gimi9 Pandas Profiling

Dataset statistics

Number of variables	14
Number of observations	10000
Missing cells	53346
Missing cells (%)	38.1%
Duplicate rows	134
Duplicate rows (%)	1.3%
Total size in memory	1.2 MiB
Average record size in memory	130.0 B

Variable types

Text	3
Unsupported	1
Numeric	9
Categorical	1

Dataset

Description	건축물명,건축물 위치,층수(지상_지하),연면적,조사년도,총발생량(톤),일평균발생량(톤/일),일평균이용현황(톤/일)_하천방류,일평균이용현황(톤/일)_도로청소,일평균이용현황(톤/일)_공원용수,일평균이용현황(톤/일)_화장실세척,일평균이용현황(톤/일)_건물용수,미사용_하수도방류(톤/일),일평균이용현황(톤/일)_기타건물용수
Author	서울특별시
URL	https://data.seoul.go.kr/dataList/OA-15607/S/1/datasetView.do

Alerts

Dataset has 134 (1.3%) duplicate rows	Duplicates
`총발생량(톤)` is highly overall correlated with `일평균발생량(톤/일)` and 2 other fields	High correlation
`일평균발생량(톤/일)` is highly overall correlated with `총발생량(톤)` and 2 other fields	High correlation
`일평균이용현황(톤/일)_하천방류` is highly overall correlated with `일평균이용현황(톤/일)_기타건물용수`	High correlation
`일평균이용현황(톤/일)_도로청소` is highly overall correlated with `일평균이용현황(톤/일)_공원용수` and 1 other fields	High correlation
`일평균이용현황(톤/일)_공원용수` is highly overall correlated with `일평균이용현황(톤/일)_도로청소` and 2 other fields	High correlation
`일평균이용현황(톤/일)_화장실세척` is highly overall correlated with `일평균이용현황(톤/일)_공원용수` and 1 other fields	High correlation
`미사용_하수도방류(톤/일)` is highly overall correlated with `총발생량(톤)` and 1 other fields	High correlation
`일평균이용현황(톤/일)_기타건물용수` is highly overall correlated with `총발생량(톤)` and 5 other fields	High correlation
`일평균이용현황(톤/일)_기타건물용수` is highly imbalanced (94.2%)	Imbalance
`건축물 위치` has 134 (1.3%) missing values	Missing
`층수(지상_지하)` has 1880 (18.8%) missing values	Missing
`연면적` has 10000 (100.0%) missing values	Missing
`총발생량(톤)` has 422 (4.2%) missing values	Missing
`일평균이용현황(톤/일)_하천방류` has 8651 (86.5%) missing values	Missing
`일평균이용현황(톤/일)_도로청소` has 8681 (86.8%) missing values	Missing
`일평균이용현황(톤/일)_공원용수` has 7908 (79.1%) missing values	Missing
`일평균이용현황(톤/일)_화장실세척` has 8106 (81.1%) missing values	Missing
`일평균이용현황(톤/일)_건물용수` has 7316 (73.2%) missing values	Missing
`미사용_하수도방류(톤/일)` has 184 (1.8%) missing values	Missing
`일평균이용현황(톤/일)_도로청소` is highly skewed (γ1 = 33.79907082)	Skewed
`일평균이용현황(톤/일)_공원용수` is highly skewed (γ1 = 21.90508658)	Skewed
`연면적` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`총발생량(톤)` has 550 (5.5%) zeros	Zeros
`일평균발생량(톤/일)` has 677 (6.8%) zeros	Zeros
`일평균이용현황(톤/일)_하천방류` has 1249 (12.5%) zeros	Zeros
`일평균이용현황(톤/일)_도로청소` has 1217 (12.2%) zeros	Zeros
`일평균이용현황(톤/일)_공원용수` has 1684 (16.8%) zeros	Zeros
`일평균이용현황(톤/일)_화장실세척` has 1780 (17.8%) zeros	Zeros
`일평균이용현황(톤/일)_건물용수` has 2087 (20.9%) zeros	Zeros
`미사용_하수도방류(톤/일)` has 1129 (11.3%) zeros	Zeros

Reproduction

Analysis started	2024-03-13 16:03:09.907780
Analysis finished	2024-03-13 16:03:20.140810
Duration	10.23 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

건축물명
Text

Distinct	2025
Distinct (%)	20.3%
Missing	4
Missing (%)	< 0.1%
Memory size	156.2 KiB

Length

Max length	47
Median length	29
Mean length	8.527411
Min length	1

Characters and Unicode

Total characters	85240
Distinct characters	585
Distinct categories	12 ?
Distinct scripts	3 ?
Distinct blocks	6 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	590 ?
Unique (%)	5.9%

Sample

1st row	상암월드시티
2nd row	현대산업개발㈜, 잠실올림픽아이파크
3rd row	(주)대명건설
4th row	가산동 YS타워 신축공사현장
5th row	신도림팰러티움

Value	Count	Frequency (%)
아파트	140	1.1%
오피스텔	57	0.5%
신축공사	49	0.4%
서울대학교	45	0.4%
대림산업(주)광화문d타워	44	0.3%
관리사무소	44	0.3%
삼성생명	38	0.3%
더	36	0.3%
sk	34	0.3%
의과대학장	33	0.3%
Other values (2288)	12126	95.9%

