.0 1
0.1%
197774.0 1
0.1%
ValueCountFrequency (%)
923479513.0 1
0.1%
882562756.0 1
0.1%
776906010.0 1
0.1%
752628109.0 1
0.1%
743931782.0 1
0.1%
734695297.0 1
0.1%
718034418.0 1
0.1%
717473383.0 1
0.1%
716923107.0 1
0.1%
716735781.0 1
0.1%

전년 전기사용량
Real number (ℝ)

Distinct1121
Distinct (%)99.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.089036 × 108
Minimum0
Maximum9.325318 × 108
Zeros2
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size10.0 KiB
2024-05-04T01:07:52.303668image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile4544585.8
Q172485690
median1.4322161 × 108
Q32.9203618 × 108
95-th percentile5.7198006 × 108
Maximum9.325318 × 108
Range9.325318 × 108
Interquartile range (IQR)2.1955049 × 108

Descriptive statistics

Standard deviation1.8491062 × 108
Coefficient of variation (CV)0.8851481
Kurtosis0.15571724
Mean2.089036 × 108
Median Absolute Deviation (MAD)1.0034558 × 108
Skewness0.99866722
Sum2.3438984 × 1011
Variance3.4191939 × 1016
MonotonicityNot monotonic
2024-05-04T01:07:52.936111image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 2
 
0.2%
184836614.0 1
 
0.1%
285957754.0 1
 
0.1%
9786829.0 1
 
0.1%
341646.0 1
 
0.1%
119670051.0 1
 
0.1%
177160755.0 1
 
0.1%
206515245.0 1
 
0.1%
463464106.0 1
 
0.1%
323802835.0 1
 
0.1%
Other values (1111) 1111
99.0%
ValueCountFrequency (%)
0.0 2
0.2%
275.0 1
0.1%
416.0 1
0.1%
494.0 1
0.1%
5276.0 1
0.1%
7306.0 1
0.1%
102410.0 1
0.1%
107404.0 1
0.1%
172230.0 1
0.1%
216015.0 1
0.1%
ValueCountFrequency (%)
932531804.0 1
0.1%
912441745.0 1
0.1%
771744011.0 1
0.1%
762216036.0 1
0.1%
745365152.0 1
0.1%
736392509.0 1
0.1%
732329674.0 1
0.1%
728795086.0 1
0.1%
723556861.0 1
0.1%
718561873.0 1
0.1%

전전년 전기사용량
Real number (ℝ)

Distinct1121
Distinct (%)99.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.0985794 × 108
Minimum0
Maximum9.2678878 × 108
Zeros2
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size10.0 KiB
2024-05-04T01:07:53.814218image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile4653890.5
Q171102569
median1.4378848 × 108
Q32.9597489 × 108
95-th percentile5.7586044 × 108
Maximum9.2678878 × 108
Range9.2678878 × 108
Interquartile range (IQR)2.2487232 × 108

Descriptive statistics

Standard deviation1.8585985 × 108
Coefficient of variation (CV)0.88564602
Kurtosis0.094182437
Mean2.0985794 × 108
Median Absolute Deviation (MAD)1.0113058 × 108
Skewness0.98653925
Sum2.3546061 × 1011
Variance3.4543883 × 1016
MonotonicityNot monotonic
2024-05-04T01:07:54.514235image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 2
 
0.2%
173121193.0 1
 
0.1%
297805572.0 1
 
0.1%
10214569.0 1
 
0.1%
366928.0 1
 
0.1%
132649784.0 1
 
0.1%
182354932.0 1
 
0.1%
211942654.0 1
 
0.1%
477564250.0 1
 
0.1%
338173958.0 1
 
0.1%
Other values (1111) 1111
99.0%
ValueCountFrequency (%)
0.0 2
0.2%
297.0 1
0.1%
386.0 1
0.1%
464.0 1
0.1%
6064.0 1
0.1%
8231.0 1
0.1%
105111.0 1
0.1%
111150.0 1
0.1%
178741.0 1
0.1%
210212.0 1
0.1%
ValueCountFrequency (%)
926788776.0 1
0.1%
878519227.0 1
0.1%
775202183.0 1
0.1%
751143783.0 1
0.1%
744649317.0 1
0.1%
741016619.0 1
0.1%
728510282.0 1
0.1%
723301093.0 1
0.1%
716768636.0 1
0.1%
712494302.0 1
0.1%

토탈 전기 증감량
Real number (ℝ)

Distinct1121
Distinct (%)99.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2117463.1
Minimum-99946464
Maximum1.0945565 × 108
Zeros2
Zeros (%)0.2%
Negative708
Negative (%)63.1%
Memory size10.0 KiB
2024-05-04T01:07:55.173331image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-99946464
5-th percentile-21762144
Q1-6658191.2
median-984032
Q31562147.9
95-th percentile16110516
Maximum1.0945565 × 108
Range2.0940211 × 108
Interquartile range (IQR)8220339.1

Descriptive statistics

Standard deviation13530709
Coefficient of variation (CV)-6.3900566
Kurtosis14.176857
Mean-2117463.1
Median Absolute Deviation (MAD)4296594.8
Skewness0.72821033
Sum-2.3757936 × 109
Variance1.8308009 × 1014
MonotonicityNot monotonic
2024-05-04T01:07:55.756758image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 2
 
