gimi9 Pandas Profiling

Dataset statistics

Number of variables	40
Number of observations	10000
Missing cells	88904
Missing cells (%)	22.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	3.4 MiB
Average record size in memory	354.0 B

Variable types

Categorical	15
Text	8
Numeric	11
Unsupported	4
Boolean	2

Dataset

Description	이용업_인허가
Author	행정안전부
URL	https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=TP5L4A2GDRCXF927DEST27897777&infSeq=1

Alerts

`위생업태명` is highly imbalanced (94.2%)	Imbalance
`사용시작지하층` is highly imbalanced (50.9%)	Imbalance
`사용끝지하층` is highly imbalanced (58.1%)	Imbalance
`발한실여부` is highly imbalanced (99.7%)	Imbalance
`조건부허가시작일자` is highly imbalanced (99.7%)	Imbalance
`건물소유구분명` is highly imbalanced (53.7%)	Imbalance
`여성종사자수` is highly imbalanced (64.3%)	Imbalance
`남성종사자수` is highly imbalanced (66.4%)	Imbalance
`침대수` is highly imbalanced (60.8%)	Imbalance
`다중이용업소여부` is highly imbalanced (99.4%)	Imbalance
`도로명주소` has 1128 (11.3%) missing values	Missing
`우편번호` has 397 (4.0%) missing values	Missing
`전화번호` has 3568 (35.7%) missing values	Missing
`WGS84위도` has 114 (1.1%) missing values	Missing
`WGS84경도` has 114 (1.1%) missing values	Missing
`인허가취소일자` has 10000 (100.0%) missing values	Missing
`폐업일자` has 2450 (24.5%) missing values	Missing
`휴업시작일자` has 10000 (100.0%) missing values	Missing
`휴업종료일자` has 10000 (100.0%) missing values	Missing
`재개업일자` has 10000 (100.0%) missing values	Missing
`소재지면적` has 107 (1.1%) missing values	Missing
`X좌표값` has 722 (7.2%) missing values	Missing
`Y좌표값` has 722 (7.2%) missing values	Missing
`건물지상층수` has 3370 (33.7%) missing values	Missing
`건물지하층수` has 4067 (40.7%) missing values	Missing
`사용시작지상층` has 4492 (44.9%) missing values	Missing
`사용끝지상층` has 6078 (60.8%) missing values	Missing
`발한실여부` has 170 (1.7%) missing values	Missing
`의자수` has 1418 (14.2%) missing values	Missing
`조건부허가신고사유` has 9994 (99.9%) missing values	Missing
`조건부허가종료일자` has 9992 (99.9%) missing values	Missing
`사용끝지상층` is highly skewed (γ1 = 26.11125153)	Skewed
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`건물지상층수` has 3979 (39.8%) zeros	Zeros
`건물지하층수` has 4674 (46.7%) zeros	Zeros
`사용시작지상층` has 2880 (28.8%) zeros	Zeros
`사용끝지상층` has 1437 (14.4%) zeros	Zeros
`의자수` has 1120 (11.2%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 22:26:32.845819
Analysis finished	2023-12-10 22:26:35.633192
Duration	2.79 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

시군명
Categorical

Distinct	31
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

수원시	1043
부천시	1006
안산시	817
고양시	725
성남시	706
Other values (26)	5703

Length

Max length	4
Median length	3
Mean length	3.0775
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	안성시
2nd row	파주시
3rd row	용인시
4th row	수원시
5th row	양평군

Common Values

Value	Count	Frequency (%)
수원시	1043	10.4%
부천시	1006	10.1%
안산시	817	8.2%
고양시	725	7.2%
성남시	706	7.1%
안양시	682	6.8%
시흥시	485	4.9%
용인시	476	4.8%
평택시	471	4.7%
의정부시	401	4.0%
Other values (21)	3188	31.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
수원시	1043	10.4%
부천시	1006	10.1%
안산시	817	8.2%
고양시	725	7.2%
성남시	706	7.1%
안양시	682	6.8%
시흥시	485	4.9%
용인시	476	4.8%
평택시	471	4.7%
의정부시	401	4.0%
Other values (21)	3188	31.9%

사업장명
Text

Distinct	6200
Distinct (%)	62.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	34
Median length	5
Mean length	5.6112
Min length	1

Characters and Unicode

Total characters	56112
Distinct characters	740
Distinct categories	9 ?
Distinct scripts	4 ?
Distinct blocks	3 ?

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

Unique

Unique	4840 ?
Unique (%)	48.4%

Sample

1st row	신신이용원
2nd row	원앙
3rd row	쉼터이용원
4th row	청솔이용원
5th row	협동이용원

Value	Count	Frequency (%)
이용원	240	2.2%
이발관	117	1.1%
태후사랑	67	0.6%
바버샵	57	0.5%
현대이발관	51	0.5%
현대이용원	51	0.5%
중앙이발관	40	0.4%
이발소	38	0.3%
우리이발관	38	0.3%
서울이발관	36	0.3%
Other values (6181)	10187	93.3%

Most occurring characters

Value	Count	Frequency (%)
이	8069	14.4%
발	3971	7.1%
원	3945	7.0%
용	3872	6.9%
관	3486	6.2%
	927	1.7%
우	864	1.5%
성	847	1.5%
사	747	1.3%
나	721	1.3%
Other values (730)	28663	51.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	53373	95.1%
Space Separator	927	1.7%
Lowercase Letter	580	1.0%
Uppercase Letter	555	1.0%
Decimal Number	230	0.4%
Open Punctuation	192	0.3%
Close Punctuation	192	0.3%
Other Punctuation	59	0.1%
Dash Punctuation	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	8069	15.1%
발	3971	7.4%
원	3945	7.4%
용	3872	7.3%
관	3486	6.5%
우	864	1.6%
성	847	1.6%
사	747	1.4%
나	721	1.4%
스	639	1.2%
Other values (660)	26212	49.1%

Uppercase Letter

Value	Count	Frequency (%)
B	72	13.0%
S	54	9.7%
R	49	8.8%
O	47	8.5%
A	41	7.4%
H	32	5.8%
E	32	5.8%
P	29	5.2%
M	25	4.5%
K	22	4.0%
Other values (16)	152	27.4%

Lowercase Letter

Value	Count	Frequency (%)
r	83	14.3%
e	72	12.4%
o	56	9.7%
a	53	9.1%
s	42	7.2%
b	41	7.1%
h	40	6.9%
p	34	5.9%
l	23	4.0%
i	22	3.8%
Other values (14)	114	19.7%

Decimal Number

Value	Count	Frequency (%)
2	69	30.0%
1	48	20.9%
8	27	11.7%
4	27	11.7%
0	21	9.1%
9	14	6.1%
7	9	3.9%
3	7	3.0%
5	7	3.0%
6	1	0.4%

Other Punctuation

Value	Count	Frequency (%)
.	34	57.6%
'	11	18.6%
&	9	15.3%
,	3	5.1%
!	1	1.7%
/	1	1.7%

Space Separator

Value	Count	Frequency (%)
	927	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	192	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	192	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	53368	95.1%
Common	1604	2.9%
Latin	1135	2.0%
Han	5	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	8069	15.1%
발	3971	7.4%
원	3945	7.4%
용	3872	7.3%
관	3486	6.5%
우	864	1.6%
성	847	1.6%
사	747	1.4%
나	721	1.4%
스	639	1.2%
Other values (655)	26207	49.1%

Latin

Value	Count	Frequency (%)
r	83	7.3%
B	72	6.3%
e	72	6.3%
o	56	4.9%
S	54	4.8%
a	53	4.7%
R	49	4.3%
O	47	4.1%
s	42	3.7%
b	41	3.6%
Other values (40)	566	49.9%

Common

Value	Count	Frequency (%)
	927	57.8%
(	192	12.0%
)	192	12.0%
2	69	4.3%
1	48	3.0%
.	34	2.1%
8	27	1.7%
4	27	1.7%
0	21	1.3%
9	14	0.9%
Other values (10)	53	3.3%