Most occurring characters

Value	Count	Frequency (%)
	2820	3.3%
스	2210	2.6%
)	1961	2.3%
(	1949	2.3%
이	1887	2.2%
리	1561	1.8%
트	1560	1.8%
아	1445	1.7%
주	1372	1.6%
대	1367	1.6%
Other values (575)	67108	78.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	73364	86.1%
Space Separator	2820	3.3%
Uppercase Letter	2565	3.0%
Close Punctuation	1962	2.3%
Open Punctuation	1950	2.3%
Decimal Number	1336	1.6%
Other Symbol	690	0.8%
Lowercase Letter	380	0.4%
Other Punctuation	83	0.1%
Dash Punctuation	75	0.1%
Other values (2)	15	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
스	2210	3.0%
이	1887	2.6%
리	1561	2.1%
트	1560	2.1%
아	1445	2.0%
주	1372	1.9%
대	1367	1.9%
파	1250	1.7%
사	1181	1.6%
타	1097	1.5%
Other values (508)	58434	79.6%

Uppercase Letter

Value	Count	Frequency (%)
K	376	14.7%
S	312	12.2%
C	298	11.6%
T	218	8.5%
G	163	6.4%
I	142	5.5%
A	133	5.2%
L	133	5.2%
D	108	4.2%
E	100	3.9%
Other values (15)	582	22.7%

Lowercase Letter

Value	Count	Frequency (%)
e	72	18.9%
s	52	13.7%
k	38	10.0%
w	36	9.5%
c	30	7.9%
n	29	7.6%
r	24	6.3%
t	24	6.3%
i	22	5.8%
o	20	5.3%
Other values (6)	33	8.7%

Decimal Number

Value	Count	Frequency (%)
2	416	31.1%
1	364	27.2%
3	195	14.6%
5	83	6.2%
0	79	5.9%
4	61	4.6%
6	60	4.5%
8	43	3.2%
7	33	2.5%
9	2	0.1%

Other Punctuation

Value	Count	Frequency (%)
,	48	57.8%
/	14	16.9%
？	10	12.0%
.	6	7.2%
&	5	6.0%

Close Punctuation

Value	Count	Frequency (%)
)	1961	99.9%
]	1	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	1949	99.9%
[	1	0.1%

Other Symbol

Value	Count	Frequency (%)
㈜	663	96.1%
○	27	3.9%

Math Symbol

Value	Count	Frequency (%)
~	7	70.0%
>	3	30.0%

Space Separator

Value	Count	Frequency (%)
	2820	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	75	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	74027	86.8%
Common	8263	9.7%
Latin	2950	3.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
스	2210	3.0%
이	1887	2.5%
리	1561	2.1%
트	1560	2.1%
아	1445	2.0%
주	1372	1.9%
대	1367	1.8%
파	1250	1.7%
사	1181	1.6%
타	1097	1.5%
Other values (509)	59097	79.8%

Latin

Value	Count	Frequency (%)
K	376	12.7%
S	312	10.6%
C	298	10.1%
T	218	7.4%
G	163	5.5%
I	142	4.8%
A	133	4.5%
L	133	4.5%
D	108	3.7%
E	100	3.4%
Other values (32)	967	32.8%

Common

Value	Count	Frequency (%)
	2820	34.1%
)	1961	23.7%
(	1949	23.6%
2	416	5.0%
1	364	4.4%
3	195	2.4%
5	83	1.0%
0	79	1.0%
-	75	0.9%
4	61	0.7%
Other values (14)	260	3.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	73355	86.1%
ASCII	11171	13.1%
None	673	0.8%
Geometric Shapes	27	< 0.1%
Compat Jamo	9	< 0.1%
Number Forms	5	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2820	25.2%
)	1961	17.6%
(	1949	17.4%
2	416	3.7%
K	376	3.4%
1	364	3.3%
S	312	2.8%
C	298	2.7%
T	218	2.0%
3	195	1.7%
Other values (53)	2262	20.2%

Hangul

Value	Count	Frequency (%)
스	2210	3.0%
이	1887	2.6%
리	1561	2.1%
트	1560	2.1%
아	1445	2.0%
주	1372	1.9%
대	1367	1.9%
파	1250	1.7%
사	1181	1.6%
타	1097	1.5%
Other values (507)	58425	79.6%

None

Value	Count	Frequency (%)
㈜	663	98.5%
？	10	1.5%

Geometric Shapes

Value	Count	Frequency (%)
○	27	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㅇ	9	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	5	100.0%

건축물 위치
Text

MISSING

Distinct	2703
Distinct (%)	27.4%
Missing	134
Missing (%)	1.3%
Memory size	156.2 KiB

Length

Max length	75
Median length	47
Mean length	17.24478
Min length	2

Characters and Unicode

Total characters	170137
Distinct characters	433
Distinct categories	12 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	896 ?
Unique (%)	9.1%

Sample

1st row	마포구 월드컵로34길 13
2nd row	올림픽로43길 34(풍납동) 현대산업개발(주)
3rd row	서울특별시 송파구 (문정동 641-3)
4th row	가산동 345-40 가산동 YS타워 신축공사현장
5th row	경인로 584(신도림동)

Value	Count	Frequency (%)
서울특별시	1046	3.4%
	863	2.8%
마포구	466	1.5%
가산동	309	1.0%
송파구	276	0.9%
양천구	257	0.8%
목동	236	0.8%
상암동	215	0.7%
강남구	205	0.7%
금천구	194	0.6%
Other values (2876)	26421	86.7%