0.2%
-5529095.5 1
 
0.1%
-8966181.5 1
 
0.1%
-237287.0 1
 
0.1%
-17811.0 1
 
0.1%
-4949442.5 1
 
0.1%
-5541536.5 1
 
0.1%
-13629158.0 1
 
0.1%
-16954537.0 1
 
0.1%
-14140351.5 1
 
0.1%
Other values (1111) 1111
99.0%
ValueCountFrequency (%)
-99946464.5 1
0.1%
-71541667.5 1
0.1%
-64078993.0 1
0.1%
-59727648.0 1
0.1%
-55408616.0 1
0.1%
-52032166.0 1
0.1%
-50741499.5 1
0.1%
-47341698.5 1
0.1%
-47097534.0 1
0.1%
-44699072.0 1
0.1%
ValueCountFrequency (%)
109455649.5 1
0.1%
96678566.0 1
0.1%
85329160.0 1
0.1%
71122085.5 1
0.1%
60884190.5 1
0.1%
59483260.0 1
0.1%
57529515.5 1
0.1%
54769346.0 1
0.1%
53252589.0 1
0.1%
47928968.5 1
0.1%

토탈 전기탄소 증감량
Real number (ℝ)

Distinct1121
Distinct (%)99.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-859488.86
Minimum-42377301
Maximum54769346
Zeros2
Zeros (%)0.2%
Negative709
Negative (%)63.2%
Memory size10.0 KiB
2024-05-04T01:07:56.154819image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-42377301
5-th percentile-9396349.9
Q1-2867290.7
median-418097.81
Q3714892.89
95-th percentile7137128.5
Maximum54769346
Range97146647
Interquartile range (IQR)3582183.6

Descriptive statistics

Standard deviation6130282.3
Coefficient of variation (CV)-7.1324743
Kurtosis17.117044
Mean-859488.86
Median Absolute Deviation (MAD)1852061.5
Skewness1.3704706
Sum-9.643465 × 108
Variance3.758036 × 1013
MonotonicityNot monotonic
2024-05-04T01:07:56.598055image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 2
 
0.2%
-5536495.948 1
 
0.1%
-3801660.956 1
 
0.1%
-100609.688 1
 
0.1%
-7551.864 1
 
0.1%
-2098563.62 1
 
0.1%
-2349611.476 1
 
0.1%
-5778762.992 1
 
0.1%
-7188723.688 1
 
0.1%
-5995509.036 1
 
0.1%
Other values (1111) 1111
99.0%
ValueCountFrequency (%)
-42377300.948 1
0.1%
-30333667.02 1
0.1%
-27169493.032 1
0.1%
-25324522.752 1
0.1%
-23493253.184 1
0.1%
-22061638.384 1
0.1%
-21514395.788 1
0.1%
-20072880.164 1
0.1%
-19969354.416 1
0.1%
-18952406.528 1
0.1%
ValueCountFrequency (%)
54769346.0 1
0.1%
46409195.388 1
0.1%
40991711.984 1
0.1%
36179563.84 1
0.1%
31465355.5 1
0.1%
30155764.252 1
0.1%
25814896.772 1
0.1%
25220902.24 1
0.1%
24392514.572 1
0.1%
22579097.736 1
0.1%

현년 가스사용량
Real number (ℝ)

Distinct1120
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10187867
Minimum0
Maximum90004956
Zeros3
Zeros (%)0.3%
Negative0
Negative (%)0.0%
Memory size10.0 KiB
2024-05-04T01:07:57.037364image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile173844.5
Q12224160.8
median4365602
Q312630587
95-th percentile40316480
Maximum90004956
Range90004956
Interquartile range (IQR)10406426

Descriptive statistics

Standard deviation14292166
Coefficient of variation (CV)1.4028615
Kurtosis8.9775003
Mean10187867
Median Absolute Deviation (MAD)3641970.8
Skewness2.785787
Sum1.1430786 × 1010
Variance2.0426602 × 1014
MonotonicityNot monotonic
2024-05-04T01:07:57.489289image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 3
 
0.3%
4194934.0 1
 
0.1%
21689961.0 1
 
0.1%
46069.0 1
 
0.1%
7388457.0 1
 
0.1%
49984873.0 1
 
0.1%
8141963.0 1
 
0.1%
18030531.0 1
 
0.1%
4535233.0 1
 
0.1%
32508993.0 1
 
0.1%
Other values (1110) 1110
98.9%
ValueCountFrequency (%)
0.0 3
0.3%
13.0 1
 
0.1%
72.0 1
 
0.1%
104.0 1
 
0.1%
538.0 1
 
0.1%
7134.0 1
 
0.1%
8791.0 1
 
0.1%
8887.0 1
 
0.1%
9534.0 1
 
0.1%
10793.0 1
 
0.1%
ValueCountFrequency (%)
90004956.0 1
0.1%
88496947.0 1
0.1%
85581769.0 1
0.1%
82851936.0 1
0.1%
82529062.0 1
0.1%
82250572.0 1
0.1%
81902188.0 1
0.1%
80955422.0 1
0.1%
80605997.0 1
0.1%
80308239.0 1
0.1%

전년 가스사용량
Real number (ℝ)

Distinct1120
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10460045
Minimum0
Maximum90965513
Zeros3
Zeros (%)0.3%
Negative0
Negative (%)0.0%
Memory size10.0 KiB
2024-05-04T01:07:57.951452image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile179578.05
Q12242930.2
median4768406.5
Q313445369
95-th percentile43979143
Maximum90965513
Range90965513
Interquartile range (IQR)11202438

Descriptive statistics

Standard deviation14528620
Coefficient of variation (CV)1.3889635
Kurtosis8.4678391
Mean10460045
Median Absolute Deviation (MAD)3641422
Skewness2.717166
Sum1.173617 × 1010
Variance2.110808 × 1014
MonotonicityNot monotonic
2024-05-04T01:07:58.439149image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 3
 
