gimi9 Pandas Profiling

Dataset statistics

Number of variables	13
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.2 MiB
Average record size in memory	124.0 B

Variable types

Categorical	1
Numeric	12

Dataset

Description	경기도 의정부시 관내 상수도 사용주소별 사용량 현황을 제공하는 데이터입니다. 수도 사용주소는 동명으로 표기되어 있으며 사용주소별 월별 사용량을 제공하고 있습니다. 주소, 1월 사용량, 2월 사용량, 3월 사용량, 4월 사용량, 5월 사용량, 6월 사용량, 7월 사용량, 8월 사용량, 9월 사용량, 10월 사용량, 11월 사용량, 12월 사용량
Author	경기도 의정부시
URL	https://www.data.go.kr/data/15039900/fileData.do

Alerts

`1월사용량` is highly skewed (γ1 = 23.70671025)	Skewed
`2월사용량` is highly skewed (γ1 = 22.63791046)	Skewed
`3월사용량` is highly skewed (γ1 = 22.09082495)	Skewed
`4월사용량` is highly skewed (γ1 = 23.37181907)	Skewed
`5월사용량` is highly skewed (γ1 = 20.96576695)	Skewed
`6월사용량` is highly skewed (γ1 = 24.31286816)	Skewed
`7월사용량` is highly skewed (γ1 = 22.40955632)	Skewed
`8월사용량` is highly skewed (γ1 = 22.22343316)	Skewed
`9월사용량` is highly skewed (γ1 = 24.55311978)	Skewed
`10월사용량` is highly skewed (γ1 = 22.34008379)	Skewed
`11월사용량` is highly skewed (γ1 = 21.36883895)	Skewed
`12월사용량` is highly skewed (γ1 = 22.83526417)	Skewed
`1월사용량` has 1058 (10.6%) zeros	Zeros
`2월사용량` has 1205 (12.0%) zeros	Zeros
`3월사용량` has 1167 (11.7%) zeros	Zeros
`4월사용량` has 1078 (10.8%) zeros	Zeros
`5월사용량` has 1007 (10.1%) zeros	Zeros
`6월사용량` has 1017 (10.2%) zeros	Zeros
`7월사용량` has 1118 (11.2%) zeros	Zeros
`8월사용량` has 1270 (12.7%) zeros	Zeros
`9월사용량` has 1031 (10.3%) zeros	Zeros
`10월사용량` has 948 (9.5%) zeros	Zeros
`11월사용량` has 1049 (10.5%) zeros	Zeros
`12월사용량` has 1315 (13.2%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 19:48:17.962313
Analysis finished	2023-12-12 19:48:44.278784
Duration	26.32 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

주소
Categorical

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

의정부1동	1810
의정부2동	1692
가능동	1042
호원1동	992
흥선동	844
Other values (11)	3620

Length

Max length	7
Median length	5
Mean length	4.0378
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	호원1동
2nd row	호원1동
3rd row	의정부1동
4th row	송산2동
5th row	의정부1동

Common Values

Value	Count	Frequency (%)
의정부1동	1810	18.1%
의정부2동	1692	16.9%
가능동	1042	10.4%
호원1동	992	9.9%
흥선동	844	8.4%
자금동	637	6.4%
송산1동	620	6.2%
신곡1동	529	5.3%
녹양동	453	4.5%
송산2동	446	4.5%
Other values (6)	935	9.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
의정부1동	1810	18.1%
의정부2동	1692	16.9%
가능동	1042	10.4%
호원1동	992	9.9%
흥선동	844	8.4%
자금동	637	6.4%
송산1동	620	6.2%
신곡1동	529	5.3%
녹양동	453	4.5%
송산2동	446	4.5%
Other values (6)	935	9.3%

1월사용량
Real number (ℝ)

SKEWED ZEROS

Distinct	343
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	67.8078

Minimum	0
Maximum	31795
Zeros	1058
Zeros (%)	10.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	14
Q3	26
95-th percentile	82
Maximum	31795
Range	31795
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	756.0485
Coefficient of variation (CV)	11.149875
Kurtosis	685.8482
Mean	67.8078
Median Absolute Deviation (MAD)	9
Skewness	23.70671
Sum	678078
Variance	571609.34
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1058	10.6%
5	357	3.6%
8	356	3.6%
7	351	3.5%
11	343	3.4%
6	337	3.4%
10	319	3.2%
4	317	3.2%
13	316	3.2%
15	303	3.0%
Other values (333)	5943	59.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1058	10.6%
1	187	1.9%
2	187	1.9%
3	254	2.5%
4	317	3.2%
5	357	3.6%
6	337	3.4%
7	351	3.5%
8	356	3.6%
9	302	3.0%