Most occurring characters

Value	Count	Frequency (%)
	23340	13.7%
1	9389	5.5%
동	9245	5.4%
로	8954	5.3%
(	7263	4.3%
)	7258	4.3%
2	6524	3.8%
3	5272	3.1%
5	4265	2.5%
4	4125	2.4%
Other values (423)	84502	49.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	80860	47.5%
Decimal Number	45499	26.7%
Space Separator	23340	13.7%
Open Punctuation	7272	4.3%
Close Punctuation	7267	4.3%
Dash Punctuation	3579	2.1%
Other Punctuation	1880	1.1%
Uppercase Letter	416	0.2%
Other Symbol	12	< 0.1%
Lowercase Letter	6	< 0.1%
Other values (2)	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	9245	11.4%
로	8954	11.1%
구	2657	3.3%
길	2523	3.1%
서	2470	3.1%
대	2038	2.5%
가	2006	2.5%
산	1587	2.0%
시	1491	1.8%
울	1279	1.6%
Other values (383)	46610	57.6%

Uppercase Letter

Value	Count	Frequency (%)
B	84	20.2%
C	72	17.3%
A	52	12.5%
S	46	11.1%
G	36	8.7%
K	35	8.4%
D	29	7.0%
L	15	3.6%
N	13	3.1%
J	12	2.9%
Other values (5)	22	5.3%

Decimal Number

Value	Count	Frequency (%)
1	9389	20.6%
2	6524	14.3%
3	5272	11.6%
5	4265	9.4%
4	4125	9.1%
6	3981	8.7%
0	3302	7.3%
7	3120	6.9%
9	2829	6.2%
8	2692	5.9%

Other Punctuation

Value	Count	Frequency (%)
,	1813	96.4%
/	48	2.6%
.	19	1.0%

Open Punctuation

Value	Count	Frequency (%)
(	7263	99.9%
[	9	0.1%

Close Punctuation

Value	Count	Frequency (%)
)	7258	99.9%
]	9	0.1%

Math Symbol

Value	Count	Frequency (%)
~	4	80.0%
+	1	20.0%

Lowercase Letter

Value	Count	Frequency (%)
k	3	50.0%
s	3	50.0%

Space Separator

Value	Count	Frequency (%)
	23340	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3579	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	12	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	88843	52.2%
Hangul	80872	47.5%
Latin	422	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	9245	11.4%
로	8954	11.1%
구	2657	3.3%
길	2523	3.1%
서	2470	3.1%
대	2038	2.5%
가	2006	2.5%
산	1587	2.0%
시	1491	1.8%
울	1279	1.6%
Other values (384)	46622	57.6%

Common

Value	Count	Frequency (%)
	23340	26.3%
1	9389	10.6%
(	7263	8.2%
)	7258	8.2%
2	6524	7.3%
3	5272	5.9%
5	4265	4.8%
4	4125	4.6%
6	3981	4.5%
-	3579	4.0%
Other values (12)	13847	15.6%

Latin

Value	Count	Frequency (%)
B	84	19.9%
C	72	17.1%
A	52	12.3%
S	46	10.9%
G	36	8.5%
K	35	8.3%
D	29	6.9%
L	15	3.6%
N	13	3.1%
J	12	2.8%
Other values (7)	28	6.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	89265	52.5%
Hangul	80860	47.5%
None	12	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	23340	26.1%
1	9389	10.5%
(	7263	8.1%
)	7258	8.1%
2	6524	7.3%
3	5272	5.9%
5	4265	4.8%
4	4125	4.6%
6	3981	4.5%
-	3579	4.0%
Other values (29)	14269	16.0%

Hangul

Value	Count	Frequency (%)
동	9245	11.4%
로	8954	11.1%
구	2657	3.3%
길	2523	3.1%
서	2470	3.1%
대	2038	2.5%
가	2006	2.5%
산	1587	2.0%
시	1491	1.8%
울	1279	1.6%
Other values (383)	46610	57.6%

None

Value	Count	Frequency (%)
㈜	12	100.0%

층수(지상_지하)
Text

MISSING

Distinct	838
Distinct (%)	10.3%
Missing	1880
Missing (%)	18.8%
Memory size	156.2 KiB

Length

Max length	21
Median length	4
Mean length	3.962931
Min length	1

Characters and Unicode

Total characters	32179
Distinct characters	54
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	294 ?
Unique (%)	3.6%

Sample

1st row	15/5
2nd row	35/3
3rd row	/
4th row	26/5
5th row	/

Value	Count	Frequency (%)
	487	6.0%
15/3	194	2.4%
15/5	162	2.0%
15/4	158	1.9%
5/2	134	1.6%
6/2	116	1.4%
20/5	114	1.4%
20/3	113	1.4%
12/5	112	1.4%
8/4	111	1.4%
Other values (740)	6467	79.2%

Most occurring characters

Value	Count	Frequency (%)
/	7526	23.4%
1	4122	12.8%
2	3689	11.5%
5	2877	8.9%
3	2544	7.9%
4	2383	7.4%
6	1550	4.8%
7	1262	3.9%
0	1155	3.6%
(	982	3.1%
Other values (44)	4089	12.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21250	66.0%
Other Punctuation	7567	23.5%
Other Letter	1169	3.6%
Open Punctuation	982	3.1%
Close Punctuation	981	3.0%
Math Symbol	115	0.4%
Space Separator	75	0.2%
Dash Punctuation	28	0.1%
Uppercase Letter	10	< 0.1%
Lowercase Letter	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
층	619	53.0%
지	112	9.6%
하	102	8.7%
동	58	5.0%
터	45	3.8%
개	44	3.8%
널	40	3.4%
공	19	1.6%
사	18	1.5%
수	11	0.9%
Other values (22)	101	8.6%

Decimal Number

Value	Count	Frequency (%)
1	4122	19.4%
2	3689	17.4%
5	2877	13.5%
3	2544	12.0%
4	2383	11.2%
6	1550	7.3%
7	1262	5.9%
0	1155	5.4%
8	944	4.4%
9	724	3.4%