Han

Value	Count	Frequency (%)
內	1	20.0%
士	1	20.0%
新	1	20.0%
正	1	20.0%
學	1	20.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	53368	95.1%
ASCII	2739	4.9%
CJK	5	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	8069	15.1%
발	3971	7.4%
원	3945	7.4%
용	3872	7.3%
관	3486	6.5%
우	864	1.6%
성	847	1.6%
사	747	1.4%
나	721	1.4%
스	639	1.2%
Other values (655)	26207	49.1%

ASCII

Value	Count	Frequency (%)
	927	33.8%
(	192	7.0%
)	192	7.0%
r	83	3.0%
B	72	2.6%
e	72	2.6%
2	69	2.5%
o	56	2.0%
S	54	2.0%
a	53	1.9%
Other values (60)	969	35.4%

CJK

Value	Count	Frequency (%)
內	1	20.0%
士	1	20.0%
新	1	20.0%
正	1	20.0%
學	1	20.0%

영업상태
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

폐업	7550
영업	2450

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	영업
2nd row	폐업
3rd row	폐업
4th row	폐업
5th row	폐업

Common Values

Value	Count	Frequency (%)
폐업	7550	75.5%
영업	2450	24.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	7550	75.5%
영업	2450	24.5%

인허가일자
Text

Distinct	6073
Distinct (%)	60.7%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	10
Median length	8
Mean length	8.0902
Min length	6

Characters and Unicode

Total characters	80902
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	3923 ?
Unique (%)	39.2%

Sample

1st row	20030403
2nd row	19870630
3rd row	20061127
4th row	19990628
5th row	1976-06-30

Value	Count	Frequency (%)
20030418	89	0.9%
20030411	64	0.6%
20030227	63	0.6%
20030403	61	0.6%
20030425	36	0.4%
20030516	33	0.3%
20030226	29	0.3%
20030428	26	0.3%
19980527	20	0.2%
19730727	15	0.1%
Other values (6063)	9564	95.6%

Most occurring characters

Value	Count	Frequency (%)
0	23407	28.9%
1	15003	18.5%
2	13617	16.8%
9	8963	11.1%
3	3991	4.9%
8	3621	4.5%
4	2999	3.7%
7	2946	3.6%
6	2725	3.4%
5	2714	3.4%
Other values (2)	916	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	79986	98.9%
Dash Punctuation	910	1.1%
Space Separator	6	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	23407	29.3%
1	15003	18.8%
2	13617	17.0%
9	8963	11.2%
3	3991	5.0%
8	3621	4.5%
4	2999	3.7%
7	2946	3.7%
6	2725	3.4%
5	2714	3.4%

Dash Punctuation

Value	Count	Frequency (%)
-	910	100.0%

Space Separator

Value	Count	Frequency (%)
	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	80902	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	23407	28.9%
1	15003	18.5%
2	13617	16.8%
9	8963	11.1%
3	3991	4.9%
8	3621	4.5%
4	2999	3.7%
7	2946	3.6%
6	2725	3.4%
5	2714	3.4%
Other values (2)	916	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	80902	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	23407	28.9%
1	15003	18.5%
2	13617	16.8%
9	8963	11.1%
3	3991	4.9%
8	3621	4.5%
4	2999	3.7%
7	2946	3.6%
6	2725	3.4%
5	2714	3.4%
Other values (2)	916	1.1%

도로명주소
Text

MISSING

Distinct	8189
Distinct (%)	92.3%
Missing	1128
Missing (%)	11.3%
Memory size	156.2 KiB

Length

Max length	68
Median length	58
Mean length	29.738729
Min length	13

Characters and Unicode

Total characters	263842
Distinct characters	604
Distinct categories	12 ?
Distinct scripts	4 ?
Distinct blocks	5 ?

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

Unique

Unique	7631 ?
Unique (%)	86.0%

Sample

1st row	경기도 안성시 개내교1길 7 (신건지동)
2nd row	경기도 용인시 처인구 백암면 백암로 191 2층 (백암리)
3rd row	경기도 안성시 장기로 52 462-1 (인지동)
4th row	경기도 수원시 장안구 창훈로66번길 11-3
5th row	경기도 수원시 팔달구 팔달문로 89

Value	Count	Frequency (%)
경기도	8872	15.7%
1층	1231	2.2%
수원시	944	1.7%
부천시	922	1.6%
안산시	730	1.3%
성남시	673	1.2%
고양시	648	1.2%
안양시	597	1.1%
용인시	428	0.8%
평택시	409	0.7%
Other values (8801)	40883	72.6%

Most occurring characters

Value	Count	Frequency (%)
	47522	18.0%
1	10692	4.1%
시	9421	3.6%
경	9318	3.5%
도	9129	3.5%
기	9125	3.5%
동	9098	3.4%
로	8366	3.2%
)	8065	3.1%
(	8065	3.1%
Other values (594)	135041	51.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	152932	58.0%
Space Separator	47522	18.0%
Decimal Number	40854	15.5%
Close Punctuation	8066	3.1%
Open Punctuation	8066	3.1%
Other Punctuation	4303	1.6%
Dash Punctuation	1693	0.6%
Uppercase Letter	354	0.1%
Lowercase Letter	35	< 0.1%
Math Symbol	8	< 0.1%
Other values (2)	9	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	9421	6.2%
경	9318	6.1%
도	9129	6.0%
기	9125	6.0%
동	9098	5.9%
로	8366	5.5%
구	4409	2.9%
길	4064	2.7%
번	3386	2.2%
층	3216	2.1%
Other values (525)	83400	54.5%

Uppercase Letter

Value	Count	Frequency (%)
B	166	46.9%
A	78	22.0%
S	12	3.4%
C	10	2.8%
L	9	2.5%
G	8	2.3%
P	7	2.0%
D	7	2.0%
K	7	2.0%
I	6	1.7%
Other values (14)	44	12.4%

Lowercase Letter

Value	Count	Frequency (%)
l	7	20.0%
e	7	20.0%
a	5	14.3%
c	3	8.6%
o	2	5.7%
s	2	5.7%
y	1	2.9%
f	1	2.9%
u	1	2.9%
b	1	2.9%
Other values (5)	5	14.3%

Decimal Number

Value	Count	Frequency (%)
1	10692	26.2%
2	6157	15.1%
3	4097	10.0%
0	3702	9.1%
4	3454	8.5%
5	3184	7.8%
6	2634	6.4%
7	2505	6.1%
8	2336	5.7%
9	2093	5.1%

Other Punctuation

Value	Count	Frequency (%)
,	4220	98.1%
.	53	1.2%
*	14	0.3%
@	10	0.2%
/	3	0.1%
&	2	< 0.1%
#	1	< 0.1%

Math Symbol

Value	Count	Frequency (%)
~	6	75.0%
+	1	12.5%
∈	1	12.5%

Letter Number

Value	Count	Frequency (%)
Ⅱ	4	50.0%
Ⅲ	2	25.0%
Ⅰ	2	25.0%

Close Punctuation

Value	Count	Frequency (%)
)	8065	> 99.9%
}	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	8065	> 99.9%
{	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	47522	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1693	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	152926	58.0%
Common	110513	41.9%
Latin	397	0.2%
Han	6	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	9421	6.2%
경	9318	6.1%
도	9129	6.0%
기	9125	6.0%
동	9098	5.9%
로	8366	5.5%
구	4409	2.9%
길	4064	2.7%
번	3386	2.2%
층	3216	2.1%
Other values (523)	83394	54.5%

Latin

Value	Count	Frequency (%)
B	166	41.8%
A	78	19.6%
S	12	3.0%
C	10	2.5%
L	9	2.3%
G	8	2.0%
l	7	1.8%
e	7	1.8%
P	7	1.8%
D	7	1.8%
Other values (32)	86	21.7%

Common

Value	Count	Frequency (%)
	47522	43.0%
1	10692	9.7%
)	8065	7.3%
(	8065	7.3%
2	6157	5.6%
,	4220	3.8%
3	4097	3.7%
0	3702	3.3%
4	3454	3.1%
5	3184	2.9%
Other values (17)	11355	10.3%