0.3%
5121642.0 1
 
0.1%
20767213.0 1
 
0.1%
49077.0 1
 
0.1%
7410433.0 1
 
0.1%
47364229.0 1
 
0.1%
7814746.0 1
 
0.1%
17254476.0 1
 
0.1%
4422360.0 1
 
0.1%
35169022.0 1
 
0.1%
Other values (1110) 1110
98.9%
ValueCountFrequency (%)
0.0 3
0.3%
10.0 1
 
0.1%
84.0 1
 
0.1%
362.0 1
 
0.1%
498.0 1
 
0.1%
7931.0 1
 
0.1%
8960.0 1
 
0.1%
9060.0 1
 
0.1%
10825.0 1
 
0.1%
13656.0 1
 
0.1%
ValueCountFrequency (%)
90965513.0 1
0.1%
90517297.0 1
0.1%
87017346.0 1
0.1%
86801591.0 1
0.1%
84677022.0 1
0.1%
81925985.0 1
0.1%
80903151.0 1
0.1%
80702959.0 1
0.1%
80270682.0 1
0.1%
76743866.0 1
0.1%

전전년 가스사용량
Real number (ℝ)

Distinct1120
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10584744
Minimum0
Maximum90579789
Zeros3
Zeros (%)0.3%
Negative0
Negative (%)0.0%
Memory size10.0 KiB
2024-05-04T01:07:58.909740image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile183817.1
Q12259336.2
median4655207
Q313310037
95-th percentile44122219
Maximum90579789
Range90579789
Interquartile range (IQR)11050701

Descriptive statistics

Standard deviation14541374
Coefficient of variation (CV)1.3738049
Kurtosis7.862908
Mean10584744
Median Absolute Deviation (MAD)3950505
Skewness2.6374691
Sum1.1876083 × 1010
Variance2.1145155 × 1014
MonotonicityNot monotonic
2024-05-04T01:07:59.520385image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 3
 
0.3%
4664989.0 1
 
0.1%
26298201.0 1
 
0.1%
58309.0 1
 
0.1%
8615797.0 1
 
0.1%
55230322.0 1
 
0.1%
9821117.0 1
 
0.1%
20167614.0 1
 
0.1%
5707623.0 1
 
0.1%
44168086.0 1
 
0.1%
Other values (1110) 1110
98.9%
ValueCountFrequency (%)
0.0 3
0.3%
10.0 1
 
0.1%
72.0 1
 
0.1%
257.0 1
 
0.1%
574.0 1
 
0.1%
6095.0 1
 
0.1%
7459.0 1
 
0.1%
9247.0 1
 
0.1%
12508.0 1
 
0.1%
13492.0 1
 
0.1%
ValueCountFrequency (%)
90579789.0 1
0.1%
87273114.0 1
0.1%
86960420.0 1
0.1%
84860815.0 1
0.1%
82354084.0 1
0.1%
82104477.0 1
0.1%
79499002.0 1
0.1%
77819560.0 1
0.1%
76274905.0 1
0.1%
75703427.0 1
0.1%

토탈 가스 증감량
Real number (ℝ)

Distinct1120
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-333123.62
Minimum-10033398
Maximum15287265
Zeros3
Zeros (%)0.3%
Negative705
Negative (%)62.8%
Memory size10.0 KiB
2024-05-04T01:08:00.103256image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-10033398
5-th percentile-3350874.3
Q1-606080
median-56097.75
Q3116567.25
95-th percentile1633311.4
Maximum15287265
Range25320663
Interquartile range (IQR)722647.25

Descriptive statistics

Standard deviation1878472.1
Coefficient of variation (CV)-5.638964
Kurtosis13.957857
Mean-333123.62
Median Absolute Deviation (MAD)308982.75
Skewness0.02139641
Sum-3.737647 × 108
Variance3.5286574 × 1012
MonotonicityNot monotonic
2024-05-04T01:08:00.565578image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 3
 
0.3%
-694147.0 1
 
0.1%
-1842746.0 1
 
0.1%
-7624.0 1
 
0.1%
-624658.0 1
 
0.1%
-1312402.5 1
 
0.1%
-675968.5 1
 
0.1%
-680514.0 1
 
0.1%
-529758.5 1
 
0.1%
-7159561.0 1
 
0.1%
Other values (1110) 1110
98.9%
ValueCountFrequency (%)
-10033398.0 1
0.1%
-9889119.0 1
0.1%
-9521556.5 1
0.1%
-9470856.0 1
0.1%
-8553409.5 1
0.1%
-8548498.3 1
0.1%
-8289914.5 1
0.1%
-8238177.0 1
0.1%
-8169859.5 1
0.1%
-8145255.0 1
0.1%
ValueCountFrequency (%)
15287265.0 1
0.1%
12665938.5 1
0.1%
11044507.0 1
0.1%
8948743.5 1
0.1%
8612105.0 1
0.1%
8452415.0 1
0.1%
7694380.5 1
0.1%
7318561.5 1
0.1%
6157597.5 1
0.1%
5551872.0 1
0.1%

토탈 가스탄소 증감량
Real number (ℝ)

Distinct1120
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-747423.97
Minimum-22474812
Maximum34243474
Zeros3
Zeros (%)0.3%
Negative705
Negative (%)62.8%
Memory size10.0 KiB
2024-05-04T01:08:00.988472image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-22474812
5-th percentile-7505958.4
Q1-1358973.3
median-122193.12
Q3261669.52
95-th percentile3658617.6
Maximum34243474
Range56718285
Interquartile range (IQR)1620642.8