Value	Count	Frequency (%)
31795	1	< 0.1%
25627	1	< 0.1%
21672	1	< 0.1%
17730	1	< 0.1%
17091	1	< 0.1%
15422	1	< 0.1%
14832	1	< 0.1%
14457	1	< 0.1%
14280	1	< 0.1%
14118	1	< 0.1%

2월사용량
Real number (ℝ)

SKEWED ZEROS

Distinct	336
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	63.1362

Minimum	0
Maximum	23619
Zeros	1205
Zeros (%)	12.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	14
Q3	26
95-th percentile	79
Maximum	23619
Range	23619
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	679.02123
Coefficient of variation (CV)	10.754864
Kurtosis	577.65973
Mean	63.1362
Median Absolute Deviation (MAD)	9
Skewness	22.63791
Sum	631362
Variance	461069.84
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1205	12.0%
8	343	3.4%
7	341	3.4%
11	336	3.4%
10	325	3.2%
5	319	3.2%
13	313	3.1%
15	295	2.9%
14	290	2.9%
6	275	2.8%
Other values (326)	5958	59.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1205	12.0%
1	157	1.6%
2	175	1.8%
3	256	2.6%
4	266	2.7%
5	319	3.2%
6	275	2.8%
7	341	3.4%
8	343	3.4%
9	258	2.6%

Value	Count	Frequency (%)
23619	1	< 0.1%
20529	1	< 0.1%
18818	1	< 0.1%
18387	1	< 0.1%
17793	1	< 0.1%
17461	1	< 0.1%
15762	1	< 0.1%
15674	1	< 0.1%
15661	1	< 0.1%
12870	1	< 0.1%

3월사용량
Real number (ℝ)

SKEWED ZEROS

Distinct	334
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59.6711

Minimum	0
Maximum	23336
Zeros	1167
Zeros (%)	11.7%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	14
Q3	26
95-th percentile	80
Maximum	23336
Range	23336
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	604.73427
Coefficient of variation (CV)	10.134458
Kurtosis	566.87957
Mean	59.6711
Median Absolute Deviation (MAD)	9
Skewness	22.090825
Sum	596711
Variance	365703.54
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1167	11.7%
6	329	3.3%
7	321	3.2%
10	320	3.2%
11	317	3.2%
9	312	3.1%
13	308	3.1%
12	307	3.1%
8	300	3.0%
5	300	3.0%
Other values (324)	6019	60.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1167	11.7%
1	198	2.0%
2	186	1.9%
3	251	2.5%
4	273	2.7%
5	300	3.0%
6	329	3.3%
7	321	3.2%
8	300	3.0%
9	312	3.1%

Value	Count	Frequency (%)
23336	1	< 0.1%
16203	1	< 0.1%
15775	1	< 0.1%
15326	1	< 0.1%
15144	1	< 0.1%
13572	1	< 0.1%
13492	1	< 0.1%
13324	1	< 0.1%
11946	1	< 0.1%
11830	1	< 0.1%

4월사용량
Real number (ℝ)

SKEWED ZEROS

Distinct	332
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	62.2066

Minimum	0
Maximum	27485
Zeros	1078
Zeros (%)	10.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	12
Q3	23
95-th percentile	71
Maximum	27485
Range	27485
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	681.05851
Coefficient of variation (CV)	10.948332
Kurtosis	647.40297
Mean	62.2066
Median Absolute Deviation (MAD)	8
Skewness	23.371819
Sum	622066
Variance	463840.69
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1078	10.8%
7	405	4.0%
10	372	3.7%
8	367	3.7%
5	363	3.6%
12	354	3.5%
9	353	3.5%
11	346	3.5%
6	343	3.4%
4	333	3.3%
Other values (322)	5686	56.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1078	10.8%
1	197	2.0%
2	225	2.2%
3	272	2.7%
4	333	3.3%
5	363	3.6%
6	343	3.4%
7	405	4.0%
8	367	3.7%
9	353	3.5%