Other Punctuation

Value	Count	Frequency (%)
/	7526	99.5%
?	20	0.3%
,	11	0.1%
.	10	0.1%

Uppercase Letter

Value	Count	Frequency (%)
B	5	50.0%
A	5	50.0%

Open Punctuation

Value	Count	Frequency (%)
(	982	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	981	100.0%

Math Symbol

Value	Count	Frequency (%)
~	115	100.0%

Space Separator

Value	Count	Frequency (%)
	75	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	28	100.0%

Lowercase Letter

Value	Count	Frequency (%)
m	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	30998	96.3%
Hangul	1169	3.6%
Latin	12	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
층	619	53.0%
지	112	9.6%
하	102	8.7%
동	58	5.0%
터	45	3.8%
개	44	3.8%
널	40	3.4%
공	19	1.6%
사	18	1.5%
수	11	0.9%
Other values (22)	101	8.6%

Common

Value	Count	Frequency (%)
/	7526	24.3%
1	4122	13.3%
2	3689	11.9%
5	2877	9.3%
3	2544	8.2%
4	2383	7.7%
6	1550	5.0%
7	1262	4.1%
0	1155	3.7%
(	982	3.2%
Other values (9)	2908	9.4%

Latin

Value	Count	Frequency (%)
B	5	41.7%
A	5	41.7%
m	2	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	31010	96.4%
Hangul	1169	3.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	7526	24.3%
1	4122	13.3%
2	3689	11.9%
5	2877	9.3%
3	2544	8.2%
4	2383	7.7%
6	1550	5.0%
7	1262	4.1%
0	1155	3.7%
(	982	3.2%
Other values (12)	2920	9.4%

Hangul

Value	Count	Frequency (%)
층	619	53.0%
지	112	9.6%
하	102	8.7%
동	58	5.0%
터	45	3.8%
개	44	3.8%
널	40	3.4%
공	19	1.6%
사	18	1.5%
수	11	0.9%
Other values (22)	101	8.6%

연면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

조사년도
Real number (ℝ)

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2018.3285

Minimum	2014
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2014
5-th percentile	2014
Q1	2016
median	2018
Q3	2021
95-th percentile	2022
Maximum	2022
Range	8
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.5110592
Coefficient of variation (CV)	0.0012441281
Kurtosis	-1.1803685
Mean	2018.3285
Median Absolute Deviation (MAD)	2
Skewness	-0.12820632
Sum	20183285
Variance	6.3054183
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
2021	1321	13.2%
2020	1255	12.6%
2016	1252	12.5%
2022	1244	12.4%
2018	1161	11.6%
2019	1075	10.8%
2017	1065	10.7%
2015	838	8.4%
2014	789	7.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2014	789	7.9%
2015	838	8.4%
2016	1252	12.5%
2017	1065	10.7%
2018	1161	11.6%
2019	1075	10.8%
2020	1255	12.6%
2021	1321	13.2%
2022	1244	12.4%

Value	Count	Frequency (%)
2022	1244	12.4%
2021	1321	13.2%
2020	1255	12.6%
2019	1075	10.8%
2018	1161	11.6%
2017	1065	10.7%
2016	1252	12.5%
2015	838	8.4%
2014	789	7.9%

총발생량(톤)
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	5280
Distinct (%)	55.1%
Missing	422
Missing (%)	4.2%
Infinite	0
Infinite (%)	0.0%
Mean	9500.6736

Minimum	0
Maximum	841451
Zeros	550
Zeros (%)	5.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	586.44
median	2384.64
Q3	8640
95-th percentile	36020.25
Maximum	841451
Range	841451
Interquartile range (IQR)	8053.56

Descriptive statistics

Standard deviation	27901.55
Coefficient of variation (CV)	2.9367971
Kurtosis	345.18888
Mean	9500.6736
Median Absolute Deviation (MAD)	2259.73
Skewness	14.794888
Sum	90997451
Variance	7.7849651 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	550	5.5%
2160.0	47	0.5%
1800.0	44	0.4%
720.0	37	0.4%
552.0	33	0.3%
368.0	29	0.3%
1440.0	27	0.3%
184.0	26	0.3%
1.0	26	0.3%
4500.0	25	0.2%
Other values (5270)	8734	87.3%
(Missing)	422	4.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	550	5.5%
0.18	1	< 0.1%
1.0	26	0.3%
1.81	2	< 0.1%
1.84	2	< 0.1%
2.0	10	0.1%
2.01	1	< 0.1%
2.51	2	< 0.1%
2.9	3	< 0.1%
2.99	1	< 0.1%

Value	Count	Frequency (%)
841451.0	1	< 0.1%
818301.0	1	< 0.1%
796354.0	1	< 0.1%
652834.0	1	< 0.1%
644000.0	1	< 0.1%
637000.0	1	< 0.1%
576865.0	1	< 0.1%
499008.0	1	< 0.1%
422611.2	1	< 0.1%
254198.0	1	< 0.1%

일평균발생량(톤/일)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	3662
Distinct (%)	36.8%
Missing	60
Missing (%)	0.6%
Infinite	0
Infinite (%)	0.0%
Mean	52.319659

Minimum	0
Maximum	4573.1
Zeros	677
Zeros (%)	6.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3.29
median	13.54
Q3	48.0775
95-th percentile	198.75
Maximum	4573.1
Range	4573.1
Interquartile range (IQR)	44.7875

