gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	519
Missing cells	6455
Missing cells (%)	26.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	204.9 KiB
Average record size in memory	404.3 B

Variable types

Categorical	16
Text	7
DateTime	4
Unsupported	7
Numeric	11
Boolean	2

Dataset

Description	개방자치단체코드,관리번호,인허가일자,인허가취소일자,영업상태코드,영업상태명,상세영업상태코드,상세영업상태명,폐업일자,휴업시작일자,휴업종료일자,재개업일자,전화번호,소재지면적,소재지우편번호,지번주소,도로명주소,도로명우편번호,사업장명,최종수정일자,데이터갱신구분,데이터갱신일자,업태구분명,좌표정보(X),좌표정보(Y),위생업태명,건물지상층수,건물지하층수,사용시작지상층,사용끝지상층,사용시작지하층,사용끝지하층,한실수,양실수,욕실수,발한실여부,좌석수,조건부허가신고사유,조건부허가시작일자,조건부허가종료일자,건물소유구분명,세탁기수,여성종사자수,남성종사자수,회수건조수,침대수,다중이용업소여부
Author	종로구
URL	https://data.seoul.go.kr/dataList/OA-17427/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`건물소유구분명` is highly imbalanced (72.2%)	Imbalance
`여성종사자수` is highly imbalanced (83.3%)	Imbalance
`남성종사자수` is highly imbalanced (82.9%)	Imbalance
`다중이용업소여부` is highly imbalanced (95.3%)	Imbalance
`인허가취소일자` has 519 (100.0%) missing values	Missing
`폐업일자` has 235 (45.3%) missing values	Missing
`휴업시작일자` has 519 (100.0%) missing values	Missing
`휴업종료일자` has 519 (100.0%) missing values	Missing
`재개업일자` has 519 (100.0%) missing values	Missing
`전화번호` has 52 (10.0%) missing values	Missing
`도로명주소` has 203 (39.1%) missing values	Missing
`도로명우편번호` has 210 (40.5%) missing values	Missing
`좌표정보(X)` has 43 (8.3%) missing values	Missing
`좌표정보(Y)` has 43 (8.3%) missing values	Missing
`건물지상층수` has 230 (44.3%) missing values	Missing
`건물지하층수` has 253 (48.7%) missing values	Missing
`사용시작지상층` has 229 (44.1%) missing values	Missing
`사용끝지상층` has 253 (48.7%) missing values	Missing
`한실수` has 153 (29.5%) missing values	Missing
`양실수` has 214 (41.2%) missing values	Missing
`욕실수` has 169 (32.6%) missing values	Missing
`발한실여부` has 138 (26.6%) missing values	Missing
`좌석수` has 249 (48.0%) missing values	Missing
`조건부허가신고사유` has 519 (100.0%) missing values	Missing
`조건부허가시작일자` has 519 (100.0%) missing values	Missing
`조건부허가종료일자` has 519 (100.0%) missing values	Missing
`다중이용업소여부` has 138 (26.6%) missing values	Missing
`관리번호` has unique values	Unique
`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
`조건부허가신고사유` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`조건부허가시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`조건부허가종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`건물지상층수` has 212 (40.8%) zeros	Zeros
`건물지하층수` has 231 (44.5%) zeros	Zeros
`사용시작지상층` has 186 (35.8%) zeros	Zeros
`사용끝지상층` has 23 (4.4%) zeros	Zeros
`한실수` has 75 (14.5%) zeros	Zeros
`양실수` has 127 (24.5%) zeros	Zeros
`욕실수` has 88 (17.0%) zeros	Zeros
`좌석수` has 230 (44.3%) zeros	Zeros

Reproduction

Analysis started	2024-04-29 19:18:04.697062
Analysis finished	2024-04-29 19:18:05.718384
Duration	1.02 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

3000000	519

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3000000
2nd row	3000000
3rd row	3000000
4th row	3000000
5th row	3000000

