Overview

Dataset statistics

Number of variables26
Number of observations10000
Missing cells0
Missing cells (%)0.0%
Duplicate rows170
Duplicate rows (%)1.7%
Total size in memory2.3 MiB
Average record size in memory240.0 B

Variable types

Categorical5
Numeric21

Dataset

Description년도,월,사용년월,현재사용량(전기),전년사용량(전기),전전년사용량(전기),감축량(전기),감축율(전기),현재사용량(가스),전년사용량(가스),전전년사용량(가스),감축량(가스),감축율(가스),현재사용량(수도),전년사용량(수도),전전년사용량(수도),감축량(수도),감축율(수도),현재사용량(지역난방),전년사용량(지역난방),전전년사용량(지역난방),감축량(지역난방),감축율(지역난방),회원타입,가족수,구청코드
Author서울특별시
URLhttps://data.seoul.go.kr/dataList/OA-15360/S/1/datasetView.do

Alerts

년도 has constant value ""Constant
월 has constant value ""Constant
사용년월 has constant value ""Constant
Dataset has 170 (1.7%) duplicate rowsDuplicates
회원타입 is highly imbalanced (89.2%)Imbalance
현재사용량(전기) is highly skewed (γ1 = 97.62405491)Skewed
전년사용량(전기) is highly skewed (γ1 = 97.28844186)Skewed
전전년사용량(전기) is highly skewed (γ1 = 97.48530907)Skewed
현재사용량(가스) is highly skewed (γ1 = 70.50205989)Skewed
전년사용량(가스) is highly skewed (γ1 = 69.39280514)Skewed
전전년사용량(가스) is highly skewed (γ1 = 70.99633414)Skewed
감축량(가스) is highly skewed (γ1 = -46.0053955)Skewed
감축율(가스) is highly skewed (γ1 = -46.0053955)Skewed
현재사용량(수도) is highly skewed (γ1 = 40.24957745)Skewed
전년사용량(수도) is highly skewed (γ1 = 41.73434226)Skewed
전전년사용량(수도) is highly skewed (γ1 = 42.754977)Skewed
가족수 is highly skewed (γ1 = 69.29745367)Skewed
현재사용량(전기) has 2720 (27.2%) zerosZeros
전년사용량(전기) has 2720 (27.2%) zerosZeros
전전년사용량(전기) has 2720 (27.2%) zerosZeros
감축량(전기) has 2828 (28.3%) zerosZeros
감축율(전기) has 2828 (28.3%) zerosZeros
현재사용량(가스) has 6604 (66.0%) zerosZeros
전년사용량(가스) has 6604 (66.0%) zerosZeros
전전년사용량(가스) has 6604 (66.0%) zerosZeros
감축량(가스) has 6697 (67.0%) zerosZeros
감축율(가스) has 6697 (67.0%) zerosZeros
현재사용량(수도) has 5768 (57.7%) zerosZeros
전년사용량(수도) has 5768 (57.7%) zerosZeros
전전년사용량(수도) has 5768 (57.7%) zerosZeros
감축량(수도) has 6057 (60.6%) zerosZeros
감축율(수도) has 6057 (60.6%) zerosZeros
현재사용량(지역난방) has 8685 (86.9%) zerosZeros
전년사용량(지역난방) has 8685 (86.9%) zerosZeros
전전년사용량(지역난방) has 8685 (86.9%) zerosZeros
감축량(지역난방) has 8725 (87.2%) zerosZeros
감축율(지역난방) has 8725 (87.2%) zerosZeros
가족수 has 4246 (42.5%) zerosZeros

Reproduction

Analysis started2024-05-04 03:00:56.419097
Analysis finished2024-05-04 03:00:57.081992
Duration0.66 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

년도
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2024
10000 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2024
2nd row2024
3rd row2024
4th row2024
5th row2024

Common Values

ValueCountFrequency (%)
2024 10000
100.0%

Length

2024-05-04T03:00:57.287325image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-04T03:00:57.472044image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2024 10000
100.0%

월
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2
10000 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2
2nd row2
3rd row2
4th row2
5th row2

Common Values

ValueCountFrequency (%)
2 10000
100.0%

Length

2024-05-04T03:00:57.660763image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-04T03:00:57.859936image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2 10000
100.0%

사용년월
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
202402
10000 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row202402
2nd row202402
3rd row202402
4th row202402
5th row202402

Common Values

ValueCountFrequency (%)
202402 10000
100.0%

Length

2024-05-04T03:00:58.121254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-04T03:00:58.420380image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
202402 10000
100.0%

현재사용량(전기)
Real number (ℝ)

SKEWED  ZEROS 

Distinct870
Distinct (%)8.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1179.9055
Minimum0
Maximum6227078
Zeros2720
Zeros (%)27.2%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-04T03:00:58.766613image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median207
Q3308
95-th percentile500.05
Maximum6227078
Range6227078
Interquartile range (IQR)308

Descriptive statistics

Standard deviation62783.282
Coefficient of variation (CV)53.210433
Kurtosis9674.3476
Mean1179.9055
Median Absolute Deviation (MAD)129
Skewness97.624055
Sum11799055
Variance3.9417406 × 109
MonotonicityNot monotonic
2024-05-04T03:00:59.221965image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 2720
 
27.2%
257 41
 
0.4%
271 38
 
0.4%
228 34
 
0.3%
297 34
 
0.3%
221 33
 
0.3%
209 32
 
0.3%
258 32
 
0.3%
273 32
 
0.3%
274 31
 
0.3%
Other values (860) 6973
69.7%
ValueCountFrequency (%)
0 2720
27.2%
1 11
 
0.1%
2 4
 
< 0.1%
3 6
 
0.1%
4 2
 
< 0.1%
5 3
 
< 0.1%
6 7
 
0.1%
7 3
 
< 0.1%
8 5
 
0.1%
9 4
 
< 0.1%
ValueCountFrequency (%)
6227078 1
< 0.1%
422247 1
< 0.1%
401731 1
< 0.1%
294651 1
< 0.1%
255148 1
< 0.1%
162500 1
< 0.1%
129317 1
< 0.1%
120651 1
< 0.1%
108204 1
< 0.1%
98772 1
< 0.1%