Value	Count	Frequency (%)
27485	1	< 0.1%
21481	1	< 0.1%
17582	1	< 0.1%
17285	1	< 0.1%
17105	1	< 0.1%
16415	1	< 0.1%
15659	1	< 0.1%
14624	1	< 0.1%
14497	1	< 0.1%
13246	1	< 0.1%

5월사용량
Real number (ℝ)

SKEWED ZEROS

Distinct	333
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	61.507

Minimum	0
Maximum	21289
Zeros	1007
Zeros (%)	10.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	14
Q3	25
95-th percentile	79
Maximum	21289
Range	21289
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	646.04704
Coefficient of variation (CV)	10.503634
Kurtosis	487.61563
Mean	61.507
Median Absolute Deviation (MAD)	9
Skewness	20.965767
Sum	615070
Variance	417376.77
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1007	10.1%
6	389	3.9%
5	362	3.6%
10	353	3.5%
7	341	3.4%
12	323	3.2%
13	323	3.2%
16	319	3.2%
8	313	3.1%
9	311	3.1%
Other values (323)	5959	59.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1007	10.1%
1	180	1.8%
2	174	1.7%
3	278	2.8%
4	308	3.1%
5	362	3.6%
6	389	3.9%
7	341	3.4%
8	313	3.1%
9	311	3.1%

Value	Count	Frequency (%)
21289	1	< 0.1%
16830	1	< 0.1%
16438	1	< 0.1%
16436	1	< 0.1%
16030	1	< 0.1%
15486	1	< 0.1%
14825	1	< 0.1%
14374	1	< 0.1%
14297	1	< 0.1%
13939	1	< 0.1%

6월사용량
Real number (ℝ)

SKEWED ZEROS

Distinct	356
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	73.2404

Minimum	0
Maximum	35187
Zeros	1017
Zeros (%)	10.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	14
Q3	26
95-th percentile	83
Maximum	35187
Range	35187
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	839.73342
Coefficient of variation (CV)	11.46544
Kurtosis	713.20796
Mean	73.2404
Median Absolute Deviation (MAD)	9
Skewness	24.312868
Sum	732404
Variance	705152.21
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1017	10.2%
5	360	3.6%
10	359	3.6%
6	346	3.5%
11	338	3.4%
8	335	3.4%
13	306	3.1%
7	305	3.0%
9	301	3.0%
14	301	3.0%
Other values (346)	6032	60.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1017	10.2%
1	163	1.6%
2	198	2.0%
3	234	2.3%
4	284	2.8%
5	360	3.6%
6	346	3.5%
7	305	3.0%
8	335	3.4%
9	301	3.0%

Value	Count	Frequency (%)
35187	1	< 0.1%
29227	1	< 0.1%
22655	1	< 0.1%
21099	1	< 0.1%
19867	1	< 0.1%
19689	1	< 0.1%
18676	1	< 0.1%
18504	1	< 0.1%
14978	1	< 0.1%
14649	1	< 0.1%

7월사용량
Real number (ℝ)

SKEWED ZEROS

Distinct	355
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	72.275

Minimum	0
Maximum	30616
Zeros	1118
Zeros (%)	11.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	14
Q3	27
95-th percentile	86
Maximum	30616
Range	30616
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	763.07311
Coefficient of variation (CV)	10.557912
Kurtosis	600.44691
Mean	72.275
Median Absolute Deviation (MAD)	9
Skewness	22.409556
Sum	722750
Variance	582280.57
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1118	11.2%
6	382	3.8%
7	347	3.5%
5	339	3.4%
9	327	3.3%
8	313	3.1%
4	308	3.1%
12	302	3.0%
11	300	3.0%
10	287	2.9%
Other values (345)	5977	59.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1118	11.2%
1	160	1.6%
2	179	1.8%
3	225	2.2%
4	308	3.1%
5	339	3.4%
6	382	3.8%
7	347	3.5%
8	313	3.1%
9	327	3.3%

Value	Count	Frequency (%)
30616	1	< 0.1%
21698	1	< 0.1%
20696	1	< 0.1%
19477	1	< 0.1%
18104	1	< 0.1%
17028	1	< 0.1%
16513	1	< 0.1%
16006	1	< 0.1%
15801	1	< 0.1%
14944	1	< 0.1%