Common Values

Value	Count	Frequency (%)
3000000	519	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3000000	519	100.0%

관리번호
Text

UNIQUE

Distinct	519
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	11418
Distinct characters	11
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	519 ?
Unique (%)	100.0%

Sample

1st row	3000000-201-1960-00148
2nd row	3000000-201-1960-00266
3rd row	3000000-201-1960-00287
4th row	3000000-201-1961-00259
5th row	3000000-201-1963-00210

Value	Count	Frequency (%)
3000000-201-1960-00148	1	0.2%
3000000-201-2002-00010	1	0.2%
3000000-201-1993-00223	1	0.2%
3000000-201-1993-00221	1	0.2%
3000000-201-1993-00213	1	0.2%
3000000-201-1993-00204	1	0.2%
3000000-201-1993-00203	1	0.2%
3000000-201-1993-00202	1	0.2%
3000000-201-1993-00194	1	0.2%
3000000-201-1993-00189	1	0.2%
Other values (509)	509	98.1%

Most occurring characters

Value	Count	Frequency (%)
0	5331	46.7%
-	1557	13.6%
1	1217	10.7%
2	958	8.4%
3	777	6.8%
9	527	4.6%
8	324	2.8%
7	227	2.0%
6	199	1.7%
4	161	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9861	86.4%
Dash Punctuation	1557	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5331	54.1%
1	1217	12.3%
2	958	9.7%
3	777	7.9%
9	527	5.3%
8	324	3.3%
7	227	2.3%
6	199	2.0%
4	161	1.6%
5	140	1.4%

Dash Punctuation

Value	Count	Frequency (%)
-	1557	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	11418	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5331	46.7%
-	1557	13.6%
1	1217	10.7%
2	958	8.4%
3	777	6.8%
9	527	4.6%
8	324	2.8%
7	227	2.0%
6	199	1.7%
4	161	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11418	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5331	46.7%
-	1557	13.6%
1	1217	10.7%
2	958	8.4%
3	777	6.8%
9	527	4.6%
8	324	2.8%
7	227	2.0%
6	199	1.7%
4	161	1.4%

인허가일자
Date

Distinct	468
Distinct (%)	90.2%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

Minimum	1960-12-19 00:00:00
Maximum	2024-03-25 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	519
Missing (%)	100.0%
Memory size	4.7 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

3	284
1	235

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	284	54.7%
1	235	45.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	284	54.7%
1	235	45.3%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

폐업	284
영업/정상	235

Length

Max length	5
Median length	2
Mean length	3.3583815
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	284	54.7%
영업/정상	235	45.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	284	54.7%
영업/정상	235	45.3%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

2	284
1	235

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	284	54.7%
1	235	45.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	284	54.7%
1	235	45.3%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

폐업	284
영업	235

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	284	54.7%
영업	235	45.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	284	54.7%
영업	235	45.3%

폐업일자
Date

MISSING

Distinct	242
Distinct (%)	85.2%
Missing	235
Missing (%)	45.3%
Memory size	4.2 KiB

Minimum	1989-07-31 00:00:00
Maximum	2024-03-04 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	519
Missing (%)	100.0%
Memory size	4.7 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	519
Missing (%)	100.0%
Memory size	4.7 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	519
Missing (%)	100.0%
Memory size	4.7 KiB

전화번호
Text

MISSING

Distinct	391
Distinct (%)	83.7%
Missing	52
Missing (%)	10.0%
Memory size	4.2 KiB

Length

Max length	12
Median length	10
Mean length	10.036403
Min length	2

Characters and Unicode

Total characters	4687
Distinct characters	11
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	378 ?
Unique (%)	80.9%

Sample

1st row	0207635635
2nd row	02 7645537
3rd row	0200000000
4th row	02 7640550
5th row	0264595113