전년사용량(전기)
Real number (ℝ)

SKEWED  ZEROS 

Distinct888
Distinct (%)8.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1188.5175
Minimum0
Maximum6061332
Zeros2720
Zeros (%)27.2%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-04T03:00:59.628284image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median207
Q3308
95-th percentile503.05
Maximum6061332
Range6061332
Interquartile range (IQR)308

Descriptive statistics

Standard deviation61184.045
Coefficient of variation (CV)51.479296
Kurtosis9628.7538
Mean1188.5175
Median Absolute Deviation (MAD)127
Skewness97.288442
Sum11885175
Variance3.7434873 × 109
MonotonicityNot monotonic
2024-05-04T03:01:00.076705image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 2720
 
27.2%
269 35
 
0.4%
260 35
 
0.4%
246 34
 
0.3%
279 33
 
0.3%
234 33
 
0.3%
314 32
 
0.3%
240 32
 
0.3%
252 32
 
0.3%
203 32
 
0.3%
Other values (878) 6982
69.8%
ValueCountFrequency (%)
0 2720
27.2%
1 4
 
< 0.1%
2 3
 
< 0.1%
3 2
 
< 0.1%
4 4
 
< 0.1%
5 5
 
0.1%
6 4
 
< 0.1%
7 5
 
0.1%
8 2
 
< 0.1%
9 1
 
< 0.1%
ValueCountFrequency (%)
6061332 1
< 0.1%
421402 1
< 0.1%
385433 1
< 0.1%
301244 1
< 0.1%
241777 1
< 0.1%
230472 1
< 0.1%
192091 1
< 0.1%
132249 1
< 0.1%
121788 1
< 0.1%
118202 1
< 0.1%

전전년사용량(전기)
Real number (ℝ)

SKEWED  ZEROS 

Distinct911
Distinct (%)9.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1193.7778
Minimum0
Maximum6152144
Zeros2720
Zeros (%)27.2%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-04T03:01:00.757510image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median218
Q3322
95-th percentile528
Maximum6152144
Range6152144
Interquartile range (IQR)322

Descriptive statistics

Standard deviation62058.029
Coefficient of variation (CV)51.984573
Kurtosis9655.3548
Mean1193.7778
Median Absolute Deviation (MAD)133
Skewness97.485309
Sum11937778
Variance3.8511989 × 109
MonotonicityNot monotonic
2024-05-04T03:01:01.235438image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 2720
 
27.2%
260 37
 
0.4%
231 36
 
0.4%
262 35
 
0.4%
226 35
 
0.4%
240 34
 
0.3%
342 32
 
0.3%
227 32
 
0.3%
245 32
 
0.3%
277 32
 
0.3%
Other values (901) 6975
69.8%
ValueCountFrequency (%)
0 2720
27.2%
1 5
 
0.1%
2 4
 
< 0.1%
3 4
 
< 0.1%
4 3
 
< 0.1%
5 3
 
< 0.1%
6 2
 
< 0.1%
7 4
 
< 0.1%
8 3
 
< 0.1%
9 5
 
0.1%
ValueCountFrequency (%)
6152144 1
< 0.1%
431168 1
< 0.1%
401314 1
< 0.1%
313556 1
< 0.1%
182682 1
< 0.1%
169560 1
< 0.1%
162360 1
< 0.1%
139842 1
< 0.1%
123525 1
< 0.1%
113753 1
< 0.1%

감축량(전기)
Real number (ℝ)

ZEROS 

Distinct1015
Distinct (%)10.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-11.24215
Minimum-148446
Maximum120340
Zeros2828
Zeros (%)28.3%
Negative3893
Negative (%)38.9%
Memory size166.0 KiB
2024-05-04T03:01:01.669992image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-148446
5-th percentile-111
Q1-21
median0
Q311
95-th percentile87
Maximum120340
Range268786
Interquartile range (IQR)32

Descriptive statistics

Standard deviation2038.1606
Coefficient of variation (CV)-181.29634
Kurtosis4080.5924
Mean-11.24215
Median Absolute Deviation (MAD)16
Skewness-16.73218
Sum-112421.5
Variance4154098.8
MonotonicityNot monotonic
2024-05-04T03:01:02.307340image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 2828
28.3%
4.0 50
 
0.5%
-3.0 49
 
0.5%
-1.0 48
 
0.5%
1.0 47
 
0.5%
-3.5 46
 
0.5%
-11.0 45
 
0.4%
3.0 44
 
0.4%
0.5 43
 
0.4%
17.0 43
 
0.4%
Other values (1005) 6757
67.6%
ValueCountFrequency (%)
-148446.0 1
< 0.1%
-27450.0 1
< 0.1%
-24886.5 1
< 0.1%
-12749.0 1
< 0.1%
-10440.0 1
< 0.1%
-6728.5 1
< 0.1%
-5818.0 1
< 0.1%
-5136.0 1
< 0.1%
-4280.0 1
< 0.1%
-4038.0 1
< 0.1%
ValueCountFrequency (%)
120340.0 1
< 0.1%
53079.5 1
< 0.1%
8357.5 1
< 0.1%
6643.0 1
< 0.1%
6321.0 1
< 0.1%
5397.0 1
< 0.1%
3593.0 1
< 0.1%
3531.0 1
< 0.1%
3278.5 1
< 0.1%
3197.0 1
< 0.1%

감축율(전기)
Real number (ℝ)

ZEROS 

Distinct1513
Distinct (%)15.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-10.417462
Minimum-148446
Maximum120340
Zeros2828
Zeros (%)28.3%
Negative3893
Negative (%)38.9%
Memory size166.0 KiB
2024-05-04T03:01:02.794076image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-148446
5-th percentile-76.016
Q1-11.66
median0
Q35.936
95-th percentile55
Maximum120340
Range268786
Interquartile range (IQR)17.596

Descriptive statistics

Standard deviation2037.5911
Coefficient of variation (CV)-195.59382
Kurtosis4085.1867
Mean-10.417462
Median Absolute Deviation (MAD)8.5
Skewness-16.747473
Sum-104174.62
Variance4151777.7
MonotonicityNot monotonic
2024-05-04T03:01:03.329291image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 2828
28.3%
-1.272 33
 