Descriptive statistics

Standard deviation4182906.5
Coefficient of variation (CV)-5.5964308
Kurtosis13.587247
Mean-747423.97
Median Absolute Deviation (MAD)695106.72
Skewness-0.056712887
Sum-8.386097 × 108
Variance1.7496707 × 1013
MonotonicityNot monotonic
2024-05-04T01:08:01.396574image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 3
 
0.3%
-1388294.0 1
 
0.1%
-4127751.04 1
 
0.1%
-17077.76 1
 
0.1%
-1399233.92 1
 
0.1%
-2939781.6 1
 
0.1%
-1514169.44 1
 
0.1%
-1524351.36 1
 
0.1%
-1186659.04 1
 
0.1%
-16037416.64 1
 
0.1%
Other values (1110) 1110
98.9%
ValueCountFrequency (%)
-22474811.52 1
0.1%
-22151626.56 1
0.1%
-21328286.56 1
0.1%
-21214717.44 1
0.1%
-19159637.28 1
0.1%
-19148636.192 1
0.1%
-18569408.48 1
0.1%
-18453516.48 1
0.1%
-18300485.28 1
0.1%
-18245371.2 1
0.1%
ValueCountFrequency (%)
34243473.6 1
0.1%
25331877.0 1
0.1%
24739695.68 1
0.1%
20045185.44 1
0.1%
19291115.2 1
0.1%
18933409.6 1
0.1%
17235412.32 1
0.1%
16393577.76 1
0.1%
13793018.4 1
0.1%
12436193.28 1
0.1%

현년 수도사용량
Real number (ℝ)

Distinct1116
Distinct (%)99.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5465039.7
Minimum0
Maximum72576912
Zeros6
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size10.0 KiB
2024-05-04T01:08:01.851125image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile33110
Q11127113
median1932792.1
Q38854468.2
95-th percentile18883828
Maximum72576912
Range72576912
Interquartile range (IQR)7727355.2

Descriptive statistics

Standard deviation6667694.9
Coefficient of variation (CV)1.2200634
Kurtosis10.095775
Mean5465039.7
Median Absolute Deviation (MAD)1889277.6
Skewness2.1246752
Sum6.1317745 × 109
Variance4.4458155 × 1013
MonotonicityNot monotonic
2024-05-04T01:08:02.564229image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 6
 
0.5%
38278.0 2
 
0.2%
1392249.2 1
 
0.1%
6859860.8 1
 
0.1%
187015.2 1
 
0.1%
2019.0 1
 
0.1%
1632715.0 1
 
0.1%
12655474.249 1
 
0.1%
1827828.0 1
 
0.1%
1398431.4 1
 
0.1%
Other values (1106) 1106
98.6%
ValueCountFrequency (%)
0.0 6
0.5%
33.0 1
 
0.1%
38.2 1
 
0.1%
43.0 1
 
0.1%
48.0 1
 
0.1%
118.0 1
 
0.1%
158.0 1
 
0.1%
185.0 1
 
0.1%
223.0 1
 
0.1%
660.0 1
 
0.1%
ValueCountFrequency (%)
72576912.0 1
0.1%
39787195.4 1
0.1%
38092065.2 1
0.1%
37662630.2 1
0.1%
31110423.0 1
0.1%
27896671.6 1
0.1%
25102119.4 1
0.1%
24383515.6 1
0.1%
21034522.2 1
0.1%
21006705.8 1
0.1%

전년 수도사용량
Real number (ℝ)

Distinct1117
Distinct (%)99.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5532042
Minimum0
Maximum71174088
Zeros6
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size10.0 KiB
2024-05-04T01:08:03.086785image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile32562.35
Q11149153.6
median2042901.4
Q38964363.2
95-th percentile18867230
Maximum71174088
Range71174088
Interquartile range (IQR)7815209.6

Descriptive statistics

Standard deviation6720392.9
Coefficient of variation (CV)1.2148123
Kurtosis9.0432686
Mean5532042
Median Absolute Deviation (MAD)1996809.4
Skewness2.0495114
Sum6.2069512 × 109
Variance4.516368 × 1013
MonotonicityNot monotonic
2024-05-04T01:08:03.674832image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 6
 
0.5%
1812164.6 1
 
0.1%
183563.4 1
 
0.1%
2093.0 1
 
0.1%
1656710.6 1
 
0.1%
12649879.288 1
 
0.1%
1374222.8 1
 
0.1%
12656818.7 1
 
0.1%
3999579.0 1
 
0.1%
13222458.8 1
 
0.1%
Other values (1107) 1107
98.7%
ValueCountFrequency (%)
0.0 6
0.5%
30.0 1
 
0.1%
36.0 1
 
0.1%
39.0 1
 
0.1%
46.0 1
 
0.1%
118.0 1
 
0.1%
163.0 1
 
0.1%
200.0 1
 
0.1%
226.0 1
 
0.1%
695.0 1
 
0.1%
ValueCountFrequency (%)
71174087.8 1
0.1%
40020368.8 1
0.1%
37992615.4 1
0.1%
37681749.4 1
0.1%
31666367.8 1
0.1%
27787919.0 1
0.1%
25004559.0 1
0.1%
24943952.0 1
0.1%
21815144.2 1
0.1%
21798589.0 1
0.1%

전전년 수도사용량
Real number (ℝ)

Distinct1117
Distinct (%)99.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5572361.8
Minimum0
Maximum71155678
Zeros6
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size10.0 KiB
2024-05-04T01:08:04.191130image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile33371.45
Q11145252.2
median2112812.6
Q39139625.8
95-th percentile18940260
Maximum71155678
Range71155678
Interquartile range (IQR)7994373.6