8월사용량
Real number (ℝ)

SKEWED ZEROS

Distinct	347
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	73.1506

Minimum	0
Maximum	29868
Zeros	1270
Zeros (%)	12.7%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	14
Q3	27
95-th percentile	84
Maximum	29868
Range	29868
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	788.6917
Coefficient of variation (CV)	10.781753
Kurtosis	592.501
Mean	73.1506
Median Absolute Deviation (MAD)	10
Skewness	22.223433
Sum	731506
Variance	622034.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1270	12.7%
10	345	3.5%
8	332	3.3%
6	331	3.3%
7	330	3.3%
5	303	3.0%
4	301	3.0%
13	295	2.9%
12	293	2.9%
15	283	2.8%
Other values (337)	5917	59.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1270	12.7%
1	154	1.5%
2	173	1.7%
3	213	2.1%
4	301	3.0%
5	303	3.0%
6	331	3.3%
7	330	3.3%
8	332	3.3%
9	262	2.6%

Value	Count	Frequency (%)
29868	1	< 0.1%
28269	1	< 0.1%
18922	1	< 0.1%
17427	1	< 0.1%
17116	1	< 0.1%
16868	1	< 0.1%
16448	1	< 0.1%
15414	1	< 0.1%
15015	1	< 0.1%
14744	1	< 0.1%

9월사용량
Real number (ℝ)

SKEWED ZEROS

Distinct	383
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	78.6067

Minimum	0
Maximum	40047
Zeros	1031
Zeros (%)	10.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7
median	14
Q3	28
95-th percentile	92
Maximum	40047
Range	40047
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	866.12408
Coefficient of variation (CV)	11.018451
Kurtosis	768.12092
Mean	78.6067
Median Absolute Deviation (MAD)	9
Skewness	24.55312
Sum	786067
Variance	750170.92
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1031	10.3%
10	345	3.5%
6	340	3.4%
7	326	3.3%
9	318	3.2%
13	313	3.1%
14	311	3.1%
11	310	3.1%
12	305	3.0%
8	301	3.0%
Other values (373)	6100	61.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1031	10.3%
1	143	1.4%
2	177	1.8%
3	224	2.2%
4	294	2.9%
5	285	2.9%
6	340	3.4%
7	326	3.3%
8	301	3.0%
9	318	3.2%

Value	Count	Frequency (%)
40047	1	< 0.1%
27420	1	< 0.1%
20679	1	< 0.1%
19688	1	< 0.1%
19185	1	< 0.1%
18001	1	< 0.1%
17429	1	< 0.1%
17324	1	< 0.1%
16915	1	< 0.1%
16892	1	< 0.1%

10월사용량
Real number (ℝ)

SKEWED ZEROS

Distinct	351
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	75.2043

Minimum	0
Maximum	32513
Zeros	948
Zeros (%)	9.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7
median	15
Q3	27
95-th percentile	84
Maximum	32513
Range	32513
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	827.41245
Coefficient of variation (CV)	11.002196
Kurtosis	596.19733
Mean	75.2043
Median Absolute Deviation (MAD)	9
Skewness	22.340084
Sum	752043
Variance	684611.36
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	948	9.5%
6	362	3.6%
7	346	3.5%
11	327	3.3%
9	319	3.2%
12	318	3.2%
10	315	3.1%
16	312	3.1%
5	304	3.0%
8	298	3.0%
Other values (341)	6151	61.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	948	9.5%
1	168	1.7%
2	162	1.6%
3	241	2.4%
4	284	2.8%
5	304	3.0%
6	362	3.6%
7	346	3.5%
8	298	3.0%
9	319	3.2%

Value	Count	Frequency (%)
32513	1	< 0.1%
26606	1	< 0.1%
21992	1	< 0.1%
20472	1	< 0.1%
19189	1	< 0.1%
17990	1	< 0.1%
17788	1	< 0.1%
16482	1	< 0.1%
15478	1	< 0.1%
15198	1	< 0.1%

11월사용량
Real number (ℝ)