0.3%
7.208 32
 
0.3%
-0.424 32
 
0.3%
-4.664 32
 
0.3%
-1.484 30
 
0.3%
1.696 30
 
0.3%
0.212 30
 
0.3%
4.664 28
 
0.3%
-4.876 28
 
0.3%
Other values (1503) 6897
69.0%
ValueCountFrequency (%)
-148446.0 1
< 0.1%
-27450.0 1
< 0.1%
-24886.5 1
< 0.1%
-12749.0 1
< 0.1%
-10440.0 1
< 0.1%
-6728.5 1
< 0.1%
-5818.0 1
< 0.1%
-5136.0 1
< 0.1%
-4280.0 1
< 0.1%
-4038.0 1
< 0.1%
ValueCountFrequency (%)
120340.0 1
< 0.1%
53079.5 1
< 0.1%
8357.5 1
< 0.1%
6643.0 1
< 0.1%
6321.0 1
< 0.1%
5397.0 1
< 0.1%
3593.0 1
< 0.1%
3531.0 1
< 0.1%
3278.5 1
< 0.1%
3126.44 1
< 0.1%

현재사용량(가스)
Real number (ℝ)

SKEWED  ZEROS 

Distinct398
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean78.0452
Minimum0
Maximum147346
Zeros6604
Zeros (%)66.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-04T03:01:03.832394image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q378
95-th percentile225
Maximum147346
Range147346
Interquartile range (IQR)78

Descriptive statistics

Standard deviation1895.0382
Coefficient of variation (CV)24.281291
Kurtosis5094.8691
Mean78.0452
Median Absolute Deviation (MAD)0
Skewness70.50206
Sum780452
Variance3591169.8
MonotonicityNot monotonic
2024-05-04T03:01:04.676896image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 6604
66.0%
5 34
 
0.3%
7 31
 
0.3%
6 29
 
0.3%
8 28
 
0.3%
4 27
 
0.3%
133 26
 
0.3%
132 25
 
0.2%
144 25
 
0.2%
11 25
 
0.2%
Other values (388) 3146
31.5%
ValueCountFrequency (%)
0 6604
66.0%
1 15
 
0.1%
2 11
 
0.1%
3 11
 
0.1%
4 27
 
0.3%
5 34
 
0.3%
6 29
 
0.3%
7 31
 
0.3%
8 28
 
0.3%
9 23
 
0.2%
ValueCountFrequency (%)
147346 1
< 0.1%
116942 1
< 0.1%
17831 1
< 0.1%
7026 1
< 0.1%
6558 1
< 0.1%
6102 1
< 0.1%
4472 1
< 0.1%
2321 1
< 0.1%
1972 1
< 0.1%
1963 1
< 0.1%

전년사용량(가스)
Real number (ℝ)

SKEWED  ZEROS 

Distinct428
Distinct (%)4.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean79.4349
Minimum0
Maximum130034
Zeros6604
Zeros (%)66.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-04T03:01:05.260955image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q384
95-th percentile236
Maximum130034
Range130034
Interquartile range (IQR)84

Descriptive statistics

Standard deviation1767.5474
Coefficient of variation (CV)22.251522
Kurtosis4890.6243
Mean79.4349
Median Absolute Deviation (MAD)0
Skewness69.392805
Sum794349
Variance3124223.8
MonotonicityNot monotonic
2024-05-04T03:01:05.847744image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 6604
66.0%
9 32
 
0.3%
6 31
 
0.3%
5 30
 
0.3%
11 25
 
0.2%
8 24
 
0.2%
132 24
 
0.2%
7 24
 
0.2%
120 23
 
0.2%
12 23
 
0.2%
Other values (418) 3160
31.6%
ValueCountFrequency (%)
0 6604
66.0%
1 8
 
0.1%
2 15
 
0.1%
3 13
 
0.1%
4 23
 
0.2%
5 30
 
0.3%
6 31
 
0.3%
7 24
 
0.2%
8 24
 
0.2%
9 32
 
0.3%
ValueCountFrequency (%)
130034 1
< 0.1%
117799 1
< 0.1%
16067 1
< 0.1%
6343 1
< 0.1%
5522 1
< 0.1%
5269 1
< 0.1%
5049 1
< 0.1%
3022 1
< 0.1%
2425 1
< 0.1%
2346 1
< 0.1%

전전년사용량(가스)
Real number (ℝ)

SKEWED  ZEROS 

Distinct440
Distinct (%)4.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean88.7266
Minimum0
Maximum165826
Zeros6604
Zeros (%)66.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-04T03:01:06.280060image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q395
95-th percentile254.05
Maximum165826
Range165826
Interquartile range (IQR)95

Descriptive statistics

Standard deviation2089.9586
Coefficient of variation (CV)23.55504
Kurtosis5203.2092
Mean88.7266
Median Absolute Deviation (MAD)0
Skewness70.996334
Sum887266
Variance4367926.9
MonotonicityNot monotonic
2024-05-04T03:01:06.712543image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 6604
66.0%
7 30
 
0.3%
8 25
 
0.2%
11 24
 
0.2%
5 23
 
0.2%
173 22
 
0.2%
190 22
 
0.2%
4 22
 
0.2%
120 21
 
0.2%
161 21
 
0.2%
Other values (430) 3186
31.9%
ValueCountFrequency (%)
0 6604
66.0%
1 7
 
0.1%
2 12
 
0.1%
3 11
 
0.1%
4 22
 
0.2%
5 23
 
0.2%
6 19
 
0.2%
7 30
 
0.3%
8 25
 
0.2%
9 16
 
0.2%
ValueCountFrequency (%)
165826 1
< 0.1%
124273 1
< 0.1%
21229 1
< 0.1%
11587 1
< 0.1%
5754 1
< 0.1%
4836 1
< 0.1%
4445 1
< 0.1%
3003 1
< 0.1%
2544 1
< 0.1%
2235 1
< 0.1%

감축량(가스)
Real number (ℝ)