Descriptive statistics

Standard deviation6738147.4
Coefficient of variation (CV)1.2092085
Kurtosis8.8101334
Mean5572361.8
Median Absolute Deviation (MAD)2059499.1
Skewness2.0199864
Sum6.2521899 × 109
Variance4.540263 × 1013
MonotonicityNot monotonic
2024-05-04T01:08:04.715383image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 6
 
0.5%
1653490.0 1
 
0.1%
194518.373 1
 
0.1%
2527.0 1
 
0.1%
1824616.6 1
 
0.1%
12668246.94 1
 
0.1%
1459810.8 1
 
0.1%
12838049.1 1
 
0.1%
4116372.4 1
 
0.1%
13488565.8 1
 
0.1%
Other values (1107) 1107
98.7%
ValueCountFrequency (%)
0.0 6
0.5%
38.0 1
 
0.1%
46.0 1
 
0.1%
57.0 1
 
0.1%
88.0 1
 
0.1%
116.0 1
 
0.1%
175.0 1
 
0.1%
191.0 1
 
0.1%
217.0 1
 
0.1%
790.0 1
 
0.1%
ValueCountFrequency (%)
71155677.6 1
0.1%
40591731.1 1
0.1%
37475505.6 1
0.1%
36315577.0 1
0.1%
31622071.2 1
0.1%
26244859.0 1
0.1%
24244400.16 1
0.1%
24106733.5 1
0.1%
22226384.0 1
0.1%
22046208.1 1
0.1%

토탈 수도 증감량
Real number (ℝ)

Distinct1117
Distinct (%)99.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-87651.524
Minimum-2668228.7
Maximum1412029.3
Zeros6
Zeros (%)0.5%
Negative724
Negative (%)64.5%
Memory size10.0 KiB
2024-05-04T01:08:05.397627image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-2668228.7
5-th percentile-641754.68
Q1-141654.01
median-24905.675
Q311096.123
95-th percentile198721.8
Maximum1412029.3
Range4080258
Interquartile range (IQR)152750.14

Descriptive statistics

Standard deviation294164.38
Coefficient of variation (CV)-3.356067
Kurtosis11.109233
Mean-87651.524
Median Absolute Deviation (MAD)64846.025
Skewness-1.5478311
Sum-98345010
Variance8.6532685 × 1010
MonotonicityNot monotonic
2024-05-04T01:08:05.928848image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 6
 
0.5%
95000.7 1
 
0.1%
-2025.6865 1
 
0.1%
-291.0 1
 
0.1%
-107948.6 1
 
0.1%
-3588.865 1
 
0.1%
-24767.6 1
 
0.1%
-117363.4 1
 
0.1%
-65730.7 1
 
0.1%
-76992.9 1
 
0.1%
Other values (1107) 1107
98.7%
ValueCountFrequency (%)
-2668228.6975 1
0.1%
-1530382.732 1
0.1%
-1514115.698 1
0.1%
-1494460.85 1
0.1%
-1448465.45 1
0.1%
-1433330.582 1
0.1%
-1328047.4 1
0.1%
-1316961.75 1
0.1%
-1224564.313 1
0.1%
-1224198.9 1
0.1%
ValueCountFrequency (%)
1412029.3 1
0.1%
1310022.2 1
0.1%
1145393.5 1
0.1%
1077447.4 1
0.1%
1057696.864 1
0.1%
943714.1 1
0.1%
928084.35 1
0.1%
880282.6 1
0.1%
787858.559 1
0.1%
776084.1 1
0.1%

토탈 수도탄소 증감량
Real number (ℝ)

Distinct1117
Distinct (%)99.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-34801.028
Minimum-2768324.9
Maximum1089231
Zeros6
Zeros (%)0.5%
Negative724
Negative (%)64.5%
Memory size10.0 KiB
2024-05-04T01:08:06.477424image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-2768324.9
5-th percentile-247542.59
Q1-47028.844
median-8342.6378
Q33897.3017
95-th percentile91181.237
Maximum1089231
Range3857555.9
Interquartile range (IQR)50926.146

Descriptive statistics

Standard deviation195599.76
Coefficient of variation (CV)-5.6205167
Kurtosis82.067339
Mean-34801.028
Median Absolute Deviation (MAD)21963.693
Skewness-6.7188156
Sum-39046753
Variance3.8259265 × 1010
MonotonicityNot monotonic
2024-05-04T01:08:07.156483image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 6
 
0.5%
283648.09 1
 
0.1%
-672.527918 1
 
0.1%
-96.612 1
 
0.1%
-35838.9352 1
 
0.1%
-1191.50318 1
 
0.1%
-8222.8432 1
 
0.1%
-38964.6488 1
 
0.1%
-21822.5924 1
 
0.1%
-25561.6428 1
 
0.1%
Other values (1107) 1107
98.7%
ValueCountFrequency (%)
-2768324.85 1
0.1%
-2651697.45 1
0.1%
-1884251.4 1
0.1%
-1869082.8 1
0.1%
-1402995.538 1
0.1%
-1180717.62 1
0.1%
-1127030.1 1
0.1%
-1124063.588 1
0.1%
-885851.92757 1
0.1%
-868969.802 1
0.1%
ValueCountFrequency (%)
1089231.0 1
0.1%
796985.1 1
0.1%
763856.4 1
0.1%
591557.4 1
0.1%
507533.4 1
0.1%
468792.72 1
0.1%
461002.22 1
0.1%
434927.3704 1
0.1%
410375.214 1
0.1%
380270.642 1
0.1%

현년 지역난방 사용량
Real number (ℝ)