SKEWED ZEROS

Distinct	349
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	62.2431

Minimum	0
Maximum	20803
Zeros	1049
Zeros (%)	10.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	14
Q3	26
95-th percentile	83
Maximum	20803
Range	20803
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	627.71343
Coefficient of variation (CV)	10.084868
Kurtosis	521.40313
Mean	62.2431
Median Absolute Deviation (MAD)	9
Skewness	21.368839
Sum	622431
Variance	394024.15
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1049	10.5%
7	371	3.7%
6	360	3.6%
5	335	3.4%
4	335	3.4%
11	331	3.3%
9	329	3.3%
8	328	3.3%
10	326	3.3%
15	321	3.2%
Other values (339)	5915	59.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1049	10.5%
1	171	1.7%
2	198	2.0%
3	233	2.3%
4	335	3.4%
5	335	3.4%
6	360	3.6%
7	371	3.7%
8	328	3.3%
9	329	3.3%

Value	Count	Frequency (%)
20803	1	< 0.1%
19346	1	< 0.1%
17721	1	< 0.1%
16724	1	< 0.1%
15216	1	< 0.1%
15100	1	< 0.1%
14730	1	< 0.1%
14305	1	< 0.1%
11488	1	< 0.1%
11167	1	< 0.1%

12월사용량
Real number (ℝ)

SKEWED ZEROS

Distinct	342
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	64.194

Minimum	0
Maximum	27875
Zeros	1315
Zeros (%)	13.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	13
Q3	25
95-th percentile	81
Maximum	27875
Range	27875
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	699.14204
Coefficient of variation (CV)	10.891081
Kurtosis	615.1656
Mean	64.194
Median Absolute Deviation (MAD)	9
Skewness	22.835264
Sum	641940
Variance	488799.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1315	13.2%
6	375	3.8%
7	340	3.4%
10	334	3.3%
8	326	3.3%
5	316	3.2%
9	312	3.1%
12	306	3.1%
11	305	3.0%
13	293	2.9%
Other values (332)	5778	57.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1315	13.2%
1	191	1.9%
2	210	2.1%
3	250	2.5%
4	283	2.8%
5	316	3.2%
6	375	3.8%
7	340	3.4%
8	326	3.3%
9	312	3.1%

Value	Count	Frequency (%)
27875	1	< 0.1%
21227	1	< 0.1%
20878	1	< 0.1%
16724	1	< 0.1%
14868	1	< 0.1%
14489	1	< 0.1%
13963	1	< 0.1%
13418	1	< 0.1%
13381	1	< 0.1%
13215	1	< 0.1%

Phik (φk)
Auto

Heatmap
Table

	주소	1월사용량	2월사용량	3월사용량	4월사용량	5월사용량	6월사용량	7월사용량	8월사용량	9월사용량	10월사용량	11월사용량	12월사용량
주소	1.000	0.162	0.064	0.092	0.150	0.095	0.117	0.087	0.122	0.088	0.099	0.062	0.125
1월사용량	0.162	1.000	0.000	0.000	0.178	0.000	0.000	0.000	0.000	0.075	0.000	0.000	0.000
2월사용량	0.064	0.000	1.000	0.251	0.140	0.364	0.188	0.000	0.275	0.138	0.357	0.000	0.116
3월사용량	0.092	0.000	0.251	1.000	0.171	0.171	0.000	0.000	0.180	0.440	0.185	0.000	0.212
4월사용량	0.150	0.178	0.140	0.171	1.000	0.473	0.339	0.787	0.000	0.193	0.254	0.134	0.212
5월사용량	0.095	0.000	0.364	0.171	0.473	1.000	0.000	0.000	0.233	0.193	0.250	0.095	0.000
6월사용량	0.117	0.000	0.188	0.000	0.339	0.000	1.000	0.460	0.146	0.000	0.110	0.034	0.095
7월사용량	0.087	0.000	0.000	0.000	0.787	0.000	0.460	1.000	0.000	0.000	0.216	0.000	0.046
8월사용량	0.122	0.000	0.275	0.180	0.000	0.233	0.146	0.000	1.000	0.130	0.215	0.000	0.322
9월사용량	0.088	0.075	0.138	0.440	0.193	0.193	0.000	0.000	0.130	1.000	0.136	0.000	0.073
10월사용량	0.099	0.000	0.357	0.185	0.254	0.250	0.110	0.216	0.215	0.136	1.000	0.146	0.000
11월사용량	0.062	0.000	0.000	0.000	0.134	0.095	0.034	0.000	0.000	0.000	0.146	1.000	0.197
12월사용량	0.125	0.000	0.116	0.212	0.212	0.000	0.095	0.046	0.322	0.073	0.000	0.197	1.000