SKEWED  ZEROS 

Distinct448
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-5.98905
Minimum-10211.5
Maximum5533.5
Zeros6697
Zeros (%)67.0%
Negative2333
Negative (%)23.3%
Memory size166.0 KiB
2024-05-04T03:01:07.278707image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-10211.5
5-th percentile-50
Q10
median0
Q30
95-th percentile13.025
Maximum5533.5
Range15745
Interquartile range (IQR)0

Descriptive statistics

Standard deviation125.79644
Coefficient of variation (CV)-21.004406
Kurtosis4741.7005
Mean-5.98905
Median Absolute Deviation (MAD)0
Skewness-46.005395
Sum-59890.5
Variance15824.743
MonotonicityNot monotonic
2024-05-04T03:01:07.973815image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 6697
67.0%
-13.0 38
 
0.4%
-0.5 38
 
0.4%
0.5 37
 
0.4%
-4.5 37
 
0.4%
-1.0 36
 
0.4%
1.0 36
 
0.4%
-2.0 36
 
0.4%
-3.5 36
 
0.4%
-2.5 36
 
0.4%
Other values (438) 2973
29.7%
ValueCountFrequency (%)
-10211.5 1
< 0.1%
-2863.0 1
< 0.1%
-1651.5 1
< 0.1%
-817.0 1
< 0.1%
-742.0 1
< 0.1%
-482.0 1
< 0.1%
-419.5 1
< 0.1%
-396.5 1
< 0.1%
-307.5 1
< 0.1%
-304.0 1
< 0.1%
ValueCountFrequency (%)
5533.5 1
< 0.1%
1505.5 1
< 0.1%
1388.0 1
< 0.1%
685.0 1
< 0.1%
292.5 1
< 0.1%
284.5 1
< 0.1%
276.0 1
< 0.1%
244.5 1
< 0.1%
212.5 1
< 0.1%
210.5 1
< 0.1%

감축율(가스)
Real number (ℝ)

SKEWED  ZEROS 

Distinct448
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-11.9781
Minimum-20423
Maximum11067
Zeros6697
Zeros (%)67.0%
Negative2333
Negative (%)23.3%
Memory size166.0 KiB
2024-05-04T03:01:08.553038image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-20423
5-th percentile-100
Q10
median0
Q30
95-th percentile26.05
Maximum11067
Range31490
Interquartile range (IQR)0

Descriptive statistics

Standard deviation251.59287
Coefficient of variation (CV)-21.004406
Kurtosis4741.7005
Mean-11.9781
Median Absolute Deviation (MAD)0
Skewness-46.005395
Sum-119781
Variance63298.973
MonotonicityNot monotonic
2024-05-04T03:01:09.219230image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 6697
67.0%
-26 38
 
0.4%
-1 38
 
0.4%
1 37
 
0.4%
-9 37
 
0.4%
-2 36
 
0.4%
2 36
 
0.4%
-4 36
 
0.4%
-7 36
 
0.4%
-5 36
 
0.4%
Other values (438) 2973
29.7%
ValueCountFrequency (%)
-20423 1
< 0.1%
-5726 1
< 0.1%
-3303 1
< 0.1%
-1634 1
< 0.1%
-1484 1
< 0.1%
-964 1
< 0.1%
-839 1
< 0.1%
-793 1
< 0.1%
-615 1
< 0.1%
-608 1
< 0.1%
ValueCountFrequency (%)
11067 1
< 0.1%
3011 1
< 0.1%
2776 1
< 0.1%
1370 1
< 0.1%
585 1
< 0.1%
569 1
< 0.1%
552 1
< 0.1%
489 1
< 0.1%
425 1
< 0.1%
421 1
< 0.1%

현재사용량(수도)
Real number (ℝ)

SKEWED  ZEROS 

Distinct290
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21.94629
Minimum-12
Maximum19158
Zeros5768
Zeros (%)57.7%
Negative1
Negative (%)< 0.1%
Memory size166.0 KiB
2024-05-04T03:01:09.872082image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-12
5-th percentile0
Q10
median0
Q315
95-th percentile36
Maximum19158
Range19170
Interquartile range (IQR)15

Descriptive statistics

Standard deviation341.12468
Coefficient of variation (CV)15.543615
Kurtosis1864.2343
Mean21.94629
Median Absolute Deviation (MAD)0
Skewness40.249577
Sum219462.9
Variance116366.04
MonotonicityNot monotonic
2024-05-04T03:01:10.555971image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 5768
57.7%
13.0 183
 
1.8%
10.0 181
 
1.8%
12.0 178
 
1.8%
16.0 176
 
1.8%
18.0 171
 
1.7%
15.0 169
 
1.7%
19.0 167
 
1.7%
14.0 166
 
1.7%
11.0 164
 
1.6%
Other values (280) 2677
26.8%
ValueCountFrequency (%)
-12.0 1
 
< 0.1%
0.0 5768
57.7%
1.0 25
 
0.2%
1.2 2
 
< 0.1%
2.0 57
 
0.6%
3.0 62
 
0.6%
4.0 76
 
0.8%
5.0 98
 
1.0%
5.4 1
 
< 0.1%
5.8 1
 
< 0.1%
ValueCountFrequency (%)
19158.0 1
< 0.1%
15146.0 1
< 0.1%
14707.0 1
< 0.1%
10894.0 1
< 0.1%
7770.0 1
< 0.1%
4775.0 1
< 0.1%
3972.0 1
< 0.1%
3898.0 1
< 0.1%
3690.0 1
< 0.1%
3688.0 2
< 0.1%

전년사용량(수도)
Real number (ℝ)

SKEWED  ZEROS 

Distinct286
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21.68946
Minimum0
Maximum19538
Zeros5768
Zeros (%)57.7%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-04T03:01:11.159636image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q315
95-th percentile36
Maximum19538
Range19538
Interquartile range (IQR)15

Descriptive statistics

Standard deviation344.7499
Coefficient of variation (CV)15.894812
Kurtosis1983.4809
Mean21.68946
Median Absolute Deviation (MAD)0
Skewness41.734342
Sum216894.6
Variance118852.49
MonotonicityNot monotonic
2024-05-04T03:01:11.679618image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 5768
57.7%
15.0 200
 