Descriptive statistics

Standard deviation	148.04825
Coefficient of variation (CV)	2.8296869
Kurtosis	347.00474
Mean	52.319659
Median Absolute Deviation (MAD)	12.75
Skewness	14.482165
Sum	520057.41
Variance	21918.286
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	677	6.8%
1.0	118	1.2%
2.0	112	1.1%
3.0	97	1.0%
5.0	83	0.8%
6.0	66	0.7%
4.0	62	0.6%
8.0	61	0.6%
10.0	54	0.5%
9.0	54	0.5%
Other values (3652)	8556	85.6%
(Missing)	60	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	677	6.8%
0.01	29	0.3%
0.02	30	0.3%
0.03	31	0.3%
0.04	11	0.1%
0.05	9	0.1%
0.06	16	0.2%
0.07	22	0.2%
0.08	9	0.1%
0.09	9	0.1%

Value	Count	Frequency (%)
4573.1	1	< 0.1%
4521.0	1	< 0.1%
4328.0	1	< 0.1%
3587.0	1	< 0.1%
3500.0	1	< 0.1%
3187.1	1	< 0.1%
2712.0	1	< 0.1%
2296.8	1	< 0.1%
1440.0	1	< 0.1%
1381.51	1	< 0.1%

일평균이용현황(톤/일)_하천방류
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	51
Distinct (%)	3.8%
Missing	8651
Missing (%)	86.5%
Infinite	0
Infinite (%)	0.0%
Mean	18.048169

Minimum	0
Maximum	1000
Zeros	1249
Zeros (%)	12.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	30
Maximum	1000
Range	1000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	86.61764
Coefficient of variation (CV)	4.7992481
Kurtosis	32.750652
Mean	18.048169
Median Absolute Deviation (MAD)	0
Skewness	5.46245
Sum	24346.98
Variance	7502.6156
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1249	12.5%
254.0	13	0.1%
14.0	10	0.1%
477.7	9	0.1%
30.0	6	0.1%
508.0	5	0.1%
500.0	3	< 0.1%
250.0	3	< 0.1%
479.0	3	< 0.1%
210.0	2	< 0.1%
Other values (41)	46	0.5%
(Missing)	8651	86.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1249	12.5%
1.0	1	< 0.1%
1.17	1	< 0.1%
2.0	2	< 0.1%
2.8	1	< 0.1%
4.14	1	< 0.1%
4.6	1	< 0.1%
4.66	1	< 0.1%
5.47	1	< 0.1%
8.0	1	< 0.1%

Value	Count	Frequency (%)
1000.0	1	< 0.1%
616.9	1	< 0.1%
546.0	2	< 0.1%
537.0	1	< 0.1%
525.4	1	< 0.1%
508.29	1	< 0.1%
508.0	5	0.1%
500.0	3	< 0.1%
498.0	2	< 0.1%
479.0	3	< 0.1%

일평균이용현황(톤/일)_도로청소
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	26
Distinct (%)	2.0%
Missing	8681
Missing (%)	86.8%
Infinite	0
Infinite (%)	0.0%
Mean	2.0577559

Minimum	0
Maximum	1285
Zeros	1217
Zeros (%)	12.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1.5
Maximum	1285
Range	1285
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	36.250875
Coefficient of variation (CV)	17.616704
Kurtosis	1193.0101
Mean	2.0577559
Median Absolute Deviation (MAD)	0
Skewness	33.799071
Sum	2714.18
Variance	1314.126
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0.0	1217	12.2%
1.0	25	0.2%
2.0	11	0.1%
50.0	9	0.1%
8.3	6	0.1%
19.0	5	0.1%
3.0	5	0.1%
1.5	5	0.1%
10.0	5	0.1%
1.2	5	0.1%
Other values (16)	26	0.3%
(Missing)	8681	86.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1217	12.2%
0.4	1	< 0.1%
0.5	3	< 0.1%
1.0	25	0.2%
1.2	5	0.1%
1.5	5	0.1%
2.0	11	0.1%
2.38	1	< 0.1%
3.0	5	0.1%
4.0	1	< 0.1%

Value	Count	Frequency (%)
1285.0	1	< 0.1%
117.6	1	< 0.1%
117.0	3	< 0.1%
50.0	9	0.1%
45.0	1	< 0.1%
40.0	1	< 0.1%
30.0	1	< 0.1%
25.0	1	< 0.1%
20.0	1	< 0.1%
19.0	5	0.1%

일평균이용현황(톤/일)_공원용수
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	87
Distinct (%)	4.2%
Missing	7908
Missing (%)	79.1%
Infinite	0
Infinite (%)	0.0%
Mean	4.036544

Minimum	0
Maximum	774.4
Zeros	1684
Zeros (%)	16.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	21
Maximum	774.4
Range	774.4
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	22.645337
Coefficient of variation (CV)	5.6100806
Kurtosis	675.54782
Mean	4.036544
Median Absolute Deviation (MAD)	0
Skewness	21.905087
Sum	8444.45
Variance	512.81129
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1684	16.8%
1.0	29	0.3%
10.0	27	0.3%
20.0	25	0.2%
2.0	21	0.2%
6.0	20	0.2%
5.0	19	0.2%
8.0	16	0.2%
3.0	16	0.2%
30.0	15	0.1%
Other values (77)	220	2.2%
(Missing)	7908	79.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1684	16.8%
0.04	1	< 0.1%
0.4	8	0.1%
0.42	2	< 0.1%
0.5	13	0.1%
0.7	7	0.1%
0.71	1	< 0.1%
0.8	1	< 0.1%
0.82	1	< 0.1%
0.87	1	< 0.1%

Value	Count	Frequency (%)
774.4	1	< 0.1%
360.0	1	< 0.1%
220.0	1	< 0.1%
156.0	1	< 0.1%
100.0	1	< 0.1%
82.56	14	0.1%
81.0	1	< 0.1%
80.0	4	< 0.1%
78.0	2	< 0.1%
72.3	6	0.1%