Han

Value	Count	Frequency (%)
內	5	83.3%
陂	1	16.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	152926	58.0%
ASCII	110901	42.0%
Number Forms	8	< 0.1%
CJK	6	< 0.1%
Math Operators	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	47522	42.9%
1	10692	9.6%
)	8065	7.3%
(	8065	7.3%
2	6157	5.6%
,	4220	3.8%
3	4097	3.7%
0	3702	3.3%
4	3454	3.1%
5	3184	2.9%
Other values (55)	11743	10.6%

Hangul

Value	Count	Frequency (%)
시	9421	6.2%
경	9318	6.1%
도	9129	6.0%
기	9125	6.0%
동	9098	5.9%
로	8366	5.5%
구	4409	2.9%
길	4064	2.7%
번	3386	2.2%
층	3216	2.1%
Other values (523)	83394	54.5%

CJK

Value	Count	Frequency (%)
內	5	83.3%
陂	1	16.7%

Number Forms

Value	Count	Frequency (%)
Ⅱ	4	50.0%
Ⅲ	2	25.0%
Ⅰ	2	25.0%

Math Operators

Value	Count	Frequency (%)
∈	1	100.0%

지번주소
Text

Distinct	9263
Distinct (%)	92.6%
Missing	1
Missing (%)	< 0.1%
Memory size	156.2 KiB

Length

Max length	71
Median length	58
Mean length	25.385939
Min length	14

Characters and Unicode

Total characters	253834
Distinct characters	570
Distinct categories	13 ?
Distinct scripts	4 ?
Distinct blocks	6 ?

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

Unique

Unique	8651 ?
Unique (%)	86.5%

Sample

1st row	경기도 안성시 신건지동 3-14번지
2nd row	경기도 파주시 문산읍 문산리 10-0번지
3rd row	경기도 용인시 처인구 백암면 백암리 470-5번지 2층
4th row	경기도 수원시 팔달구 화서동 184-36
5th row	경기도 양평군 용문면 다문리 716-9

Value	Count	Frequency (%)
경기도	9999	18.4%
수원시	1043	1.9%
부천시	1006	1.9%
1층	890	1.6%
안산시	817	1.5%
고양시	725	1.3%
성남시	706	1.3%
안양시	683	1.3%
시흥시	485	0.9%
용인시	476	0.9%
Other values (10984)	37384	69.0%

Most occurring characters

Value	Count	Frequency (%)
	47323	18.6%
1	11458	4.5%
시	10389	4.1%
기	10223	4.0%
동	10183	4.0%
도	10179	4.0%
경	10063	4.0%
지	9030	3.6%
-	7837	3.1%
번	7140	2.8%
Other values (560)	120009	47.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	146253	57.6%
Decimal Number	50043	19.7%
Space Separator	47323	18.6%
Dash Punctuation	7837	3.1%
Open Punctuation	692	0.3%
Close Punctuation	692	0.3%
Other Punctuation	567	0.2%
Uppercase Letter	386	0.2%
Lowercase Letter	25	< 0.1%
Math Symbol	7	< 0.1%
Other values (3)	9	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	10389	7.1%
기	10223	7.0%
동	10183	7.0%
도	10179	7.0%
경	10063	6.9%
지	9030	6.2%
번	7140	4.9%
구	4794	3.3%
안	3084	2.1%
양	2887	2.0%
Other values (495)	68281	46.7%

Uppercase Letter

Value	Count	Frequency (%)
B	172	44.6%
A	92	23.8%
L	15	3.9%
S	13	3.4%
T	11	2.8%
P	10	2.6%
D	8	2.1%
C	8	2.1%
I	7	1.8%
K	7	1.8%
Other values (14)	43	11.1%

Lowercase Letter

Value	Count	Frequency (%)
e	6	24.0%
a	6	24.0%
p	3	12.0%
l	3	12.0%
n	1	4.0%
h	1	4.0%
g	1	4.0%
i	1	4.0%
b	1	4.0%
t	1	4.0%

Decimal Number

Value	Count	Frequency (%)
1	11458	22.9%
2	6599	13.2%
3	4929	9.8%
0	4553	9.1%
4	4542	9.1%
5	4132	8.3%
7	3757	7.5%
6	3710	7.4%
8	3351	6.7%
9	3012	6.0%

Other Punctuation

Value	Count	Frequency (%)
,	428	75.5%
.	78	13.8%
@	38	6.7%
*	14	2.5%
/	6	1.1%
:	2	0.4%
&	1	0.2%

Letter Number

Value	Count	Frequency (%)
Ⅱ	3	50.0%
Ⅲ	2	33.3%
Ⅰ	1	16.7%

Open Punctuation

Value	Count	Frequency (%)
(	691	99.9%
{	1	0.1%

Close Punctuation

Value	Count	Frequency (%)
)	691	99.9%
}	1	0.1%

Math Symbol

Value	Count	Frequency (%)
~	6	85.7%
+	1	14.3%

Space Separator

Value	Count	Frequency (%)
	47323	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	7837	100.0%

Other Symbol

Value	Count	Frequency (%)
㎡	2	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	146248	57.6%
Common	107164	42.2%
Latin	417	0.2%
Han	5	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	10389	7.1%
기	10223	7.0%
동	10183	7.0%
도	10179	7.0%
경	10063	6.9%
지	9030	6.2%
번	7140	4.9%
구	4794	3.3%
안	3084	2.1%
양	2887	2.0%
Other values (494)	68276	46.7%

Latin

Value	Count	Frequency (%)
B	172	41.2%
A	92	22.1%
L	15	3.6%
S	13	3.1%
T	11	2.6%
P	10	2.4%
D	8	1.9%
C	8	1.9%
I	7	1.7%
K	7	1.7%
Other values (28)	74	17.7%

Common

Value	Count	Frequency (%)
	47323	44.2%
1	11458	10.7%
-	7837	7.3%
2	6599	6.2%
3	4929	4.6%
0	4553	4.2%
4	4542	4.2%
5	4132	3.9%
7	3757	3.5%
6	3710	3.5%
Other values (17)	8324	7.8%

Han

Value	Count	Frequency (%)
內	5	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	146247	57.6%
ASCII	107573	42.4%
Number Forms	6	< 0.1%
CJK	5	< 0.1%
CJK Compat	2	< 0.1%
Compat Jamo	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	47323	44.0%
1	11458	10.7%
-	7837	7.3%
2	6599	6.1%
3	4929	4.6%
0	4553	4.2%
4	4542	4.2%
5	4132	3.8%
7	3757	3.5%
6	3710	3.4%
Other values (51)	8733	8.1%

Hangul

Value	Count	Frequency (%)
시	10389	7.1%
기	10223	7.0%
동	10183	7.0%
도	10179	7.0%
경	10063	6.9%
지	9030	6.2%
번	7140	4.9%
구	4794	3.3%
안	3084	2.1%
양	2887	2.0%
Other values (493)	68275	46.7%

CJK

Value	Count	Frequency (%)
內	5	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	3	50.0%
Ⅲ	2	33.3%
Ⅰ	1	16.7%

CJK Compat

Value	Count	Frequency (%)
㎡	2	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㅣ	1	100.0%

우편번호
Real number (ℝ)

MISSING

Distinct	2894
Distinct (%)	30.1%
Missing	397
Missing (%)	4.0%
Infinite	0
Infinite (%)	0.0%
Mean	14343.134

Minimum	10011
Maximum	18634
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	10011
5-th percentile	10387
Q1	12412.5
median	14566
Q3	16312
95-th percentile	17983
Maximum	18634
Range	8623
Interquartile range (IQR)	3899.5