2.0%
14.0 183
 
1.8%
16.0 180
 
1.8%
12.0 177
 
1.8%
13.0 177
 
1.8%
10.0 170
 
1.7%
19.0 163
 
1.6%
17.0 162
 
1.6%
18.0 156
 
1.6%
Other values (276) 2664
26.6%
ValueCountFrequency (%)
0.0 5768
57.7%
1.0 37
 
0.4%
1.4 1
 
< 0.1%
2.0 44
 
0.4%
3.0 64
 
0.6%
3.2 1
 
< 0.1%
4.0 90
 
0.9%
5.0 97
 
1.0%
5.2 1
 
< 0.1%
6.0 110
 
1.1%
ValueCountFrequency (%)
19538.0 1
< 0.1%
16727.0 1
< 0.1%
13877.0 1
< 0.1%
11108.0 1
< 0.1%
7737.0 1
< 0.1%
4914.0 1
< 0.1%
4029.0 1
< 0.1%
3936.0 1
< 0.1%
3881.0 1
< 0.1%
3685.0 1
< 0.1%

전전년사용량(수도)
Real number (ℝ)

SKEWED  ZEROS 

Distinct292
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean22.74684
Minimum-35
Maximum21493
Zeros5768
Zeros (%)57.7%
Negative1
Negative (%)< 0.1%
Memory size166.0 KiB
2024-05-04T03:01:12.316139image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-35
5-th percentile0
Q10
median0
Q315
95-th percentile37.4
Maximum21493
Range21528
Interquartile range (IQR)15

Descriptive statistics

Standard deviation371.62096
Coefficient of variation (CV)16.337257
Kurtosis2083.1502
Mean22.74684
Median Absolute Deviation (MAD)0
Skewness42.754977
Sum227468.4
Variance138102.14
MonotonicityNot monotonic
2024-05-04T03:01:12.820488image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 5768
57.7%
15.0 181
 
1.8%
14.0 177
 
1.8%
16.0 173
 
1.7%
19.0 166
 
1.7%
18.0 160
 
1.6%
13.0 158
 
1.6%
10.0 157
 
1.6%
12.0 153
 
1.5%
11.0 152
 
1.5%
Other values (282) 2755
27.6%
ValueCountFrequency (%)
-35.0 1
 
< 0.1%
0.0 5768
57.7%
0.8 1
 
< 0.1%
1.0 31
 
0.3%
1.4 1
 
< 0.1%
2.0 46
 
0.5%
3.0 52
 
0.5%
4.0 73
 
0.7%
4.2 1
 
< 0.1%
4.4 1
 
< 0.1%
ValueCountFrequency (%)
21493.0 1
< 0.1%
18362.0 1
< 0.1%
15028.0 1
< 0.1%
10583.0 1
< 0.1%
9025.0 1
< 0.1%
4863.0 1
< 0.1%
4378.0 1
< 0.1%
4223.0 1
< 0.1%
3983.0 1
< 0.1%
3868.0 1
< 0.1%

감축량(수도)
Real number (ℝ)

ZEROS 

Distinct301
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.27186
Minimum-2398.5
Maximum2896.5
Zeros6057
Zeros (%)60.6%
Negative2127
Negative (%)21.3%
Memory size166.0 KiB
2024-05-04T03:01:13.271881image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-2398.5
5-th percentile-7.5
Q10
median0
Q30
95-th percentile5.5
Maximum2896.5
Range5295
Interquartile range (IQR)0

Descriptive statistics

Standard deviation48.032418
Coefficient of variation (CV)-176.68071
Kurtosis2407.6358
Mean-0.27186
Median Absolute Deviation (MAD)0
Skewness16.128993
Sum-2718.6
Variance2307.1132
MonotonicityNot monotonic
2024-05-04T03:01:13.774873image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 6057
60.6%
-0.5 231
 
2.3%
0.5 212
 
2.1%
-1.0 211
 
2.1%
1.0 197
 
2.0%
-2.0 183
 
1.8%
2.0 159
 
1.6%
-1.5 158
 
1.6%
1.5 158
 
1.6%
-2.5 144
 
1.4%
Other values (291) 2290
 
22.9%
ValueCountFrequency (%)
-2398.5 1
< 0.1%
-1357.5 1
< 0.1%
-611.0 1
< 0.1%
-535.0 1
< 0.1%
-334.5 1
< 0.1%
-277.0 1
< 0.1%
-259.0 1
< 0.1%
-149.5 1
< 0.1%
-143.5 1
< 0.1%
-134.5 1
< 0.1%
ValueCountFrequency (%)
2896.5 1
< 0.1%
2132.5 1
< 0.1%
663.5 2
< 0.1%
262.0 1
< 0.1%
254.5 1
< 0.1%
163.0 1
< 0.1%
127.0 1
< 0.1%
124.0 1
< 0.1%
112.0 1
< 0.1%
97.5 1
< 0.1%

감축율(수도)
Real number (ℝ)

ZEROS 

Distinct408
Distinct (%)4.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.340009
Minimum-7195.5
Maximum8689.5
Zeros6057
Zeros (%)60.6%
Negative2126
Negative (%)21.3%
Memory size166.0 KiB
2024-05-04T03:01:14.605073image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-7195.5
5-th percentile-3.32
Q10
median0
Q30
95-th percentile2.324
Maximum8689.5
Range15885
Interquartile range (IQR)0

Descriptive statistics

Standard deviation143.59347
Coefficient of variation (CV)-422.32255
Kurtosis2441.4259
Mean-0.340009
Median Absolute Deviation (MAD)0
Skewness16.289692
Sum-3400.09
Variance20619.084
MonotonicityNot monotonic
2024-05-04T03:01:15.346486image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 6057
60.6%
-0.166 214
 