MISSING  ZEROS 

Distinct319
Distinct (%)30.9%
Missing89
Missing (%)7.9%
Infinite0
Infinite (%)0.0%
Mean1347542.3
Minimum0
Maximum1.0613492 × 108
Zeros698
Zeros (%)62.2%
Negative0
Negative (%)0.0%
Memory size10.0 KiB
2024-05-04T01:08:07.701866image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q3728.267
95-th percentile10757727
Maximum1.0613492 × 108
Range1.0613492 × 108
Interquartile range (IQR)728.267

Descriptive statistics

Standard deviation5624391
Coefficient of variation (CV)4.1738141
Kurtosis123.80508
Mean1347542.3
Median Absolute Deviation (MAD)0
Skewness8.5634468
Sum1.3920112 × 109
Variance3.1633775 × 1013
MonotonicityNot monotonic
2024-05-04T01:08:08.411926image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 698
62.2%
1.0 6
 
0.5%
2.0 5
 
0.4%
9.0 3
 
0.3%
4.0 3
 
0.3%
0.01 2
 
0.2%
10.0 2
 
0.2%
13.0 2
 
0.2%
5.0 2
 
0.2%
12290667.843 1
 
0.1%
Other values (309) 309
27.5%
(Missing) 89
 
7.9%
ValueCountFrequency (%)
0.0 698
62.2%
0.01 2
 
0.2%
0.074 1
 
0.1%
0.075 1
 
0.1%
1.0 6
 
0.5%
1.114 1
 
0.1%
1.588 1
 
0.1%
2.0 5
 
0.4%
2.554 1
 
0.1%
3.0 1
 
0.1%
ValueCountFrequency (%)
106134923.132 1
0.1%
31655489.658 1
0.1%
31069705.783 1
0.1%
30320240.229 1
0.1%
29668211.872 1
0.1%
27615965.122 1
0.1%
27186166.133 1
0.1%
26759601.094 1
0.1%
26512966.052 1
0.1%
25989752.285 1
0.1%

전년 지역난방 사용량
Real number (ℝ)

MISSING  ZEROS 

Distinct319
Distinct (%)30.9%
Missing89
Missing (%)7.9%
Infinite0
Infinite (%)0.0%
Mean1301173.4
Minimum0
Maximum31593018
Zeros698
Zeros (%)62.2%
Negative0
Negative (%)0.0%
Memory size10.0 KiB
2024-05-04T01:08:09.209675image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q3544.555
95-th percentile11630333
Maximum31593018
Range31593018
Interquartile range (IQR)544.555

Descriptive statistics

Standard deviation4720019.6
Coefficient of variation (CV)3.6275101
Kurtosis17.77123
Mean1301173.4
Median Absolute Deviation (MAD)0
Skewness4.2061
Sum1.3441121 × 109
Variance2.2278585 × 1013
MonotonicityNot monotonic
2024-05-04T01:08:09.851140image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 698
62.2%
1.0 6
 
0.5%
2.0 6
 
0.5%
4.0 4
 
0.4%
0.01 2
 
0.2%
8.0 2
 
0.2%
23.0 2
 
0.2%
5.0 2
 
0.2%
18331.927 1
 
0.1%
4132.205 1
 
0.1%
Other values (309) 309
27.5%
(Missing) 89
 
7.9%
ValueCountFrequency (%)
0.0 698
62.2%
0.01 2
 
0.2%
0.052 1
 
0.1%
0.085 1
 
0.1%
1.0 6
 
0.5%
1.114 1
 
0.1%
1.264 1
 
0.1%
1.588 1
 
0.1%
2.0 6
 
0.5%
4.0 4
 
0.4%
ValueCountFrequency (%)
31593018.295 1
0.1%
30887768.504 1
0.1%
29402428.816 1
0.1%
28710647.855 1
0.1%
28510581.584 1
0.1%
27724865.787 1
0.1%
27181846.534 1
0.1%
26679608.084 1
0.1%
26420971.573 1
0.1%
26379428.114 1
0.1%

전전년 지역난방 사용량
Real number (ℝ)

MISSING  ZEROS 

Distinct319
Distinct (%)30.9%
Missing89
Missing (%)7.9%
Infinite0
Infinite (%)0.0%
Mean1308004.1
Minimum0
Maximum32149244
Zeros696
Zeros (%)62.0%
Negative0
Negative (%)0.0%
Memory size10.0 KiB
2024-05-04T01:08:10.308341image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q3583.818
95-th percentile11981642
Maximum32149244
Range32149244
Interquartile range (IQR)583.818

Descriptive statistics

Standard deviation4720661.3
Coefficient of variation (CV)3.609057
Kurtosis17.428217
Mean1308004.1
Median Absolute Deviation (MAD)0
Skewness4.1691281
Sum1.3511682 × 109
Variance2.2284643 × 1013
MonotonicityNot monotonic
2024-05-04T01:08:10.769225image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 696
62.0%
2.0 6
 
0.5%
1.0 5
 
0.4%
4.0 5
 
0.4%
5.0 2
 
0.2%
0.01 2
 
0.2%
67.0 2
 
0.2%
3.0 2
 
0.2%
7.0 2
 
0.2%
8.0 2
 
0.2%
Other values (309) 309
27.5%
(Missing) 89
 
7.9%
ValueCountFrequency (%)
0.0 696
62.0%
0.01 2
 
0.2%
0.052 1
 
0.1%
0.125 1
 
0.1%
1.0 5
 
0.4%
1.114 1
 
0.1%
1.264 1
 
0.1%
1.588 1
 
0.1%
2.0 6
 
0.5%
3.0 2
 
0.2%
ValueCountFrequency (%)
32149244.228 1
0.1%
30462662.092 1
0.1%
29411377.76 1
0.1%
28665109.882 1
0.1%
27541072.126 1
0.1%
27453425.209 1
0.1%
27090493.875 1
0.1%
27090069.62 1
0.1%
26742757.623 1
0.1%
25843069.813 1
0.1%