Value	Count	Frequency (%)
02	341	40.4%
0200000000	26	3.1%
00000	25	3.0%
0	15	1.8%
070	7	0.8%
742	5	0.6%
744	4	0.5%
765	4	0.5%
722	3	0.4%
7662121	3	0.4%
Other values (401)	411	48.7%

Most occurring characters

Value	Count	Frequency (%)
0	1059	22.6%
2	843	18.0%
	500	10.7%
7	497	10.6%
3	365	7.8%
6	339	7.2%
4	262	5.6%
5	256	5.5%
1	217	4.6%
8	188	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4187	89.3%
Space Separator	500	10.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1059	25.3%
2	843	20.1%
7	497	11.9%
3	365	8.7%
6	339	8.1%
4	262	6.3%
5	256	6.1%
1	217	5.2%
8	188	4.5%
9	161	3.8%

Space Separator

Value	Count	Frequency (%)
	500	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4687	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1059	22.6%
2	843	18.0%
	500	10.7%
7	497	10.6%
3	365	7.8%
6	339	7.2%
4	262	5.6%
5	256	5.5%
1	217	4.6%
8	188	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4687	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1059	22.6%
2	843	18.0%
	500	10.7%
7	497	10.6%
3	365	7.8%
6	339	7.2%
4	262	5.6%
5	256	5.5%
1	217	4.6%
8	188	4.0%

소재지면적
Text

Distinct	488
Distinct (%)	94.0%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

Length

Max length	9
Median length	6
Mean length	5.9576108
Min length	3

Characters and Unicode

Total characters	3092
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	473 ?
Unique (%)	91.1%

Sample

1st row	99.17
2nd row	91.17
3rd row	64.93
4th row	89.19
5th row	82.64

Value	Count	Frequency (%)
00	16	3.1%
42.98	3	0.6%
259.27	3	0.6%
170.18	2	0.4%
436.00	2	0.4%
653.16	2	0.4%
200.00	2	0.4%
234.71	2	0.4%
721.71	2	0.4%
260.56	2	0.4%
Other values (478)	483	93.1%

Most occurring characters

Value	Count	Frequency (%)
.	519	16.8%
0	313	10.1%
1	305	9.9%
2	286	9.2%
4	265	8.6%
3	256	8.3%
5	246	8.0%
8	224	7.2%
7	216	7.0%
6	211	6.8%
Other values (2)	251	8.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2520	81.5%
Other Punctuation	572	18.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	313	12.4%
1	305	12.1%
2	286	11.3%
4	265	10.5%
3	256	10.2%
5	246	9.8%
8	224	8.9%
7	216	8.6%
6	211	8.4%
9	198	7.9%

Other Punctuation

Value	Count	Frequency (%)
.	519	90.7%
,	53	9.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	3092	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	519	16.8%
0	313	10.1%
1	305	9.9%
2	286	9.2%
4	265	8.6%
3	256	8.3%
5	246	8.0%
8	224	7.2%
7	216	7.0%
6	211	6.8%
Other values (2)	251	8.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3092	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	519	16.8%
0	313	10.1%
1	305	9.9%
2	286	9.2%
4	265	8.6%
3	256	8.3%
5	246	8.0%
8	224	7.2%
7	216	7.0%
6	211	6.8%
Other values (2)	251	8.1%

소재지우편번호
Text

Distinct	106
Distinct (%)	20.6%
Missing	5
Missing (%)	1.0%
Memory size	4.2 KiB

Length

Max length	7
Median length	6
Mean length	6.2159533
Min length	6

Characters and Unicode

Total characters	3195
Distinct characters	11
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	32 ?
Unique (%)	6.2%

Sample

1st row	110840
2nd row	120-855
3rd row	110290
4th row	110126
5th row	110540

Value	Count	Frequency (%)
110320	47	9.1%
110842	29	5.6%
110130	22	4.3%
110420	18	3.5%
110813	18	3.5%
110340	18	3.5%
110826	16	3.1%
110-111	16	3.1%
110-320	15	2.9%
110841	15	2.9%
Other values (96)	300	58.4%