Descriptive statistics

Standard deviation	2361.1286
Coefficient of variation (CV)	0.16461735
Kurtosis	-0.99935729
Mean	14343.134
Median Absolute Deviation (MAD)	1895
Skewness	-0.13539707
Sum	1.3773711 × 10⁸
Variance	5574928.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14072	40	0.4%
14948	35	0.4%
15052	34	0.3%
18136	34	0.3%
13951	29	0.3%
15361	28	0.3%
16489	25	0.2%
15538	25	0.2%
15036	24	0.2%
14103	23	0.2%
Other values (2884)	9306	93.1%
(Missing)	397	4.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10011	5	0.1%
10012	2	< 0.1%
10016	1	< 0.1%
10017	1	< 0.1%
10018	14	0.1%
10019	2	< 0.1%
10020	1	< 0.1%
10021	2	< 0.1%
10023	1	< 0.1%
10024	2	< 0.1%

Value	Count	Frequency (%)
18634	1	< 0.1%
18631	2	< 0.1%
18628	2	< 0.1%
18614	1	< 0.1%
18611	1	< 0.1%
18606	1	< 0.1%
18603	1	< 0.1%
18602	1	< 0.1%
18600	1	< 0.1%
18598	3	< 0.1%

전화번호
Text

MISSING

Distinct	5968
Distinct (%)	92.8%
Missing	3568
Missing (%)	35.7%
Memory size	156.2 KiB

Length

Max length	12
Median length	11
Mean length	10.197917
Min length	1

Characters and Unicode

Total characters	65593
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	5620 ?
Unique (%)	87.4%

Sample

1st row	031 6756769
2nd row	9529719
3rd row	031 7733865
4th row	031 3966443
5th row	031 9222010

Value	Count	Frequency (%)
031	4359	36.0%
032	263	2.2%
02	99	0.8%
070	26	0.2%
636	10	0.1%
632	10	0.1%
635	9	0.1%
0031	8	0.1%
031666	7	0.1%
387	7	0.1%
Other values (6301)	7317	60.4%

Most occurring characters

Value	Count	Frequency (%)
3	9742	14.9%
1	8576	13.1%
0	8442	12.9%
	5769	8.8%
2	5377	8.2%
4	5022	7.7%
6	4882	7.4%
5	4619	7.0%
7	4499	6.9%
8	4467	6.8%
Other values (3)	4198	6.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	59573	90.8%
Space Separator	5769	8.8%
Dash Punctuation	249	0.4%
Other Punctuation	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	9742	16.4%
1	8576	14.4%
0	8442	14.2%
2	5377	9.0%
4	5022	8.4%
6	4882	8.2%
5	4619	7.8%
7	4499	7.6%
8	4467	7.5%
9	3947	6.6%

Space Separator

Value	Count	Frequency (%)
	5769	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	249	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	65593	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	9742	14.9%
1	8576	13.1%
0	8442	12.9%
	5769	8.8%
2	5377	8.2%
4	5022	7.7%
6	4882	7.4%
5	4619	7.0%
7	4499	6.9%
8	4467	6.8%
Other values (3)	4198	6.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	65593	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	9742	14.9%
1	8576	13.1%
0	8442	12.9%
	5769	8.8%
2	5377	8.2%
4	5022	7.7%
6	4882	7.4%
5	4619	7.0%
7	4499	6.9%
8	4467	6.8%
Other values (3)	4198	6.4%

WGS84위도
Real number (ℝ)

MISSING

Distinct	7974
Distinct (%)	80.7%
Missing	114
Missing (%)	1.1%
Infinite	0
Infinite (%)	0.0%
Mean	37.434667

Minimum	36.942833
Maximum	38.212795
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	36.942833
5-th percentile	37.07519
Q1	37.295442
median	37.401372
Q3	37.594807
95-th percentile	37.819701
Maximum	38.212795
Range	1.2699622
Interquartile range (IQR)	0.29936452

Descriptive statistics

Standard deviation	0.21374086
Coefficient of variation (CV)	0.0057097036
Kurtosis	0.061042012
Mean	37.434667
Median Absolute Deviation (MAD)	0.11841259
Skewness	0.33265492
Sum	370079.12
Variance	0.045685153
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37.327696	9	0.1%
37.3903039	8	0.1%
37.44016	8	0.1%
37.3172854	7	0.1%
37.7621769	7	0.1%
37.7542061	6	0.1%
37.2000888146	6	0.1%
37.2797633	6	0.1%
37.3699706	6	0.1%
37.3913845	6	0.1%
Other values (7964)	9817	98.2%
(Missing)	114	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
36.9428332	1	< 0.1%
36.9438405	1	< 0.1%
36.9458015	1	< 0.1%
36.9466915	1	< 0.1%
36.9496667	1	< 0.1%
36.9517755	1	< 0.1%
36.9530566	1	< 0.1%
36.9540536	1	< 0.1%
36.954189	1	< 0.1%
36.9565773	2	< 0.1%

Value	Count	Frequency (%)
38.2127954	1	< 0.1%
38.1953488	1	< 0.1%
38.1867296554	1	< 0.1%
38.1848597729	1	< 0.1%
38.1594427	1	< 0.1%
38.1581354	1	< 0.1%
38.1574653245	1	< 0.1%
38.1342415	1	< 0.1%
38.1332921128	1	< 0.1%
38.1332149	1	< 0.1%

WGS84경도
Real number (ℝ)

MISSING

Distinct	7979
Distinct (%)	80.7%
Missing	114
Missing (%)	1.1%
Infinite	0
Infinite (%)	0.0%
Mean	126.98687

Minimum	126.53764
Maximum	127.7546
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	126.53764
5-th percentile	126.75241
Q1	126.81571
median	126.97798
Q3	127.10657
95-th percentile	127.32389
Maximum	127.7546
Range	1.2169619
Interquartile range (IQR)	0.29086663

Descriptive statistics

Standard deviation	0.19203711
Coefficient of variation (CV)	0.0015122596
Kurtosis	0.8593975
Mean	126.98687
Median Absolute Deviation (MAD)	0.14512162
Skewness	0.80704864
Sum	1255392.2
Variance	0.036878253
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
126.6942604	9	0.1%
126.95498	8	0.1%
126.7829994	8	0.1%
126.7730957	7	0.1%
126.8422691	7	0.1%
127.0720094292	6	0.1%
127.038340772	6	0.1%
127.138793	6	0.1%
126.7594971	6	0.1%
126.8634878	6	0.1%
Other values (7969)	9817	98.2%
(Missing)	114	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
126.5376365181	1	< 0.1%
126.5510544441	2	< 0.1%
126.5518436	1	< 0.1%
126.5519818	2	< 0.1%
126.5541395462	1	< 0.1%
126.5544769065	1	< 0.1%
126.5603148	1	< 0.1%
126.5604556	1	< 0.1%
126.561207	1	< 0.1%
126.5655170392	1	< 0.1%

Value	Count	Frequency (%)
127.7545984	1	< 0.1%
127.7533956	1	< 0.1%
127.7529592	1	< 0.1%
127.7282963	1	< 0.1%
127.7095709	1	< 0.1%
127.7088138	1	< 0.1%
127.6867723	1	< 0.1%
127.6851035644	2	< 0.1%
127.6738529	1	< 0.1%
127.673621	1	< 0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

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

폐업일자
Text

MISSING

Distinct	3972
Distinct (%)	52.6%
Missing	2450
Missing (%)	24.5%
Memory size	156.2 KiB

Length

Max length	10
Median length	8
Mean length	8.0396026
Min length	4

Characters and Unicode

Total characters	60699
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	2198 ?
Unique (%)	29.1%

Sample

1st row	20190228
2nd row	20090715
3rd row	20100415
4th row	2023-04-21
5th row	20040805

Value	Count	Frequency (%)
20030227	101	1.3%
20030312	45	0.6%
20031020	38	0.5%
20030731	31	0.4%
20030306	28	0.4%
20020129	26	0.3%
20070509	25	0.3%
20030602	24	0.3%
20060809	23	0.3%
20050404	21	0.3%
Other values (3962)	7188	95.2%