토탈 지역난방 증감량
Real number (ℝ)

MISSING  SKEWED  ZEROS 

Distinct311
Distinct (%)30.1%
Missing89
Missing (%)7.9%
Infinite0
Infinite (%)0.0%
Mean43101.523
Minimum-5010446.5
Maximum79773640
Zeros718
Zeros (%)64.0%
Negative177
Negative (%)15.8%
Memory size10.0 KiB
2024-05-04T01:08:11.196936image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-5010446.5
5-th percentile-379223.74
Q10
median0
Q30
95-th percentile14527.968
Maximum79773640
Range84784086
Interquartile range (IQR)0

Descriptive statistics

Standard deviation2571212.2
Coefficient of variation (CV)59.654787
Kurtosis898.28439
Mean43101.523
Median Absolute Deviation (MAD)0
Skewness28.9387
Sum44523873
Variance6.611132 × 1012
MonotonicityNot monotonic
2024-05-04T01:08:11.627845image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 718
64.0%
-3.0 3
 
0.3%
2.0 2
 
0.2%
-24.0 2
 
0.2%
-1.0 2
 
0.2%
-16.0 1
 
0.1%
-4.005 1
 
0.1%
6733.8795 1
 
0.1%
0.019 1
 
0.1%
1240.4125 1
 
0.1%
Other values (301) 301
26.8%
(Missing) 89
 
7.9%
ValueCountFrequency (%)
-5010446.483 1
0.1%
-4829280.8475 1
0.1%
-4620572.052 1
0.1%
-4446366.207 1
0.1%
-3637930.3205 1
0.1%
-3610171.077 1
0.1%
-3542158.0525 1
0.1%
-3529122.9895 1
0.1%
-3273112.999 1
0.1%
-3118510.6695 1
0.1%
ValueCountFrequency (%)
79773639.807 1
0.1%
5436388.881 1
0.1%
5129773.6875 1
0.1%
4805439.281 1
0.1%
4695239.538 1
0.1%
4406274.9615 1
0.1%
3859229.2525 1
0.1%
3288733.2175 1
0.1%
2384379.7145 1
0.1%
2378921.867 1
0.1%

토탈 지역난방탄소 증감량
Real number (ℝ)

MISSING  ZEROS 

Distinct313
Distinct (%)30.3%
Missing89
Missing (%)7.9%
Infinite0
Infinite (%)0.0%
Mean-427726.77
Minimum-1.4642585 × 108
Maximum2.7763422 × 108
Zeros718
Zeros (%)64.0%
Negative182
Negative (%)16.2%
Memory size10.0 KiB
2024-05-04T01:08:12.041034image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-1.4642585 × 108
5-th percentile-1483269.2
Q10
median0
Q30
95-th percentile141407.3
Maximum2.7763422 × 108
Range4.2406007 × 108
Interquartile range (IQR)0

Descriptive statistics

Standard deviation13079647
Coefficient of variation (CV)-30.579445
Kurtosis226.78882
Mean-427726.77
Median Absolute Deviation (MAD)0
Skewness7.0564677
Sum-4.4184175 × 108
Variance1.7107717 × 1014
MonotonicityNot monotonic
2024-05-04T01:08:12.444236image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 718
64.0%
-3.0 2
 
0.2%
7.964 2
 
0.2%
-3.982 2
 
0.2%
15245.907238 1
 
0.1%
18340444.873452 1
 
0.1%
396342.074376 1
 
0.1%
306254.384304 1
 
0.1%
0.005928 1
 
0.1%
-109193.15365 1
 
0.1%
Other values (303) 303
27.0%
(Missing) 89
 
7.9%
ValueCountFrequency (%)
-146425852.370447 1
0.1%
-122344613.97751 1
0.1%
-71427110.705588 1
0.1%
-62620829.332072 1
0.1%
-59658969.202058 1
0.1%
-59533003.283216 1
0.1%
-57576849.13704 1
0.1%
-53809733.46232 1
0.1%
-50186960.831531 1
0.1%
-49965780.480428 1
0.1%
ValueCountFrequency (%)
277634216.822492 1
0.1%
93385361.16867 1
0.1%
82877450.003377 1
0.1%
49262020.946734 1
0.1%
37019744.536332 1
0.1%
35905988.439686 1
0.1%
27458969.182215 1
0.1%
18340444.873452 1
0.1%
16036998.03812 1
0.1%
15742149.426704 1
0.1%

등록일
Date

Distinct172
Distinct (%)15.3%
Missing0
Missing (%)0.0%
Memory size8.9 KiB
Minimum2015-06-04 16:59:30
Maximum2024-04-01 04:02:11
2024-05-04T01:08:12.782394image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-04T01:08:13.156623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