Most occurring characters

Value	Count	Frequency (%)
1	1212	37.9%
0	828	25.9%
2	237	7.4%
8	225	7.0%
3	178	5.6%
4	174	5.4%
-	111	3.5%
5	85	2.7%
6	69	2.2%
7	44	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3084	96.5%
Dash Punctuation	111	3.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1212	39.3%
0	828	26.8%
2	237	7.7%
8	225	7.3%
3	178	5.8%
4	174	5.6%
5	85	2.8%
6	69	2.2%
7	44	1.4%
9	32	1.0%

Dash Punctuation

Value	Count	Frequency (%)
-	111	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3195	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1212	37.9%
0	828	25.9%
2	237	7.4%
8	225	7.0%
3	178	5.6%
4	174	5.4%
-	111	3.5%
5	85	2.7%
6	69	2.2%
7	44	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3195	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1212	37.9%
0	828	25.9%
2	237	7.4%
8	225	7.0%
3	178	5.6%
4	174	5.4%
-	111	3.5%
5	85	2.7%
6	69	2.2%
7	44	1.4%

지번주소
Text

Distinct	505
Distinct (%)	98.2%
Missing	5
Missing (%)	1.0%
Memory size	4.2 KiB

Length

Max length	40
Median length	33
Mean length	20.900778
Min length	16

Characters and Unicode

Total characters	10743
Distinct characters	164
Distinct categories	9 ?
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	496 ?
Unique (%)	96.5%

Sample

1st row	서울특별시 종로구 창신동 148-1번지
2nd row	서울특별시 종로구 창신동 687-20
3rd row	서울특별시 종로구 인사동 153-2번지
4th row	서울특별시 종로구 종로6가 112-0번지
5th row	서울특별시 종로구 창신동 581-8번지

Value	Count	Frequency (%)
서울특별시	514	24.4%
종로구	514	24.4%
숭인동	71	3.4%
창신동	68	3.2%
낙원동	62	2.9%
관철동	28	1.3%
관수동	22	1.0%
익선동	22	1.0%
청진동	22	1.0%
무악동	21	1.0%
Other values (563)	766	36.3%

Most occurring characters

Value	Count	Frequency (%)
	1975	18.4%
로	543	5.1%
종	542	5.0%
구	519	4.8%
서	516	4.8%
울	516	4.8%
시	515	4.8%
특	514	4.8%
별	514	4.8%
동	480	4.5%
Other values (154)	4109	38.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6504	60.5%
Space Separator	1975	18.4%
Decimal Number	1879	17.5%
Dash Punctuation	345	3.2%
Uppercase Letter	13	0.1%
Lowercase Letter	9	0.1%
Other Punctuation	8	0.1%
Close Punctuation	5	< 0.1%
Open Punctuation	5	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
로	543	8.3%
종	542	8.3%
구	519	8.0%
서	516	7.9%
울	516	7.9%
시	515	7.9%
특	514	7.9%
별	514	7.9%
동	480	7.4%
지	347	5.3%
Other values (120)	1498	23.0%

Uppercase Letter

Value	Count	Frequency (%)
M	2	15.4%
L	2	15.4%
Y	1	7.7%
E	1	7.7%
T	1	7.7%
G	1	7.7%
U	1	7.7%
C	1	7.7%
K	1	7.7%
H	1	7.7%

Decimal Number

Value	Count	Frequency (%)
1	436	23.2%
2	260	13.8%
4	211	11.2%
3	189	10.1%
5	165	8.8%
6	149	7.9%
0	146	7.8%
9	115	6.1%
8	106	5.6%
7	102	5.4%

Lowercase Letter

Value	Count	Frequency (%)
e	2	22.2%
l	2	22.2%
g	1	11.1%
u	1	11.1%
h	1	11.1%
o	1	11.1%
t	1	11.1%