일평균이용현황(톤/일)_화장실세척
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	56
Distinct (%)	3.0%
Missing	8106
Missing (%)	81.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.989773

Minimum	0
Maximum	506
Zeros	1780
Zeros (%)	17.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	6.35
Maximum	506
Range	506
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	24.412095
Coefficient of variation (CV)	8.1652002
Kurtosis	196.4493
Mean	2.989773
Median Absolute Deviation (MAD)	0
Skewness	13.027868
Sum	5662.63
Variance	595.95037
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1780	17.8%
30.0	13	0.1%
10.0	9	0.1%
20.0	8	0.1%
22.0	6	0.1%
8.0	5	0.1%
3.0	5	0.1%
200.0	4	< 0.1%
2.0	4	< 0.1%
15.0	3	< 0.1%
Other values (46)	57	0.6%
(Missing)	8106	81.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1780	17.8%
1.5	2	< 0.1%
2.0	4	< 0.1%
3.0	5	0.1%
3.9	1	< 0.1%
4.0	1	< 0.1%
4.8	1	< 0.1%
5.0	3	< 0.1%
6.0	2	< 0.1%
7.0	2	< 0.1%

Value	Count	Frequency (%)
506.0	1	< 0.1%
382.5	1	< 0.1%
345.0	1	< 0.1%
320.0	1	< 0.1%
300.0	1	< 0.1%
277.0	1	< 0.1%
260.6	1	< 0.1%
200.0	4	< 0.1%
176.6	1	< 0.1%
110.0	1	< 0.1%

일평균이용현황(톤/일)_건물용수
Real number (ℝ)

MISSING ZEROS

Distinct	258
Distinct (%)	9.6%
Missing	7316
Missing (%)	73.2%
Infinite	0
Infinite (%)	0.0%
Mean	12.438621

Minimum	0
Maximum	1300
Zeros	2087
Zeros (%)	20.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	56
Maximum	1300
Range	1300
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	60.570702
Coefficient of variation (CV)	4.8695671
Kurtosis	152.67926
Mean	12.438621
Median Absolute Deviation (MAD)	0
Skewness	10.81452
Sum	33385.26
Variance	3668.81
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	2087	20.9%
20.0	23	0.2%
5.0	18	0.2%
1.0	16	0.2%
2.0	15	0.1%
12.0	14	0.1%
3.0	13	0.1%
30.0	11	0.1%
15.0	9	0.1%
8.0	9	0.1%
Other values (248)	469	4.7%
(Missing)	7316	73.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2087	20.9%
0.02	1	< 0.1%
0.07	3	< 0.1%
0.1	3	< 0.1%
0.2	1	< 0.1%
0.3	1	< 0.1%
0.5	3	< 0.1%
0.66	1	< 0.1%
0.69	1	< 0.1%
0.73	1	< 0.1%

Value	Count	Frequency (%)
1300.0	1	< 0.1%
860.51	1	< 0.1%
834.55	1	< 0.1%
789.01	1	< 0.1%
774.4	1	< 0.1%
700.0	2	< 0.1%
655.57	1	< 0.1%
610.49	1	< 0.1%
567.6	1	< 0.1%
555.0	1	< 0.1%

미사용_하수도방류(톤/일)
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	3396
Distinct (%)	34.6%
Missing	184
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%
Mean	43.10948

Minimum	-21.28
Maximum	4573.1
Zeros	1129
Zeros (%)	11.3%
Negative	62
Negative (%)	0.6%
Memory size	166.0 KiB

Quantile statistics

Minimum	-21.28
5-th percentile	0
Q1	1.98
median	10.315
Q3	40.45
95-th percentile	164.0725
Maximum	4573.1
Range	4594.38
Interquartile range (IQR)	38.47

Descriptive statistics

Standard deviation	136.51459
Coefficient of variation (CV)	3.1666953
Kurtosis	479.24326
Mean	43.10948
Median Absolute Deviation (MAD)	10.285
Skewness	17.639518
Sum	423162.66
Variance	18636.233
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1129	11.3%
1.0	125	1.2%
3.0	107	1.1%
2.0	105	1.1%
4.0	76	0.8%
5.0	73	0.7%
6.0	66	0.7%
9.0	64	0.6%
8.0	63	0.6%
12.0	51	0.5%
Other values (3386)	7957	79.6%
(Missing)	184	1.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-21.28	1	< 0.1%
-20.0	1	< 0.1%
-14.79	1	< 0.1%
-13.0	1	< 0.1%
-12.9	1	< 0.1%
-7.9	1	< 0.1%
-6.25	3	< 0.1%
-6.0	1	< 0.1%
-4.0	1	< 0.1%
-3.95	1	< 0.1%

Value	Count	Frequency (%)
4573.1	1	< 0.1%
4521.0	1	< 0.1%
4328.0	1	< 0.1%
3577.0	1	< 0.1%
3500.0	1	< 0.1%
3187.1	1	< 0.1%
2712.0	1	< 0.1%
1381.51	1	< 0.1%
1366.19	2	< 0.1%
1356.41	1	< 0.1%

일평균이용현황(톤/일)_기타건물용수
Categorical

HIGH CORRELATION IMBALANCE

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9744
x	141
미방류	21
우이천	14
성북천	14
Other values (12)	66