Sample

년도월회원타입건수현년 전기사용량전년 전기사용량전전년 전기사용량토탈 전기 증감량토탈 전기탄소 증감량현년 가스사용량전년 가스사용량전전년 가스사용량토탈 가스 증감량토탈 가스탄소 증감량현년 수도사용량전년 수도사용량전전년 수도사용량토탈 수도 증감량토탈 수도탄소 증감량현년 지역난방 사용량전년 지역난방 사용량전전년 지역난방 사용량토탈 지역난방 증감량토탈 지역난방탄소 증감량등록일
020241학교6713173449808.0184836614.0173121193.0-5529095.5-5536495.9484194934.05121642.04664989.0-694147.0-1388294.01827828.01812164.61653490.095000.7283648.0925825.60626989.01228927.732-2132.766-7836.183892024-04-01 04:02:11.0
120241종교단체8399836262.010058729.09283278.0165258.5165258.5484177.0568786.0512842.0-56637.0-113274.044746.044259.033830.05701.517104.50.00.00.00.00.02024-04-01 04:02:11.0
220241소상공인50861109922703.0116243584.0112817313.0-4607745.5-4609006.6522813784.03114518.02845427.0-164929.5-329859.01352186.11388535.11326845.6-5504.25-16918.2862641.772814.883422.84-477.09-1051.3425362024-04-01 04:02:11.0
320241기업19395630117022.0648104328.0638505916.0-13188100.0-13188100.051931777.050638434.047013530.03106235.56212471.04158908.84188918.93893210.1117844.3353532.90.00.00.00.00.02024-04-01 04:02:11.0
420241공동주택관리소3694544940620.0555754644.0560539587.0-13206495.5-13206495.511651404.013368262.012009093.0-1037273.5-2074547.019528607.619612680.120195888.5-375676.7-1127030.10.00.00.00.00.02024-04-01 04:02:11.0
520241공공기관2365161205725.0165277912.0163456452.0-3161457.0-3161457.03938134.03769246.03126045.0491036.5982073.01079812.31066810.2911366.090724.2272172.60.00.00.00.00.02024-04-01 04:02:11.0
620241개인1222195290223476.0295593527.0300877190.0-8011882.5-6133526.91665608930.070275851.069638510.0-4321187.5-8642375.014119336.814454672.514888409.7-552204.3-724172.24626759601.09428510581.58429411377.76-2201378.578-3261792.0484652024-04-01 04:02:11.0
7202312학교6715162734014.0161837019.0150010042.06810483.56805557.266197567.06521580.06316887.0-220083.5-440167.01876181.01917794.41742244.446161.6138851.6522273.326543.82425025.53-3511.377-9893.3183062024-03-01 04:02:24.0
8202312종교단체8398023172.07674903.06914286.0728577.5728577.5386986.0368562.0408119.0-1354.5-2709.047209.046789.038987.04321.012963.00.00.00.00.00.02024-03-01 04:02:24.0
9202312소상공인5082396714925.098471033.095535546.0-288364.5-290160.182751474.02893292.02747006.0-67409.5-134819.01537149.41542718.81460944.635317.7105963.7722410.792964.862878.71-510.995-832.3306642024-03-01 04:02:24.0
년도월회원타입건수현년 전기사용량전년 전기사용량전전년 전기사용량토탈 전기 증감량토탈 전기탄소 증감량현년 가스사용량전년 가스사용량전전년 가스사용량토탈 가스 증감량토탈 가스탄소 증감량현년 수도사용량전년 수도사용량전전년 수도사용량토탈 수도 증감량토탈 수도탄소 증감량현년 지역난방 사용량전년 지역난방 사용량전전년 지역난방 사용량토탈 지역난방 증감량토탈 지역난방탄소 증감량등록일
1112200911공공기관61123374442.022565760.023320043.048674.520637.988552722.0461975.0582823.044353.0123301.34311147.0268451.0304636.023997.57967.17<NA><NA><NA><NA><NA>2015-06-08 15:06:45.0
1113200911개인520896596224.06476917.06222457.043535.018458.842405251.02252842.02514740.0-260864.0-725211.37707962.912686691.209650088.19-18767.192-6230.7077440.00.00.00.00.02015-06-08 15:06:45.0
1114200910학교37516643570.016077657.015322285.0799624.0339040.576591316.0618528.0561547.0-577.5-1605.45345346.4305619.066286103.042987.33414271.794888<NA><NA><NA><NA><NA>2015-06-08 15:07:34.0
1115200910기업173452667514.054702807.052328026.0-984115.0-417264.762749303.02905070.03031981.0-315862.0-878096.361009451.2969469.01001182.62459.9816.6868<NA><NA><NA><NA><NA>2015-06-08 15:07:34.0
1116200910공동주택관리소35471245981.070342743.066447877.01828320.0775207.68860111.0861831.0997652.0-21633.5-60141.133228419.43170417.22860739.6106455.535343.226<NA><NA><NA><NA><NA>2015-06-08 15:07:34.0
1117200910공공기관56316216821.014813807.015376858.01005352.5426269.46298824.0257268.0283315.015192.042233.76335667.4292398.4295224.034374.711412.4004<NA><NA><NA><NA><NA>2015-06-08 15:07:34.0
1118200910개인437114976029.04973414.04982141.0-80786.0-34253.264956426.0953107.0997993.0-271125.5-753729.43607671.1575714.948550578.2344139.611374.350520.00.00.00.00.02015-06-08 15:07:34.0
111920099기업1259.0275.0297.0-27.0-11.44813.010.010.03.08.3438.236.057.0-8.3-2.7556<NA><NA><NA><NA><NA>2015-06-08 15:08:20.0
112020099공동주택관리소25250493183.049761424.048591204.0752133.5318904.604198961.0201013.0219458.0-497.0-1381.662070903.61968248.41836092.9119492.9539671.6594<NA><NA><NA><NA><NA>2015-06-08 15:08:20.0
112120099개인306913408312.03322130.03347949.032295.513693.292476425.0468711.0463825.0-172482.0-479499.96422157.68393858.244375477.22912866.1354271.556820.00.00.00.00.02015-06-08 15:08:20.0