Other Punctuation

Value	Count	Frequency (%)
,	7	87.5%
&	1	12.5%

Space Separator

Value	Count	Frequency (%)
	1975	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	345	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	5	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6504	60.5%
Common	4217	39.3%
Latin	22	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
로	543	8.3%
종	542	8.3%
구	519	8.0%
서	516	7.9%
울	516	7.9%
시	515	7.9%
특	514	7.9%
별	514	7.9%
동	480	7.4%
지	347	5.3%
Other values (120)	1498	23.0%

Latin

Value	Count	Frequency (%)
e	2	9.1%
M	2	9.1%
L	2	9.1%
l	2	9.1%
Y	1	4.5%
E	1	4.5%
T	1	4.5%
G	1	4.5%
g	1	4.5%
u	1	4.5%
Other values (8)	8	36.4%

Common

Value	Count	Frequency (%)
	1975	46.8%
1	436	10.3%
-	345	8.2%
2	260	6.2%
4	211	5.0%
3	189	4.5%
5	165	3.9%
6	149	3.5%
0	146	3.5%
9	115	2.7%
Other values (6)	226	5.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6504	60.5%
ASCII	4239	39.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1975	46.6%
1	436	10.3%
-	345	8.1%
2	260	6.1%
4	211	5.0%
3	189	4.5%
5	165	3.9%
6	149	3.5%
0	146	3.4%
9	115	2.7%
Other values (24)	248	5.9%

Hangul

Value	Count	Frequency (%)
로	543	8.3%
종	542	8.3%
구	519	8.0%
서	516	7.9%
울	516	7.9%
시	515	7.9%
특	514	7.9%
별	514	7.9%
동	480	7.4%
지	347	5.3%
Other values (120)	1498	23.0%

도로명주소
Text

MISSING

Distinct	303
Distinct (%)	95.9%
Missing	203
Missing (%)	39.1%
Memory size	4.2 KiB

Length

Max length	59
Median length	41
Mean length	26.579114
Min length	22

Characters and Unicode

Total characters	8399
Distinct characters	180
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	291 ?
Unique (%)	92.1%

Sample

1st row	서울특별시 종로구 창신길 9-8 (창신동)
2nd row	서울특별시 종로구 창신길 28-7 (창신동)
3rd row	서울특별시 종로구 보문로7길 5-1 (숭인동)
4th row	서울특별시 종로구 수표로 89-8 (관수동)
5th row	서울특별시 종로구 창신1길 6 (창신동)

Value	Count	Frequency (%)
서울특별시	316	19.1%
종로구	316	19.1%
숭인동	49	3.0%
창신동	38	2.3%
낙원동	36	2.2%
관철동	25	1.5%
익선동	19	1.2%
수표로22길	16	1.0%
관수동	16	1.0%
난계로29길	14	0.8%
Other values (394)	806	48.8%

Most occurring characters

Value	Count	Frequency (%)
	1335	15.9%
로	627	7.5%
종	420	5.0%
(	321	3.8%
)	321	3.8%
구	320	3.8%
서	318	3.8%
울	318	3.8%
시	317	3.8%
별	316	3.8%
Other values (170)	3786	45.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4947	58.9%
Space Separator	1335	15.9%
Decimal Number	1266	15.1%
Open Punctuation	321	3.8%
Close Punctuation	321	3.8%
Dash Punctuation	111	1.3%
Other Punctuation	64	0.8%
Uppercase Letter	13	0.2%
Math Symbol	12	0.1%
Lowercase Letter	9	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
로	627	12.7%
종	420	8.5%
구	320	6.5%
서	318	6.4%
울	318	6.4%
시	317	6.4%
별	316	6.4%
특	316	6.4%
동	311	6.3%
길	252	5.1%
Other values (135)	1432	28.9%