Length

Max length	6
Median length	4
Mean length	3.9492
Min length	1

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	9744	97.4%
x	141	1.4%
미방류	21	0.2%
우이천	14	0.1%
성북천	14	0.1%
석촌호수	12	0.1%
탄천	10	0.1%
중랑천	10	0.1%
고덕천	9	0.1%
도림천	6	0.1%
Other values (7)	19	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	9744	97.4%
x	141	1.4%
미방류	21	0.2%
우이천	14	0.1%
성북천	14	0.1%
석촌호수	12	0.1%
탄천	10	0.1%
중랑천	10	0.1%
고덕천	9	0.1%
도림천	6	0.1%
Other values (7)	19	0.2%

Phik (φk)
Auto

Heatmap
Table

	조사년도	총발생량(톤)	일평균발생량(톤/일)	일평균이용현황(톤/일)_하천방류	일평균이용현황(톤/일)_도로청소	일평균이용현황(톤/일)_공원용수	일평균이용현황(톤/일)_화장실세척	일평균이용현황(톤/일)_건물용수	미사용_하수도방류(톤/일)	일평균이용현황(톤/일)_기타건물용수
조사년도	1.000	0.000	0.000	0.529	0.272	0.221	0.694	0.140	0.000	0.701
총발생량(톤)	0.000	1.000	1.000	0.621	0.473	0.862	0.583	0.566	0.987	0.728
일평균발생량(톤/일)	0.000	1.000	1.000	0.620	0.473	0.863	0.583	0.717	0.989	0.777
일평균이용현황(톤/일)_하천방류	0.529	0.621	0.620	1.000	0.000	0.000	0.000	0.000	0.000	0.864
일평균이용현황(톤/일)_도로청소	0.272	0.473	0.473	0.000	1.000	0.000	0.000	0.000	0.000	NaN
일평균이용현황(톤/일)_공원용수	0.221	0.862	0.863	0.000	0.000	1.000	1.000	0.768	0.000	0.886
일평균이용현황(톤/일)_화장실세척	0.694	0.583	0.583	0.000	0.000	1.000	1.000	0.687	0.000	0.764
일평균이용현황(톤/일)_건물용수	0.140	0.566	0.717	0.000	0.000	0.768	0.687	1.000	0.000	0.000
미사용_하수도방류(톤/일)	0.000	0.987	0.989	0.000	0.000	0.000	0.000	0.000	1.000	0.000
일평균이용현황(톤/일)_기타건물용수	0.701	0.728	0.777	0.864	NaN	0.886	0.764	0.000	0.000	1.000

Heatmap
Table

	조사년도	총발생량(톤)	일평균발생량(톤/일)	일평균이용현황(톤/일)_하천방류	일평균이용현황(톤/일)_도로청소	일평균이용현황(톤/일)_공원용수	일평균이용현황(톤/일)_화장실세척	일평균이용현황(톤/일)_건물용수	미사용_하수도방류(톤/일)	일평균이용현황(톤/일)_기타건물용수
조사년도	1.000	0.059	0.049	0.101	-0.159	0.182	-0.270	-0.399	0.068	0.421
총발생량(톤)	0.059	1.000	0.999	0.301	0.205	0.322	0.183	0.278	0.848	0.529
일평균발생량(톤/일)	0.049	0.999	1.000	0.300	0.207	0.323	0.179	0.293	0.853	0.712
일평균이용현황(톤/일)_하천방류	0.101	0.301	0.300	1.000	0.123	0.304	-0.020	0.006	-0.317	0.631
일평균이용현황(톤/일)_도로청소	-0.159	0.205	0.207	0.123	1.000	0.616	0.499	0.141	-0.040	1.000
일평균이용현황(톤/일)_공원용수	0.182	0.322	0.323	0.304	0.616	1.000	0.545	0.247	0.064	0.687
일평균이용현황(톤/일)_화장실세척	-0.270	0.183	0.179	-0.020	0.499	0.545	1.000	0.129	-0.075	0.530
일평균이용현황(톤/일)_건물용수	-0.399	0.278	0.293	0.006	0.141	0.247	0.129	1.000	-0.156	0.000
미사용_하수도방류(톤/일)	0.068	0.848	0.853	-0.317	-0.040	0.064	-0.075	-0.156	1.000	0.000
일평균이용현황(톤/일)_기타건물용수	0.421	0.529	0.712	0.631	1.000	0.687	0.530	0.000	0.000	1.000

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.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	건축물명	건축물 위치	층수(지상_지하)	연면적	조사년도	총발생량(톤)	일평균발생량(톤/일)	일평균이용현황(톤/일)_하천방류	일평균이용현황(톤/일)_도로청소	일평균이용현황(톤/일)_공원용수	일평균이용현황(톤/일)_화장실세척	일평균이용현황(톤/일)_건물용수	미사용_하수도방류(톤/일)	일평균이용현황(톤/일)_기타건물용수
13254	상암월드시티	마포구 월드컵로34길 13	15/5	<NA>	2014	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5188	현대산업개발㈜, 잠실올림픽아이파크	올림픽로43길 34(풍납동) 현대산업개발(주)	35/3	<NA>	2020	25102.0	137.9	<NA>	<NA>	<NA>	<NA>	<NA>	138.0	<NA>
10271	(주)대명건설	서울특별시 송파구 (문정동 641-3)	<NA>	<NA>	2016	2133.0	11.0	<NA>	<NA>	<NA>	<NA>	<NA>	11.0	<NA>
3203	가산동 YS타워 신축공사현장	가산동 345-40 가산동 YS타워 신축공사현장	/	<NA>	2021	2941.0	29.71	<NA>	<NA>	<NA>	<NA>	<NA>	29.71	<NA>
6771	신도림팰러티움	경인로 584(신도림동)	26/5	<NA>	2019	993.6	5.4	<NA>	<NA>	<NA>	<NA>	<NA>	5.4	<NA>
379	한화 꿈에그린아파트	마포대로10길 22	/	<NA>	2022	900.0	4.89	<NA>	<NA>	<NA>	<NA>	<NA>	4.89	<NA>
6273	알로프트 서울명동호텔	남대문로 56	20/5	<NA>	2019	1637.6	8.9	<NA>	<NA>	<NA>	<NA>	<NA>	8.9	<NA>
14183	(주)케이씨씨웰츠밸리	금천구 가산동 470-8,가산디지털1로 205 (가산동)	14/3	<NA>	2014	3510.72	19.08	<NA>	<NA>	<NA>	<NA>	<NA>	19.08	<NA>
5766	서울대 교수아파트	관악로1(대학동)	5/2	<NA>	2019	1592.8	8.8	<NA>	<NA>	<NA>	<NA>	<NA>	8.8	<NA>
3206	에이스 가산포휴	가산디지털1로 225 (가산동 517-4)	20/4	<NA>	2021	91948.0	508.0	<NA>	<NA>	<NA>	<NA>	<NA>	508.0	<NA>