Most occurring characters

Value	Count	Frequency (%)
0	21214	34.9%
2	13375	22.0%
1	9775	16.1%
3	3142	5.2%
9	2567	4.2%
4	2200	3.6%
5	2145	3.5%
6	2127	3.5%
7	1982	3.3%
8	1863	3.1%
Other values (2)	309	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	60390	99.5%
Dash Punctuation	308	0.5%
Space Separator	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	21214	35.1%
2	13375	22.1%
1	9775	16.2%
3	3142	5.2%
9	2567	4.3%
4	2200	3.6%
5	2145	3.6%
6	2127	3.5%
7	1982	3.3%
8	1863	3.1%

Dash Punctuation

Value	Count	Frequency (%)
-	308	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	60699	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	21214	34.9%
2	13375	22.0%
1	9775	16.1%
3	3142	5.2%
9	2567	4.2%
4	2200	3.6%
5	2145	3.5%
6	2127	3.5%
7	1982	3.3%
8	1863	3.1%
Other values (2)	309	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	60699	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	21214	34.9%
2	13375	22.0%
1	9775	16.1%
3	3142	5.2%
9	2567	4.2%
4	2200	3.6%
5	2145	3.5%
6	2127	3.5%
7	1982	3.3%
8	1863	3.1%
Other values (2)	309	0.5%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

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

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

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

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

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

소재지면적
Text

MISSING

Distinct	3057
Distinct (%)	30.9%
Missing	107
Missing (%)	1.1%
Memory size	156.2 KiB

Length

Max length	8
Median length	5
Mean length	4.6222582
Min length	3

Characters and Unicode

Total characters	45728
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	1845 ?
Unique (%)	18.6%

Sample

1st row	33.00
2nd row	14.00
3rd row	154.11
4th row	20.89
5th row	15.20

Value	Count	Frequency (%)
00	1643	16.6%
1.00	164	1.7%
10.00	136	1.4%
33.00	133	1.3%
16.50	95	1.0%
12.00	81	0.8%
6.60	73	0.7%
15.00	69	0.7%
30.00	67	0.7%
13.20	65	0.7%
Other values (3047)	7367	74.5%

Most occurring characters

Value	Count	Frequency (%)
0	10867	23.8%
.	9893	21.6%
1	4612	10.1%
2	4270	9.3%
3	2894	6.3%
5	2590	5.7%
6	2497	5.5%
4	2406	5.3%
8	2143	4.7%
9	1887	4.1%
Other values (2)	1669	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	35829	78.4%
Other Punctuation	9899	21.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	10867	30.3%
1	4612	12.9%
2	4270	11.9%
3	2894	8.1%
5	2590	7.2%
6	2497	7.0%
4	2406	6.7%
8	2143	6.0%
9	1887	5.3%
7	1663	4.6%

Other Punctuation

Value	Count	Frequency (%)
.	9893	99.9%
,	6	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	45728	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10867	23.8%
.	9893	21.6%
1	4612	10.1%
2	4270	9.3%
3	2894	6.3%
5	2590	5.7%
6	2497	5.5%
4	2406	5.3%
8	2143	4.7%
9	1887	4.1%
Other values (2)	1669	3.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	45728	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10867	23.8%
.	9893	21.6%
1	4612	10.1%
2	4270	9.3%
3	2894	6.3%
5	2590	5.7%
6	2497	5.5%
4	2406	5.3%
8	2143	4.7%
9	1887	4.1%
Other values (2)	1669	3.6%

X좌표값
Real number (ℝ)

MISSING

Distinct	7153
Distinct (%)	77.1%
Missing	722
Missing (%)	7.2%
Infinite	0
Infinite (%)	0.0%
Mean	198692.55

Minimum	159180.13
Maximum	266733.41
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	159180.13
5-th percentile	178080.24
Q1	183678.94
median	198166.83
Q3	209289.42
95-th percentile	227567.47
Maximum	266733.41
Range	107553.28
Interquartile range (IQR)	25610.479

Descriptive statistics

Standard deviation	16786.443
Coefficient of variation (CV)	0.08448451
Kurtosis	0.89772893
Mean	198692.55
Median Absolute Deviation (MAD)	12805.848
Skewness	0.80288337
Sum	1.8434695 × 10⁹
Variance	2.8178466 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
180730.722437076	8	0.1%
195947.84626811	8	0.1%
185951.938343727	7	0.1%
195810.048374349	7	0.1%
179941.424937517	7	0.1%
186925.564452438	7	0.1%
176353.801746471	7	0.1%
206320.850464476	6	0.1%
181714.901621117	6	0.1%
197015.31502601	6	0.1%
Other values (7143)	9209	92.1%
(Missing)	722	7.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
159180.129229934	1	< 0.1%
160378.976614252	3	< 0.1%
160392.309536583	1	< 0.1%
160618.598966681	1	< 0.1%
161160.740866312	2	< 0.1%
161171.412535154	1	< 0.1%
161240.75631249	1	< 0.1%
161618.799494797	1	< 0.1%
161917.519793858	1	< 0.1%
162576.566449485	1	< 0.1%

Value	Count	Frequency (%)
266733.407897847	1	< 0.1%
266627.30299657	1	< 0.1%
266587.349513246	1	< 0.1%
264532.546815963	1	< 0.1%
262634.99747484	1	< 0.1%
262577.188766855	1	< 0.1%
260813.469532101	1	< 0.1%
260637.803459489	2	< 0.1%
259490.355493884	1	< 0.1%
259469.091276057	1	< 0.1%

Y좌표값
Real number (ℝ)

MISSING

Distinct	7153
Distinct (%)	77.1%
Missing	722
Missing (%)	7.2%
Infinite	0
Infinite (%)	0.0%
Mean	436664.22

Minimum	382416.35
Maximum	560834.91
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	382416.35
5-th percentile	397280.71
Q1	421426.87
median	433074.76
Q3	453029.91
95-th percentile	479264.34
Maximum	560834.91
Range	178418.55
Interquartile range (IQR)	31603.036

Descriptive statistics

Standard deviation	23473.363
Coefficient of variation (CV)	0.053756094
Kurtosis	0.18686641
Mean	436664.22
Median Absolute Deviation (MAD)	12945.485
Skewness	0.35723242
Sum	4.0513707 × 10⁹
Variance	5.5099877 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
437589.567378148	8	0.1%
432032.643605683	8	0.1%
473330.387520199	7	0.1%
432154.019214169	7	0.1%
423939.412851421	7	0.1%
427148.72431247	7	0.1%
419773.994501807	7	0.1%
421996.136703261	6	0.1%
471038.890188745	6	0.1%
422951.507274387	6	0.1%
Other values (7143)	9209	92.1%
(Missing)	722	7.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
382416.354238093	1	< 0.1%
382513.368265218	1	< 0.1%
382799.548510624	1	< 0.1%
383130.51222965	1	< 0.1%
383533.805758803	1	< 0.1%
383633.464517037	2	< 0.1%
383898.714620144	2	< 0.1%
384135.242500725	1	< 0.1%
384141.650276688	1	< 0.1%
384142.49565357	1	< 0.1%

Value	Count	Frequency (%)
560834.907896845	1	< 0.1%
523334.291844218	1	< 0.1%
521396.398574767	1	< 0.1%
520423.423046316	1	< 0.1%
520222.674526876	1	< 0.1%
517429.459807505	1	< 0.1%
517285.042632869	1	< 0.1%
517212.623420392	1	< 0.1%
514608.221195102	1	< 0.1%
514492.92875927	2	< 0.1%

위생업태명
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

일반이용업	9933
이용업 기타	67

Length

Max length	6
Median length	5
Mean length	5.0067
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	일반이용업
2nd row	일반이용업
3rd row	일반이용업
4th row	일반이용업
5th row	일반이용업

Common Values

Value	Count	Frequency (%)
일반이용업	9933	99.3%
이용업 기타	67	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반이용업	9933	98.7%
이용업	67	0.7%
기타	67	0.7%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	21
Distinct (%)	0.3%
Missing	3370
Missing (%)	33.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.2387632