Uppercase Letter

Value	Count	Frequency (%)
M	2	15.4%
L	2	15.4%
O	1	7.7%
U	1	7.7%
C	1	7.7%
K	1	7.7%
Y	1	7.7%
H	1	7.7%
T	1	7.7%
E	1	7.7%

Decimal Number

Value	Count	Frequency (%)
1	261	20.6%
2	235	18.6%
6	135	10.7%
3	129	10.2%
4	111	8.8%
5	99	7.8%
8	88	7.0%
9	83	6.6%
7	70	5.5%
0	55	4.3%

Lowercase Letter

Value	Count	Frequency (%)
e	2	22.2%
l	2	22.2%
o	1	11.1%
t	1	11.1%
h	1	11.1%
u	1	11.1%
g	1	11.1%

Other Punctuation

Value	Count	Frequency (%)
,	63	98.4%
&	1	1.6%

Space Separator

Value	Count	Frequency (%)
	1335	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	321	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	321	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	111	100.0%

Math Symbol

Value	Count	Frequency (%)
~	12	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4947	58.9%
Common	3430	40.8%
Latin	22	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
로	627	12.7%
종	420	8.5%
구	320	6.5%
서	318	6.4%
울	318	6.4%
시	317	6.4%
별	316	6.4%
특	316	6.4%
동	311	6.3%
길	252	5.1%
Other values (135)	1432	28.9%

Latin

Value	Count	Frequency (%)
e	2	9.1%
M	2	9.1%
l	2	9.1%
L	2	9.1%
o	1	4.5%
t	1	4.5%
h	1	4.5%
u	1	4.5%
O	1	4.5%
g	1	4.5%
Other values (8)	8	36.4%

Common

Value	Count	Frequency (%)
	1335	38.9%
(	321	9.4%
)	321	9.4%
1	261	7.6%
2	235	6.9%
6	135	3.9%
3	129	3.8%
4	111	3.2%
-	111	3.2%
5	99	2.9%
Other values (7)	372	10.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4947	58.9%
ASCII	3452	41.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1335	38.7%
(	321	9.3%
)	321	9.3%
1	261	7.6%
2	235	6.8%
6	135	3.9%
3	129	3.7%
4	111	3.2%
-	111	3.2%
5	99	2.9%
Other values (25)	394	11.4%

Hangul

Value	Count	Frequency (%)
로	627	12.7%
종	420	8.5%
구	320	6.5%
서	318	6.4%
울	318	6.4%
시	317	6.4%
별	316	6.4%
특	316	6.4%
동	311	6.3%
길	252	5.1%
Other values (135)	1432	28.9%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	66
Distinct (%)	21.4%
Missing	210
Missing (%)	40.5%
Infinite	0
Infinite (%)	0.0%
Mean	3132.4595

Minimum	3000
Maximum	3198
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	3000
5-th percentile	3053.8
Q1	3116
median	3132
Q3	3145
95-th percentile	3192
Maximum	3198
Range	198
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	37.590615
Coefficient of variation (CV)	0.012000351
Kurtosis	1.7541448
Mean	3132.4595
Median Absolute Deviation (MAD)	14
Skewness	-0.67253015
Sum	967930
Variance	1413.0544
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3139	33	6.4%
3119	21	4.0%
3115	20	3.9%
3132	18	3.5%
3192	16	3.1%
3126	15	2.9%
3133	14	2.7%
3111	11	2.1%
3189	10	1.9%
3191	8	1.5%
Other values (56)	143	27.6%
(Missing)	210	40.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3000	1	0.2%
3010	1	0.2%
3017	2	0.4%
3027	1	0.2%
3028	1	0.2%
3029	1	0.2%
3030	7	1.3%
3041	2	0.4%
3073	2	0.4%
3074	1	0.2%

Value	Count	Frequency (%)
3198	1	0.2%
3197	1	0.2%
3196	2	0.4%
3193	3	0.6%
3192	16	3.1%
3191	8	1.5%
3190	8	1.5%
3189	10	1.9%
3183	1	0.2%
3182	2	0.4%

사업장명
Text

Distinct	480
Distinct (%)	92.5%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

Length

Max length	35
Median length	27
Mean length	5.1907514
Min length	1

Characters and Unicode

Total characters	2694
Distinct characters	336
Distinct categories	9 ?
Distinct scripts	4 ?
Distinct blocks	4 ?