Heatmap
Table

	1월사용량	2월사용량	3월사용량	4월사용량	5월사용량	6월사용량	7월사용량	8월사용량	9월사용량	10월사용량	11월사용량	12월사용량	주소
1월사용량	1.000	0.061	0.071	0.089	0.069	0.103	0.116	0.026	0.041	0.043	0.020	0.030	0.067
2월사용량	0.061	1.000	0.173	0.089	0.132	0.086	0.083	0.089	0.079	0.072	0.105	0.068	0.025
3월사용량	0.071	0.173	1.000	0.082	0.139	0.075	0.060	0.092	0.106	0.093	0.074	0.060	0.032
4월사용량	0.089	0.089	0.082	1.000	0.215	0.160	0.150	0.071	0.103	0.060	0.075	0.063	0.062
5월사용량	0.069	0.132	0.139	0.215	1.000	0.156	0.126	0.086	0.084	0.094	0.081	0.079	0.039
6월사용량	0.103	0.086	0.075	0.160	0.156	1.000	0.193	0.029	0.073	0.042	0.042	0.062	0.048
7월사용량	0.116	0.083	0.060	0.150	0.126	0.193	1.000	0.063	0.051	0.043	0.068	0.056	0.036
8월사용량	0.026	0.089	0.092	0.071	0.086	0.029	0.063	1.000	0.117	0.131	0.118	0.122	0.043
9월사용량	0.041	0.079	0.106	0.103	0.084	0.073	0.051	0.117	1.000	0.177	0.075	0.076	0.031
10월사용량	0.043	0.072	0.093	0.060	0.094	0.042	0.043	0.131	0.177	1.000	0.105	0.115	0.041
11월사용량	0.020	0.105	0.074	0.075	0.081	0.042	0.068	0.118	0.075	0.105	1.000	0.105	0.024
12월사용량	0.030	0.068	0.060	0.063	0.079	0.062	0.056	0.122	0.076	0.115	0.105	1.000	0.044
주소	0.067	0.025	0.032	0.062	0.039	0.048	0.036	0.043	0.031	0.041	0.024	0.044	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

	주소	1월사용량	2월사용량	3월사용량	4월사용량	5월사용량	6월사용량	7월사용량	8월사용량	9월사용량	10월사용량	11월사용량	12월사용량
22711	호원1동	67	9	7	13	4	17	18	3	5	0	4	9
21241	호원1동	11	352	0	22	15	1	183	5	23	7	0	0
13553	의정부1동	0	8	0	10	5	7	5	4	11	8	2	3
35709	송산2동	46	25	18	8	22	15	0	0	1	6	0	27
14487	의정부1동	47	2	0	52	7	0	20	21	14	4	12	5
35759	송산2동	0	19	14	9	1	1	0	0	23	1	7	78
36479	송산1동	16	3	20	15	18	19	30	16	23	10	20	27
8576	의정부2동	10	14	20	29	6	3	21	13	19	26	538	105
11892	의정부1동	5	7	3	10	44	4	13	2	4	3	113	130
10484	의정부2동	10	13	82	15	29	10	15	22	12	26	24	8

	주소	1월사용량	2월사용량	3월사용량	4월사용량	5월사용량	6월사용량	7월사용량	8월사용량	9월사용량	10월사용량	11월사용량	12월사용량
42462	가능동	8	60	8	8	18	17	62	28	13	30	5	148
7109	의정부2동	1	17	0	19	71	9	76	6	8	10	7	7
25916	호원1동	4	31	22	15	16	20	14	15	18	17	13	20
16293	의정부1동	18	22	8	9	11	0	27	35	18	0	7	38
24050	호원1동	0	0	20	15	31	16	13	8	21	16	22	0
48712	흥선동	17	0	28	12	9	18	22	33	25	8	6	0
1298	의정부1동	0	6	1	0	76	2	3	0	6	6	2	2
85	의정부1동	2	7	0	1	1	10	6	5	3	4	4	4
34113	송산2동	6	8	23	26	67	13	77	0	20	35	1042	9
28353	신곡1동	0	9	5	14	2	2	17	6	0	38	5	22

Overview

Variables

Common Values

Length

Interactions

Correlations

Missing values

Sample