Minimum	0
Maximum	37
Zeros	3979
Zeros (%)	39.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	5
Maximum	37
Range	37
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.1372092
Coefficient of variation (CV)	1.7252766
Kurtosis	20.975237
Mean	1.2387632
Median Absolute Deviation (MAD)	0
Skewness	3.1457473
Sum	8213
Variance	4.567663
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	3979	39.8%
1	707	7.1%
3	576	5.8%
2	531	5.3%
4	363	3.6%
5	210	2.1%
6	92	0.9%
7	43	0.4%
8	37	0.4%
10	27	0.3%
Other values (11)	65	0.7%
(Missing)	3370	33.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3979	39.8%
1	707	7.1%
2	531	5.3%
3	576	5.8%
4	363	3.6%
5	210	2.1%
6	92	0.9%
7	43	0.4%
8	37	0.4%
9	23	0.2%

Value	Count	Frequency (%)
37	1	< 0.1%
22	1	< 0.1%
19	1	< 0.1%
18	1	< 0.1%
17	2	< 0.1%
15	8	0.1%
14	4	< 0.1%
13	6	0.1%
12	6	0.1%
11	12	0.1%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	0.1%
Missing	4067
Missing (%)	40.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.28804989

Minimum	0
Maximum	7
Zeros	4674
Zeros (%)	46.7%
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
Maximum	7
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.68269264
Coefficient of variation (CV)	2.37005
Kurtosis	18.837057
Mean	0.28804989
Median Absolute Deviation (MAD)	0
Skewness	3.6633419
Sum	1709
Variance	0.46606924
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	4674	46.7%
1	1001	10.0%
2	154	1.5%
3	47	0.5%
4	37	0.4%
5	11	0.1%
6	7	0.1%
7	2	< 0.1%
(Missing)	4067	40.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4674	46.7%
1	1001	10.0%
2	154	1.5%
3	47	0.5%
4	37	0.4%
5	11	0.1%
6	7	0.1%
7	2	< 0.1%

Value	Count	Frequency (%)
7	2	< 0.1%
6	7	0.1%
5	11	0.1%
4	37	0.4%
3	47	0.5%
2	154	1.5%
1	1001	10.0%
0	4674	46.7%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	13
Distinct (%)	0.2%
Missing	4492
Missing (%)	44.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.8362382

Minimum	0
Maximum	12
Zeros	2880
Zeros (%)	28.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	12
Range	12
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.3549529
Coefficient of variation (CV)	1.6202954
Kurtosis	12.289569
Mean	0.8362382
Median Absolute Deviation (MAD)	0
Skewness	3.0387952
Sum	4606
Variance	1.8358974
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	2880	28.8%
1	1721	17.2%
2	512	5.1%
3	155	1.6%
5	76	0.8%
4	56	0.6%
6	36	0.4%
7	34	0.3%
8	15	0.1%
9	15	0.1%
Other values (3)	8	0.1%
(Missing)	4492	44.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2880	28.8%
1	1721	17.2%
2	512	5.1%
3	155	1.6%
4	56	0.6%
5	76	0.8%
6	36	0.4%
7	34	0.3%
8	15	0.1%
9	15	0.1%

Value	Count	Frequency (%)
12	1	< 0.1%
11	1	< 0.1%
10	6	0.1%
9	15	0.1%
8	15	0.1%
7	34	0.3%
6	36	0.4%
5	76	0.8%
4	56	0.6%
3	155	1.6%

사용끝지상층
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	14
Distinct (%)	0.4%
Missing	6078
Missing (%)	60.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.1351351

Minimum	0
Maximum	101
Zeros	1437
Zeros (%)	14.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	4
Maximum	101
Range	101
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.1575522
Coefficient of variation (CV)	1.9007007
Kurtosis	1171.9612
Mean	1.1351351
Median Absolute Deviation (MAD)	1
Skewness	26.111252
Sum	4452
Variance	4.6550315
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
1	1618	16.2%
0	1437	14.4%
2	492	4.9%
3	152	1.5%
5	66	0.7%
4	53	0.5%
6	35	0.4%
7	33	0.3%
9	15	0.1%
8	14	0.1%
Other values (4)	7	0.1%
(Missing)	6078	60.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1437	14.4%
1	1618	16.2%
2	492	4.9%
3	152	1.5%
4	53	0.5%
5	66	0.7%
6	35	0.4%
7	33	0.3%
8	14	0.1%
9	15	0.1%

Value	Count	Frequency (%)
101	1	< 0.1%
12	1	< 0.1%
11	1	< 0.1%
10	4	< 0.1%
9	15	0.1%
8	14	0.1%
7	33	0.3%
6	35	0.4%
5	66	0.7%
4	53	0.5%

사용시작지하층
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	5553
0	3851
1	548
2	44
3	3

Length

Max length	4
Median length	4
Mean length	2.6659
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	0
3rd row	<NA>
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	5553	55.5%
0	3851	38.5%
1	548	5.5%
2	44	0.4%
3	3	< 0.1%
6	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5553	55.5%
0	3851	38.5%
1	548	5.5%
2	44	0.4%
3	3	< 0.1%
6	1	< 0.1%

사용끝지하층
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	7248
0	2158
1	548
2	41
3	4

Length

Max length	4
Median length	4
Mean length	3.1744
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	0
3rd row	<NA>
4th row	<NA>
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	7248	72.5%
0	2158	21.6%
1	548	5.5%
2	41	0.4%
3	4	< 0.1%
6	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7248	72.5%
0	2158	21.6%
1	548	5.5%
2	41	0.4%
3	4	< 0.1%
6	1	< 0.1%

한실수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

0	5258
<NA>	4742

Length

Max length	4
Median length	1
Mean length	2.4226
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	0
3rd row	<NA>
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	5258	52.6%
<NA>	4742	47.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5258	52.6%
na	4742	47.4%

양실수
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

0	5258
<NA>	4741
48	1

Length

Max length	4
Median length	1
Mean length	2.4224
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	0
3rd row	<NA>
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	5258	52.6%
<NA>	4741	47.4%
48	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5258	52.6%
na	4741	47.4%
48	1	< 0.1%

욕실수
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

0	5258
<NA>	4738
2	3
4	1

Length

Max length	4
Median length	1
Mean length	2.4214
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	0
3rd row	<NA>
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	5258	52.6%
<NA>	4738	47.4%
2	3	< 0.1%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5258	52.6%
na	4738	47.4%
2	3	< 0.1%
4	1	< 0.1%

발한실여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	170
Missing (%)	1.7%
Memory size	97.7 KiB

False	9828
True	2
(Missing)	170

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9828	98.3%
True	2	< 0.1%
(Missing)	170	1.7%

의자수
Real number (ℝ)

MISSING ZEROS

Distinct	20
Distinct (%)	0.2%
Missing	1418
Missing (%)	14.2%
Infinite	0
Infinite (%)	0.0%
Mean	3.1714053

Minimum	0
Maximum	32
Zeros	1120
Zeros (%)	11.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3
Q3	4
95-th percentile	8
Maximum	32
Range	32
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.3874468
Coefficient of variation (CV)	0.75280409
Kurtosis	6.9341644
Mean	3.1714053
Median Absolute Deviation (MAD)	1
Skewness	1.6753031
Sum	27217
Variance	5.6999024
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
3	2637	26.4%
2	2046	20.5%
0	1120	11.2%
4	1088	10.9%
5	330	3.3%
1	261	2.6%
7	243	2.4%
6	229	2.3%
8	212	2.1%
9	198	2.0%
Other values (10)	218	2.2%
(Missing)	1418	14.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1120	11.2%
1	261	2.6%
2	2046	20.5%
3	2637	26.4%
4	1088	10.9%
5	330	3.3%
6	229	2.3%
7	243	2.4%
8	212	2.1%
9	198	2.0%

Value	Count	Frequency (%)
32	1	< 0.1%
31	1	< 0.1%
20	1	< 0.1%
18	1	< 0.1%
15	4	< 0.1%
14	4	< 0.1%
13	8	0.1%
12	26	0.3%
11	45	0.4%
10	127	1.3%