	건축물명	건축물 위치	층수(지상_지하)	연면적	조사년도	총발생량(톤)	일평균발생량(톤/일)	일평균이용현황(톤/일)_하천방류	일평균이용현황(톤/일)_도로청소	일평균이용현황(톤/일)_공원용수	일평균이용현황(톤/일)_화장실세척	일평균이용현황(톤/일)_건물용수	미사용_하수도방류(톤/일)	일평균이용현황(톤/일)_기타건물용수
13814	교보생명빌딩	영등포로96(당산동2가25)	7 / 5	<NA>	2014	<NA>	163.0	<NA>	<NA>	<NA>	<NA>	65.0	98.0	<NA>
4232	우리금융상암센타	월드컵북로60길 17 (상암동)	13/5	<NA>	2020	17520.0	96.26	<NA>	<NA>	<NA>	<NA>	<NA>	96.26	<NA>
6290	우림필유(아)	이촌로29길 21-7 (한강로3가 91 ) 우림필유	12/1	<NA>	2019	250.24	1.4	<NA>	<NA>	<NA>	<NA>	<NA>	1.4	<NA>
14032	백석예술대학교	방배동490-1	7/4	<NA>	2014	<NA>	3.0	<NA>	<NA>	<NA>	<NA>	<NA>	3.0	<NA>
7473	휴먼타워관리사무소	강남대로 605(잠원동 20-9)	14/5	<NA>	2018	720.0	3.91	0.0	0.0	0.0	0.0	0.0	3.91	<NA>
12741	메가빌딩	노원구 노해로 459(상계동)	14/4	<NA>	2015	1748.0	9.5	<NA>	<NA>	<NA>	<NA>	<NA>	9.5	<NA>
1625	삼익아파트1단지	독산로50길 89(시흥동 5-13 ,삼익아파트 )	25/4	<NA>	2022	21091.92	114.63	<NA>	<NA>	<NA>	<NA>	<NA>	114.63	<NA>
12441	가든파이브웍스	서울특별시 송파구 충민로 52(문정동 289)	<NA>	<NA>	2015	9413.0	51.0	<NA>	<NA>	<NA>	<NA>	<NA>	51.0	<NA>
5780	일성트루엘	신림로23길 16(신림동 1523)	11/2	<NA>	2019	6624.6	36.6	<NA>	<NA>	<NA>	<NA>	<NA>	36.6	<NA>
10293	GS한강에클라트	이촌로 1 (한강로3가, GS한강에클라트)	26/6	<NA>	2016	33970.0	184.0	<NA>	<NA>	<NA>	<NA>	<NA>	184.0	<NA>

Most frequently occurring

	건축물명	건축물 위치	층수(지상_지하)	조사년도	일평균이용현황(톤/일)_하천방류	일평균이용현황(톤/일)_도로청소	일평균이용현황(톤/일)_공원용수	일평균이용현황(톤/일)_화장실세척	일평균이용현황(톤/일)_건물용수	일평균이용현황(톤/일)_기타건물용수	# duplicates
32	근린생활시설 신축공사(㈜호유엠케이)	대치동 953-22번지	<NA>	2018	0.0	0.0	0.0	0.0	0.0	<NA>	7
89	아파트 관리사무소	숭인동길 21(숭인동 766)	<NA>	2016	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	6
103	자일개발주식회사	돈화문로 26(묘동 56)	<NA>	2015	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	6
33	김한중	종로41길 36(종로6가 189)	8/2	2015	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	5
77	소나무	동호로 38길 24(종로5가 321-27)	5/2	2015	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	5
28	골든팰리스	통일로16길 4-1(무악동 66-3, 골든팰리스)	8/4	2016	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	4
30	국립현대미술관	서울특별시 종로구 (소격동 ,서울관 )	<NA>	2016	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	4
78	소나무	동호로 38길 24(종로5가 321-27)	5/2	2016	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	4
1	(주)단성사	돈화문로 26(묘동 56)	9/4	2015	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	3
27	골든팰리스	통일로16길 4-1(무악동 66-3, 골든팰리스)	8/4	2015	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	3

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Close Punctuation

Open Punctuation

Other Symbol

Math Symbol

Space Separator

Dash Punctuation

Letter Number

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

Geometric Shapes

Compat Jamo

Number Forms

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Other Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Lowercase Letter

Space Separator

Dash Punctuation

Other Symbol

Modifier Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Other Punctuation

Uppercase Letter

Open Punctuation

Close Punctuation

Math Symbol

Space Separator

Dash Punctuation

Lowercase Letter

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Interactions