2.1%
-0.332 198
 
2.0%
0.166 191
 
1.9%
0.332 185
 
1.8%
-0.664 168
 
1.7%
-0.498 151
 
1.5%
0.498 150
 
1.5%
0.664 149
 
1.5%
-0.83 136
 
1.4%
Other values (398) 2401
 
24.0%
ValueCountFrequency (%)
-7195.5 1
< 0.1%
-4072.5 1
< 0.1%
-1833.0 1
< 0.1%
-1605.0 1
< 0.1%
-1003.5 1
< 0.1%
-831.0 1
< 0.1%
-777.0 1
< 0.1%
-448.5 1
< 0.1%
-430.5 1
< 0.1%
-403.5 1
< 0.1%
ValueCountFrequency (%)
8689.5 1
< 0.1%
6397.5 1
< 0.1%
1990.5 2
< 0.1%
786.0 1
< 0.1%
763.5 1
< 0.1%
489.0 1
< 0.1%
381.0 1
< 0.1%
372.0 1
< 0.1%
336.0 1
< 0.1%
292.5 1
< 0.1%

현재사용량(지역난방)
Real number (ℝ)

ZEROS 

Distinct467
Distinct (%)4.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.131404
Minimum-3
Maximum2724
Zeros8685
Zeros (%)86.9%
Negative1
Negative (%)< 0.1%
Memory size166.0 KiB
2024-05-04T03:01:16.524163image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-3
5-th percentile0
Q10
median0
Q30
95-th percentile47
Maximum2724
Range2727
Interquartile range (IQR)0

Descriptive statistics

Standard deviation101.52662
Coefficient of variation (CV)7.1844676
Kurtosis183.37358
Mean14.131404
Median Absolute Deviation (MAD)0
Skewness12.238304
Sum141314.04
Variance10307.654
MonotonicityNot monotonic
2024-05-04T03:01:17.117571image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 8685
86.9%
1.0 19
 
0.2%
17.0 18
 
0.2%
2.0 17
 
0.2%
30.0 16
 
0.2%
44.0 16
 
0.2%
37.0 16
 
0.2%
27.0 15
 
0.1%
18.0 14
 
0.1%
31.0 14
 
0.1%
Other values (457) 1170
 
11.7%
ValueCountFrequency (%)
-3.0 1
 
< 0.1%
0.0 8685
86.9%
0.02 3
 
< 0.1%
0.03 3
 
< 0.1%
0.054 1
 
< 0.1%
0.055 1
 
< 0.1%
0.06 2
 
< 0.1%
0.068 1
 
< 0.1%
0.07 3
 
< 0.1%
0.08 2
 
< 0.1%
ValueCountFrequency (%)
2724.0 1
< 0.1%
1990.0 1
< 0.1%
1860.0 1
< 0.1%
1814.0 1
< 0.1%
1671.0 1
< 0.1%
1629.0 1
< 0.1%
1586.0 1
< 0.1%
1554.0 1
< 0.1%
1538.0 1
< 0.1%
1519.0 1
< 0.1%

전년사용량(지역난방)
Real number (ℝ)

ZEROS 

Distinct480
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.879671
Minimum0
Maximum2211
Zeros8685
Zeros (%)86.9%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-04T03:01:17.572099image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile49
Maximum2211
Range2211
Interquartile range (IQR)0

Descriptive statistics

Standard deviation108.39787
Coefficient of variation (CV)7.2849642
Kurtosis168.93299
Mean14.879671
Median Absolute Deviation (MAD)0
Skewness12.018319
Sum148796.71
Variance11750.098
MonotonicityNot monotonic
2024-05-04T03:01:17.995617image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 8685
86.9%
12.0 19
 
0.2%
43.0 16
 
0.2%
8.0 15
 
0.1%
18.0 15
 
0.1%
2.0 14
 
0.1%
35.0 14
 
0.1%
1.0 14
 
0.1%
53.0 14
 
0.1%
10.0 14
 
0.1%
Other values (470) 1180
 
11.8%
ValueCountFrequency (%)
0.0 8685
86.9%
0.01 4
 
< 0.1%
0.019 1
 
< 0.1%
0.02 2
 
< 0.1%
0.03 1
 
< 0.1%
0.035 2
 
< 0.1%
0.04 2
 
< 0.1%
0.05 1
 
< 0.1%
0.055 1
 
< 0.1%
0.06 3
 
< 0.1%
ValueCountFrequency (%)
2211.0 1
< 0.1%
2210.0 1
< 0.1%
2076.0 1
< 0.1%
2006.0 1
< 0.1%
1984.0 1
< 0.1%
1953.0 1
< 0.1%
1916.0 1
< 0.1%
1800.0 1
< 0.1%
1726.0 1
< 0.1%
1541.0 1
< 0.1%

전전년사용량(지역난방)
Real number (ℝ)

ZEROS 

Distinct521
Distinct (%)5.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20.3183
Minimum0
Maximum2899
Zeros8685
Zeros (%)86.9%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-04T03:01:18.517273image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile67
Maximum2899
Range2899
Interquartile range (IQR)0

Descriptive statistics

Standard deviation143.32379
Coefficient of variation (CV)7.0539264
Kurtosis142.43131
Mean20.3183
Median Absolute Deviation (MAD)0
Skewness11.173024
Sum203183
Variance20541.71
MonotonicityNot monotonic
2024-05-04T03:01:18.993072image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 8685
86.9%
23.0 17
 
0.2%
36.0 14
 
0.1%
41.0 14
 
0.1%
60.0 14
 
0.1%
42.0 13
 
0.1%
43.0 12
 
0.1%
1.0 12
 
0.1%
35.0 12
 
0.1%
39.0 11
 
0.1%
Other values (511) 1196
 
12.0%
ValueCountFrequency (%)
0.0 8685
86.9%
0.01 2
 
< 0.1%
0.02 1
 
< 0.1%
0.04 1
 
< 0.1%
0.05 1
 
< 0.1%
0.06 1
 
< 0.1%
0.067 1
 
< 0.1%
0.07 1
 
< 0.1%
0.075 1
 
< 0.1%
0.09 2
 
< 0.1%
ValueCountFrequency (%)
2899.0 1
< 0.1%
2522.0 1
< 0.1%
2420.0 1
< 0.1%
2405.0 1
< 0.1%
2381.0 1
< 0.1%
2310.0 1
< 0.1%
2293.0 1
< 0.1%
2165.0 1
< 0.1%
2144.0 1
< 0.1%
2048.0 1
< 0.1%

감축량(지역난방)
Real number (ℝ)