조건부허가신고사유
Text

MISSING

Distinct	6
Distinct (%)	100.0%
Missing	9994
Missing (%)	99.9%
Memory size	156.2 KiB

Length

Max length	39
Median length	25.5
Mean length	24.166667
Min length	8

Characters and Unicode

Total characters	145
Distinct characters	70
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	6 ?
Unique (%)	100.0%

Sample

1st row	외국국적동포 국내거소신고증 체류기간
2nd row	공유재산 사용허가 총 계약기간:2020.10.05.~2023.10.04
3rd row	영주증 유효기간
4th row	공중위생법시행규칙 시행시 시설기준에 적합하게 시설을 개선 하실것
5th row	6개월 이내에 위생교육

Value	Count	Frequency (%)
외국국적동포	1	3.8%
국내거소신고증	1	3.8%
6개월이내	1	3.8%
의거	1	3.8%
규정에	1	3.8%
제2항의	1	3.8%
제17조	1	3.8%
공중위생법	1	3.8%
위생교육	1	3.8%
이내에	1	3.8%
Other values (16)	16	61.5%

Most occurring characters

Value	Count	Frequency (%)
	20	13.8%
0	7	4.8%
2	5	3.4%
시	5	3.4%
.	5	3.4%
기	4	2.8%
국	3	2.1%
에	3	2.1%
공	3	2.1%
간	3	2.1%
Other values (60)	87	60.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	97	66.9%
Decimal Number	21	14.5%
Space Separator	20	13.8%
Other Punctuation	6	4.1%
Math Symbol	1	0.7%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	5	5.2%
기	4	4.1%
국	3	3.1%
에	3	3.1%
공	3	3.1%
간	3	3.1%
개	3	3.1%
위	3	3.1%
생	3	3.1%
내	3	3.1%
Other values (48)	64	66.0%

Decimal Number

Value	Count	Frequency (%)
0	7	33.3%
2	5	23.8%
1	3	14.3%
6	2	9.5%
7	1	4.8%
4	1	4.8%
5	1	4.8%
3	1	4.8%

Other Punctuation

Value	Count	Frequency (%)
.	5	83.3%
:	1	16.7%

Space Separator

Value	Count	Frequency (%)
	20	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	97	66.9%
Common	48	33.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	5	5.2%
기	4	4.1%
국	3	3.1%
에	3	3.1%
공	3	3.1%
간	3	3.1%
개	3	3.1%
위	3	3.1%
생	3	3.1%
내	3	3.1%
Other values (48)	64	66.0%

Common

Value	Count	Frequency (%)
	20	41.7%
0	7	14.6%
2	5	10.4%
.	5	10.4%
1	3	6.2%
6	2	4.2%
7	1	2.1%
4	1	2.1%
:	1	2.1%
5	1	2.1%
Other values (2)	2	4.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	97	66.9%
ASCII	48	33.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	20	41.7%
0	7	14.6%
2	5	10.4%
.	5	10.4%
1	3	6.2%
6	2	4.2%
7	1	2.1%
4	1	2.1%
:	1	2.1%
5	1	2.1%
Other values (2)	2	4.2%

Hangul

Value	Count	Frequency (%)
시	5	5.2%
기	4	4.1%
국	3	3.1%
에	3	3.1%
공	3	3.1%
간	3	3.1%
개	3	3.1%
위	3	3.1%
생	3	3.1%
내	3	3.1%
Other values (48)	64	66.0%

조건부허가시작일자
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9995
20210106	1
20191005	1
20190812	1
20070411	1

Length

Max length	8
Median length	4
Mean length	4.002
Min length	4

Unique

Unique	5 ?
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>	9995	> 99.9%
20210106	1	< 0.1%
20191005	1	< 0.1%
20190812	1	< 0.1%
20070411	1	< 0.1%
20050620	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9995	> 99.9%
20210106	1	< 0.1%
20191005	1	< 0.1%
20190812	1	< 0.1%
20070411	1	< 0.1%
20050620	1	< 0.1%

조건부허가종료일자
Real number (ℝ)

MISSING

Distinct	8
Distinct (%)	100.0%
Missing	9992
Missing (%)	99.9%
Infinite	0
Infinite (%)	0.0%
Mean	20131979

Minimum	20050404
Maximum	20281022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20050404
5-th percentile	20050690
Q1	20058051
median	20070715
Q3	20233358
95-th percentile	20266812
Maximum	20281022
Range	230618
Interquartile range (IQR)	175307.5

Descriptive statistics

Standard deviation	99711.544
Coefficient of variation (CV)	0.0049528934
Kurtosis	-1.8850348
Mean	20131979
Median Absolute Deviation (MAD)	19903
Skewness	0.70318497
Sum	1.6105583 × 10⁸
Variance	9.942392 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
20240422	1	< 0.1%
20231004	1	< 0.1%
20070419	1	< 0.1%
20281022	1	< 0.1%
20060328	1	< 0.1%
20071011	1	< 0.1%
20051220	1	< 0.1%
20050404	1	< 0.1%
(Missing)	9992	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20050404	1	< 0.1%
20051220	1	< 0.1%
20060328	1	< 0.1%
20070419	1	< 0.1%
20071011	1	< 0.1%
20231004	1	< 0.1%
20240422	1	< 0.1%
20281022	1	< 0.1%

Value	Count	Frequency (%)
20281022	1	< 0.1%
20240422	1	< 0.1%
20231004	1	< 0.1%
20071011	1	< 0.1%
20070419	1	< 0.1%
20060328	1	< 0.1%
20051220	1	< 0.1%
20050404	1	< 0.1%

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	8199
임대	1707
자가	94

Length

Max length	4
Median length	4
Mean length	3.6398
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	8199	82.0%
임대	1707	17.1%
자가	94	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8199	82.0%
임대	1707	17.1%
자가	94	0.9%

세탁기수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	6496
0	3504

Length

Max length	4
Median length	4
Mean length	2.9488
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	0
3rd row	<NA>
4th row	<NA>
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	6496	65.0%
0	3504	35.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6496	65.0%
0	3504	35.0%

여성종사자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	8190
0	1765
1	44
2	1

Length

Max length	4
Median length	4
Mean length	3.457
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	8190	81.9%
0	1765	17.6%
1	44	0.4%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8190	81.9%
0	1765	17.6%
1	44	0.4%
2	1	< 0.1%

남성종사자수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	8129
0	1705
1	161
2	4
4	1

Length

Max length	4
Median length	4
Mean length	3.4387
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	8129	81.3%
0	1705	17.1%
1	161	1.6%
2	4	< 0.1%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8129	81.3%
0	1705	17.1%
1	161	1.6%
2	4	< 0.1%
4	1	< 0.1%

회수건조수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	6808
0	3192

Length

Max length	4
Median length	4
Mean length	3.0424
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	0
3rd row	<NA>
4th row	<NA>
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	6808	68.1%
0	3192	31.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6808	68.1%
0	3192	31.9%

침대수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	6842
0	3149
1	7
3	1
4	1

Length

Max length	4
Median length	4
Mean length	3.0526
Min length	1

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	0
3rd row	<NA>
4th row	<NA>
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	6842	68.4%
0	3149	31.5%
1	7	0.1%
3	1	< 0.1%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6842	68.4%
0	3149	31.5%
1	7	0.1%
3	1	< 0.1%
4	1	< 0.1%