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

Unique

Unique	447 ?
Unique (%)	86.1%

Sample

1st row	백금여관
2nd row	이지스테이
3rd row	강원
4th row	삼화
5th row	호스텔 바닐라 1

Value	Count	Frequency (%)
호텔	34	4.9%
호스텔	10	1.4%
서울	9	1.3%
동대문	7	1.0%
hotel	7	1.0%
인사동	7	1.0%
종로	6	0.9%
hostel	5	0.7%
삼화	4	0.6%
게스트하우스	4	0.6%
Other values (539)	601	86.6%

Most occurring characters

Value	Count	Frequency (%)
	175	6.5%
텔	154	5.7%
호	126	4.7%
스	110	4.1%
이	60	2.2%
장	48	1.8%
동	46	1.7%
(	38	1.4%
)	38	1.4%
대	35	1.3%
Other values (326)	1864	69.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2013	74.7%
Uppercase Letter	224	8.3%
Space Separator	175	6.5%
Lowercase Letter	151	5.6%
Decimal Number	49	1.8%
Open Punctuation	38	1.4%
Close Punctuation	38	1.4%
Dash Punctuation	3	0.1%
Other Punctuation	3	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
텔	154	7.7%
호	126	6.3%
스	110	5.5%
이	60	3.0%
장	48	2.4%
동	46	2.3%
대	35	1.7%
성	34	1.7%
관	31	1.5%
인	31	1.5%
Other values (270)	1338	66.5%

Uppercase Letter

Value	Count	Frequency (%)
H	25	11.2%
T	24	10.7%
E	23	10.3%
O	20	8.9%
S	17	7.6%
A	16	7.1%
L	13	5.8%
U	9	4.0%
G	8	3.6%
N	8	3.6%
Other values (14)	61	27.2%

Lowercase Letter

Value	Count	Frequency (%)
e	26	17.2%
o	21	13.9%
s	14	9.3%
l	13	8.6%
t	11	7.3%
n	10	6.6%
a	8	5.3%
i	7	4.6%
u	7	4.6%
d	6	4.0%
Other values (7)	28	18.5%

Decimal Number

Value	Count	Frequency (%)
2	13	26.5%
1	11	22.4%
3	6	12.2%
4	5	10.2%
5	4	8.2%
8	4	8.2%
0	3	6.1%
7	1	2.0%
9	1	2.0%
6	1	2.0%

Space Separator

Value	Count	Frequency (%)
	175	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	38	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	38	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2010	74.6%
Latin	375	13.9%
Common	306	11.4%
Han	3	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
텔	154	7.7%
호	126	6.3%
스	110	5.5%
이	60	3.0%
장	48	2.4%
동	46	2.3%
대	35	1.7%
성	34	1.7%
관	31	1.5%
인	31	1.5%
Other values (267)	1335	66.4%

Latin

Value	Count	Frequency (%)
e	26	6.9%
H	25	6.7%
T	24	6.4%
E	23	6.1%
o	21	5.6%
O	20	5.3%
S	17	4.5%
A	16	4.3%
s	14	3.7%
l	13	3.5%
Other values (31)	176	46.9%

Common

Value	Count	Frequency (%)
	175	57.2%
(	38	12.4%
)	38	12.4%
2	13	4.2%
1	11	3.6%
3	6	2.0%
4	5	1.6%
5	4	1.3%
8	4	1.3%
0	3	1.0%
Other values (5)	9	2.9%