ZEROS 

Distinct566
Distinct (%)5.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-3.4675812
Minimum-1415
Maximum1225.5
Zeros8725
Zeros (%)87.2%
Negative884
Negative (%)8.8%
Memory size166.0 KiB
2024-05-04T03:01:19.480195image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-1415
5-th percentile-9
Q10
median0
Q30
95-th percentile0
Maximum1225.5
Range2640.5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation44.691988
Coefficient of variation (CV)-12.888519
Kurtosis350.20345
Mean-3.4675812
Median Absolute Deviation (MAD)0
Skewness-11.448446
Sum-34675.812
Variance1997.3737
MonotonicityNot monotonic
2024-05-04T03:01:19.951504image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 8725
87.2%
-1.5 14
 
0.1%
-3.0 13
 
0.1%
-7.5 13
 
0.1%
-5.0 12
 
0.1%
-2.0 12
 
0.1%
-15.0 11
 
0.1%
3.0 11
 
0.1%
-18.0 11
 
0.1%
2.5 11
 
0.1%
Other values (556) 1167
 
11.7%
ValueCountFrequency (%)
-1415.0 1
< 0.1%
-1321.0 1
< 0.1%
-919.5 1
< 0.1%
-892.0 1
< 0.1%
-782.0 1
< 0.1%
-781.0 1
< 0.1%
-741.0 1
< 0.1%
-667.5 1
< 0.1%
-657.0 1
< 0.1%
-656.5 1
< 0.1%
ValueCountFrequency (%)
1225.5 1
< 0.1%
436.0 1
< 0.1%
403.5 1
< 0.1%
344.5 1
< 0.1%
267.5 1
< 0.1%
254.5 1
< 0.1%
254.0 1
< 0.1%
252.0 1
< 0.1%
185.0 1
< 0.1%
184.0 1
< 0.1%

감축율(지역난방)
Real number (ℝ)

ZEROS 

Distinct601
Distinct (%)6.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-4.2677316
Minimum-2544.498
Maximum1736.152
Zeros8725
Zeros (%)87.2%
Negative884
Negative (%)8.8%
Memory size166.0 KiB
2024-05-04T03:01:20.381371image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-2544.498
5-th percentile-17.919
Q10
median0
Q30
95-th percentile0
Maximum1736.152
Range4280.65
Interquartile range (IQR)0

Descriptive statistics

Standard deviation59.257719
Coefficient of variation (CV)-13.885062
Kurtosis547.44626
Mean-4.2677316
Median Absolute Deviation (MAD)0
Skewness-8.7612446
Sum-42677.316
Variance3511.4773
MonotonicityNot monotonic
2024-05-04T03:01:20.807455image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 8725
87.2%
-5.973 14
 
0.1%
-11.946 13
 
0.1%
-29.865 13
 
0.1%
-7.964 12
 
0.1%
-9.955 11
 
0.1%
-19.91 11
 
0.1%
-71.676 11
 
0.1%
9.955 10
 
0.1%
-65.703 10
 
0.1%
Other values (591) 1170
 
11.7%
ValueCountFrequency (%)
-2544.498 1
< 0.1%
-1507.187 1
< 0.1%
-1196.591 1
< 0.1%
-981.563 1
< 0.1%
-959.662 1
< 0.1%
-943.734 1
< 0.1%
-764.544 1
< 0.1%
-680.922 1
< 0.1%
-597.3 1
< 0.1%
-591.327 1
< 0.1%
ValueCountFrequency (%)
1736.152 1
< 0.1%
1371.799 1
< 0.1%
1065.185 1
< 0.1%
688.886 1
< 0.1%
497.75 1
< 0.1%
461.912 1
< 0.1%
400.191 1
< 0.1%
382.356 1
< 0.1%
340.461 1
< 0.1%
334.488 1
< 0.1%

회원타입
Categorical

IMBALANCE 

Distinct7
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
개인
9607 
소상공인
 
242
기업
 
79
학교
 
37
공동주택관리소
 
19
Other values (2)
 
16

Length

Max length7
Median length2
Mean length2.0611
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row개인
2nd row개인
3rd row개인
4th row기업
5th row개인

Common Values

ValueCountFrequency (%)
개인 9607
96.1%
소상공인 242
 
2.4%
기업 79
 
0.8%
학교 37
 
0.4%
공동주택관리소 19
 
0.2%
공공기관 13
 
0.1%
종교단체 3
 
< 0.1%

Length

2024-05-04T03:01:21.322223image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-04T03:01:21.644669image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
개인 9607
96.1%
소상공인 242
 
2.4%
기업 79
 
0.8%
학교 37
 
0.4%
공동주택관리소 19
 
0.2%
공공기관 13
 
0.1%
종교단체 3
 
< 0.1%

가족수
Real number (ℝ)

SKEWED  ZEROS 

Distinct24
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.7659
Minimum0
Maximum3045
Zeros4246
Zeros (%)42.5%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-04T03:01:21.975874image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q34
95-th percentile5
Maximum3045
Range3045
Interquartile range (IQR)4

Descriptive statistics

Standard deviation35.46361
Coefficient of variation (CV)12.821725
Kurtosis5587.5016
Mean2.7659
Median Absolute Deviation (MAD)2
Skewness69.297454
Sum27659
Variance1257.6677
MonotonicityNot monotonic
2024-05-04T03:01:22.423748image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
0 4246
42.5%
4 2246
22.5%
3 1504
 
15.0%
2 833
 
8.3%
1 502
 
5.0%
5 487
 
4.9%
6 165
 
1.7%
204 1
 
< 0.1%
191 1
 
< 0.1%
127 1
 
< 0.1%
Other values (14) 14
 
0.1%
ValueCountFrequency (%)
0 4246
42.5%
1 502
 
5.0%
2 833
 
8.3%
3 1504
 
15.0%
4 2246
22.5%
5 487
 
4.9%
6 165
 
1.7%
49 1
 
< 0.1%
54 1
 
< 0.1%
97 1
 
< 0.1%
ValueCountFrequency (%)
3045 1
< 0.1%
1186 1
< 0.1%
862 1
< 0.1%
578 1
< 0.1%
434 1
< 0.1%
412 1
< 0.1%
317 1
< 0.1%
264 1
< 0.1%
252 1
< 0.1%
251 1
< 0.1%