다중이용업소여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

False	9995
True	5

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9995	> 99.9%
True	5	0.1%

First rows
Last rows

	시군명	사업장명	영업상태	인허가일자	도로명주소	지번주소	우편번호	전화번호	WGS84위도	WGS84경도	인허가취소일자	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지면적	X좌표값	Y좌표값	위생업태명	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	의자수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
7257	안성시	신신이용원	영업	20030403	경기도 안성시 개내교1길 7 (신건지동)	경기도 안성시 신건지동 3-14번지	17573	031 6756769	37.013775	127.253767	<NA>	<NA>	<NA>	<NA>	<NA>	33.00	222516.448548	390273.920999	일반이용업	1	<NA>	<NA>	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	4	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
10313	파주시	원앙	폐업	19870630	<NA>	경기도 파주시 문산읍 문산리 10-0번지	10824	9529719	<NA>	<NA>	<NA>	20190228	<NA>	<NA>	<NA>	14.00	<NA>	<NA>	일반이용업	0	0	0	0	0	0	0	0	0	N	3	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	0	N
9019	용인시	쉼터이용원	폐업	20061127	경기도 용인시 처인구 백암면 백암로 191 2층 (백암리)	경기도 용인시 처인구 백암면 백암리 470-5번지 2층	17178	<NA>	37.163922	127.375415	<NA>	20090715	<NA>	<NA>	<NA>	154.11	233277.657081	406974.148544	일반이용업	5	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	8	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
5443	수원시	청솔이용원	폐업	19990628	<NA>	경기도 수원시 팔달구 화서동 184-36	16442	<NA>	37.276623	126.999454	<NA>	20100415	<NA>	<NA>	<NA>	20.89	199884.115191	419415.451652	일반이용업	0	0	0	<NA>	0	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
8374	양평군	협동이용원	폐업	1976-06-30	<NA>	경기도 양평군 용문면 다문리 716-9	12521	031 7733865	<NA>	<NA>	<NA>	2023-04-21	<NA>	<NA>	<NA>	15.20	<NA>	<NA>	일반이용업	1	0	1	1	0	0	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
7260	안성시	신호수이용원	폐업	20040207	경기도 안성시 장기로 52 462-1 (인지동)	경기도 안성시 인지동 419-2번지 462-1	17583	<NA>	37.004498	127.268353	<NA>	20040805	<NA>	<NA>	<NA>	462.35	223818.300324	389248.788076	일반이용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	4	N	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
4739	수원시	르네상스	폐업	20110425	경기도 수원시 장안구 창훈로66번길 11-3	경기도 수원시 장안구 연무동 21 유천프라자 109호	16214	<NA>	37.297932	127.028456	<NA>	20110630	<NA>	<NA>	<NA>	22.50	202452.472243	421775.195313	일반이용업	0	0	<NA>	<NA>	<NA>	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
5015	수원시	소강당이용원	폐업	20080901	경기도 수원시 팔달구 팔달문로 89	경기도 수원시 팔달구 지동 138-85	16244	<NA>	37.280833	127.026126	<NA>	20090402	<NA>	<NA>	<NA>	6.72	202243.936348	419874.105913	일반이용업	0	0	3	3	0	0	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	N
11389	화성시	모어댄 바버샵	영업	20200925	경기도 화성시 동탄기흥로247번길 9-18, 1층 일부호 (방교동)	경기도 화성시 방교동 769-1	18487	<NA>	37.182054	127.090553	<NA>	<NA>	<NA>	<NA>	<NA>	53.00	207971.967273	408914.506985	일반이용업	0	0	1	1	0	0	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
2248	남양주시	은항아리(호수이용실)	폐업	20150109	경기도 남양주시 오남읍 팔현로 75 (지층)	경기도 남양주시 오남읍 오남리 30-5번지 지층	12037	<NA>	37.694131	127.221222	<NA>	20161128	<NA>	<NA>	<NA>	10.00	219447.757608	465777.346553	일반이용업	0	0	<NA>	<NA>	1	1	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N

	시군명	사업장명	영업상태	인허가일자	도로명주소	지번주소	우편번호	전화번호	WGS84위도	WGS84경도	인허가취소일자	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지면적	X좌표값	Y좌표값	위생업태명	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	의자수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
1650	군포시	레드폴바버샵 AK금정점	폐업	2023-07-07	경기도 군포시 엘에스로 143, 4001일부호 (금정동, 힐스테이트 금정역)	경기도 군포시 금정동 916 힐스테이트 금정역 4001일부호	15809	031 427 8672	37.372844	126.944851	<NA>	2023-11-01	<NA>	<NA>	<NA>	62.37	195045.840186	430029.875659	일반이용업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
930	과천시	동성목욕탕이발소	폐업	20080225	경기도 과천시 새술막길 36 지하1층 동성목욕탕내 (중앙동,동성빌딩)	경기도 과천시 중앙동 40-4번지 동성빌딩 지하 1층 동성목욕탕내	13807	02 502 9055	37.429047	126.991143	<NA>	20090817	<NA>	<NA>	<NA>	16.00	199151.360494	436333.419637	일반이용업	0	0	<NA>	<NA>	1	1	0	0	0	<NA>	0	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	<NA>	<NA>	N
6815	안산시	양지이용원	폐업	20160617	경기도 안산시 상록구 샘골로 180 (본오동, 지하1층B03호)	경기도 안산시 상록구 본오동 872-6번지 지하1층B03호	15538	<NA>	37.299787	126.863488	<NA>	20181129	<NA>	<NA>	<NA>	189.48	187831.459842	421996.136703	일반이용업	0	0	<NA>	<NA>	<NA>	<NA>	0	0	0	N	9	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
10	가평군	동네이용원	폐업	19971014	경기도 가평군 가평읍 중촌로 10	경기도 가평군 가평읍 읍내리 613번지	12414	031 5826930	37.832929	127.509215	<NA>	20130617	<NA>	<NA>	<NA>	.00	244763.190486	481280.12552	일반이용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
5056	수원시	수원탕이용원	폐업	19970124	경기도 수원시 권선구 권선로699번길 24-20	경기도 수원시 권선구 권선동 1016-5	16571	031 2346688	37.259635	127.029135	<NA>	20090720	<NA>	<NA>	<NA>	13.20	202519.811392	417519.983442	일반이용업	3	1	2	2	0	0	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	N
6500	안산시	맘모스목욕탕(이발관)	폐업	20031016	<NA>	경기도 안산시 단원구 원곡동 841번지 소천상가시장 401호	<NA>	<NA>	37.32487	126.799718	<NA>	20040110	<NA>	<NA>	<NA>	12.98	182182.375704	424791.104821	일반이용업	5	<NA>	4	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
5807	시흥시	대영사우나 내 이발소	폐업	20080529	경기도 시흥시 삼미시장3길 20-1 대영사우나 내 (신천동)	경기도 시흥시 신천동 739-12번지 대영사우나 내	14948	<NA>	37.44016	126.782999	<NA>	20100607	<NA>	<NA>	<NA>	8.74	180730.722437	437589.567378	일반이용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
7037	안산시	초원이발관	폐업	20050119	<NA>	경기도 안산시 단원구 초지동 738번지 그린빌18단지 제가상가동 204호	15451	<NA>	37.305172	126.809832	<NA>	20061009	<NA>	<NA>	<NA>	30.06	183073.539918	422601.035448	일반이용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	4	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
705	고양시	청록	폐업	19971010	경기도 고양시 일산서구 일산로 549 번지 (일산동)	경기도 고양시 일산서구 일산동 1085번지 번지	10375	031 9220776	37.677628	126.76685	<NA>	19990512	<NA>	<NA>	<NA>	93.46	179367.774779	463949.860014	일반이용업	0	0	0	<NA>	0	<NA>	0	0	0	N	10	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
9818	의정부시	태후사랑	폐업	20140207	경기도 의정부시 가능로 88, 1층 (의정부동)	경기도 의정부시 의정부동 407-1번지	11663	0318554171	37.746592	127.040767	<NA>	20160504	<NA>	<NA>	<NA>	36.00	203529.800846	471579.301105	일반이용업	0	0	1	<NA>	<NA>	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Open Punctuation

Close Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Han

Most occurring blocks

Most frequent character per block

Hangul

ASCII

CJK

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Math Symbol

Letter Number

Close Punctuation

Open Punctuation

Space Separator

Dash Punctuation

Connector Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Han

Most occurring blocks

Most frequent character per block

ASCII

Hangul

CJK

Number Forms

Math Operators

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Letter Number

Open Punctuation