구청코드
Categorical

Distinct26
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
송파구
 
676
강동구
 
656
중랑구
 
588
구로구
 
572
양천구
 
543
Other values (21)
6965 

Length

Max length4
Median length3
Mean length3.1013
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row강북구
2nd row은평구
3rd row강북구
4th row관악구
5th row관악구

Common Values

ValueCountFrequency (%)
송파구 676
 
6.8%
강동구 656
 
6.6%
중랑구 588
 
5.9%
구로구 572
 
5.7%
양천구 543
 
5.4%
영등포구 532
 
5.3%
은평구 505
 
5.1%
노원구 502
 
5.0%
동작구 480
 
4.8%
강남구 475
 
4.8%
Other values (16) 4471
44.7%

Length

2024-05-04T03:01:22.903406image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
송파구 676
 
6.8%
강동구 656
 
6.6%
중랑구 588
 
5.9%
구로구 572
 
5.7%
양천구 543
 
5.4%
영등포구 532
 
5.3%
은평구 505
 
5.1%
노원구 502
 
5.0%
동작구 480
 
4.8%
강남구 475
 
4.8%
Other values (16) 4471
44.7%

Sample

년도월사용년월현재사용량(전기)전년사용량(전기)전전년사용량(전기)감축량(전기)감축율(전기)현재사용량(가스)전년사용량(가스)전전년사용량(가스)감축량(가스)감축율(가스)현재사용량(수도)전년사용량(수도)전전년사용량(수도)감축량(수도)감축율(수도)현재사용량(지역난방)전년사용량(지역난방)전전년사용량(지역난방)감축량(지역난방)감축율(지역난방)회원타입가족수구청코드
7646202422024020000.00.01482055617.5350.00.00.00.00.00.00.00.00.00.0개인3강북구
73492024220240227726722630.512.9320000.0018.021.020.0-2.5-0.8361.061.066.0-2.5-9.955개인0은평구
2464220242202402285326328-42.0-17.8080000.0015.016.018.0-2.0-0.6640.00.00.00.00.0개인3강북구
853220242202402449518656-138.0-138.0251239296-16.5-330.00.00.00.00.00.00.00.00.00.0기업0관악구
220252024220240224721524815.56.5720000.008.09.074.0-33.5-11.1220.00.00.00.00.0개인3관악구
3831220242202402133151136-10.5-4.45292941-26.0-527.09.08.0-1.5-0.4980.00.00.00.00.0개인2관악구
65045202422024023103193000.50.2120000.0016.015.016.00.50.1660.00.00.00.00.0개인2영등포구
6380202422024020000.00.00000.000.00.00.00.00.00.00.00.00.00.0개인0양천구
2972520242202402151369376-221.5-93.9160000.000.00.00.00.00.00.00.00.00.00.0개인0노원구
5536020242202402157213227-63.0-26.7120000.006.09.010.0-3.5-1.16281.0141.0113.0-46.0-183.172개인2마포구
년도월사용년월현재사용량(전기)전년사용량(전기)전전년사용량(전기)감축량(전기)감축율(전기)현재사용량(가스)전년사용량(가스)전전년사용량(가스)감축량(가스)감축율(가스)현재사용량(수도)전년사용량(수도)전전년사용량(수도)감축량(수도)감축율(수도)현재사용량(지역난방)전년사용량(지역난방)전전년사용량(지역난방)감축량(지역난방)감축율(지역난방)회원타입가족수구청코드
525222024220240217211015141.517.5960000.005.01.03.03.00.9960.00.00.00.00.0개인4강동구
1218020242202402386397397-11.0-4.66422124117513.02614.014.014.00.00.00.00.00.00.00.0개인3강북구
3625202422024020000.00.00000.000.00.00.00.00.00.00.00.00.00.0개인2관악구
4996520242202402558181223356.0150.9440000.0021.015.021.03.00.9960.00.00.00.00.0개인4구로구
56895202422024020000.00.00000.000.00.00.00.00.00.00.00.00.00.0개인3양천구
67085202422024026465601.50.6360000.002.02.02.00.00.00.00.00.00.00.0개인1은평구
2992420242202402211303366-123.5-52.3640000.0013.017.015.0-3.0-0.9960.00.00.00.00.0개인0서초구
4757920242202402227242236-12.0-5.0880000.0013.012.013.00.50.1660.00.00.00.00.0개인0구로구
219182024220240215213310831.531.56460670.510.00.00.00.00.00.00.00.00.00.0개인0중구
254512024220240221164-80.5-34.1320000.000.00.00.00.00.00.00.00.00.00.0개인5양천구

Duplicate rows

Most frequently occurring

년도월사용년월현재사용량(전기)전년사용량(전기)전전년사용량(전기)감축량(전기)감축율(전기)현재사용량(가스)전년사용량(가스)전전년사용량(가스)감축량(가스)감축율(가스)현재사용량(수도)전년사용량(수도)전전년사용량(수도)감축량(수도)감축율(수도)현재사용량(지역난방)전년사용량(지역난방)전전년사용량(지역난방)감축량(지역난방)감축율(지역난방)회원타입가족수구청코드# duplicates
19202422024020000.00.00000.000.00.00.00.00.00.00.00.00.00.0개인0영등포구105
17202422024020000.00.00000.000.00.00.00.00.00.00.00.00.00.0개인0송파구81
24202422024020000.00.00000.000.00.00.00.00.00.00.00.00.00.0개인0중랑구64
1202422024020000.00.00000.000.00.00.00.00.00.00.00.00.00.0개인0강동구56
21202422024020000.00.00000.000.00.00.00.00.00.00.00.00.00.0개인0은평구53
91202422024020000.00.00000.000.00.00.00.00.00.00.00.00.00.0개인4강동구50
84202422024020000.00.00000.000.00.00.00.00.00.00.00.00.00.0개인3송파구37
4202422024020000.00.00000.000.00.00.00.00.00.00.00.00.00.0개인0관악구34
18202422024020000.00.00000.000.00.00.00.00.00.00.00.00.00.0개인0양천구32
101202422024020000.00.00000.000.00.00.00.00.00.00.00.00.00.0개인4동작구32