Han

Value	Count	Frequency (%)
綠	1	33.3%
李	1	33.3%
安	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2010	74.6%
ASCII	681	25.3%
CJK Compat Ideographs	2	0.1%
CJK	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	175	25.7%
(	38	5.6%
)	38	5.6%
e	26	3.8%
H	25	3.7%
T	24	3.5%
E	23	3.4%
o	21	3.1%
O	20	2.9%
S	17	2.5%
Other values (46)	274	40.2%

Hangul

Value	Count	Frequency (%)
텔	154	7.7%
호	126	6.3%
스	110	5.5%
이	60	3.0%
장	48	2.4%
동	46	2.3%
대	35	1.7%
성	34	1.7%
관	31	1.5%
인	31	1.5%
Other values (267)	1335	66.4%

CJK Compat Ideographs

Value	Count	Frequency (%)
綠	1	50.0%
李	1	50.0%

CJK

Value	Count	Frequency (%)
安	1	100.0%

최종수정일자
Date

Distinct	390
Distinct (%)	75.1%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

Minimum	1999-03-03 00:00:00
Maximum	2024-04-01 11:59:54

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

I	288
U	231

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	I
2nd row	U
3rd row	I
4th row	I
5th row	U

Common Values

Value	Count	Frequency (%)
I	288	55.5%
U	231	44.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	288	55.5%
u	231	44.5%

데이터갱신일자
Date

Distinct	146
Distinct (%)	28.1%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-04 00:03:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	6
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

여관업	297
여인숙업	102
관광호텔	53
일반호텔	33
숙박업(생활)	22

Length

Max length	7
Median length	3
Mean length	3.6011561
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	여관업
2nd row	여관업
3rd row	여인숙업
4th row	여관업
5th row	여관업

Common Values

Value	Count	Frequency (%)
여관업	297	57.2%
여인숙업	102	19.7%
관광호텔	53	10.2%
일반호텔	33	6.4%
숙박업(생활)	22	4.2%
숙박업 기타	12	2.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
여관업	297	55.9%
여인숙업	102	19.2%
관광호텔	53	10.0%
일반호텔	33	6.2%
숙박업(생활	22	4.1%
숙박업	12	2.3%
기타	12	2.3%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	432
Distinct (%)	90.8%
Missing	43
Missing (%)	8.3%
Infinite	0
Infinite (%)	0.0%
Mean	199542.47

Minimum	196045.61
Maximum	201956.89
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	196045.61
5-th percentile	196646.34
Q1	198816.07
median	199120.77
Q3	200931.88
95-th percentile	201803.87
Maximum	201956.89
Range	5911.2772
Interquartile range (IQR)	2115.8073

Descriptive statistics

Standard deviation	1458.7867
Coefficient of variation (CV)	0.0073106577
Kurtosis	-0.38863749
Mean	199542.47
Median Absolute Deviation (MAD)	835.15043
Skewness	-0.2357039
Sum	94982215
Variance	2128058.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
198995.160911349	4	0.8%
199017.61283129	3	0.6%
198692.627926952	3	0.6%
199037.974854028	3	0.6%
201649.840328936	3	0.6%
201378.94229242	3	0.6%
198469.85451949	2	0.4%
199022.300982384	2	0.4%
201896.77471979	2	0.4%
199028.334386781	2	0.4%
Other values (422)	449	86.5%
(Missing)	43	8.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
196045.610971552	1	0.2%
196203.778423117	1	0.2%
196215.891675956	1	0.2%
196246.132766081	1	0.2%
196257.674735972	1	0.2%
196282.226000237	1	0.2%
196285.571957576	1	0.2%
196296.085453197	1	0.2%
196318.153259189	1	0.2%
196318.323061166	1	0.2%

Value	Count	Frequency (%)
201956.888133032	1	0.2%
201949.270716491	1	0.2%
201930.626141344	1	0.2%
201911.277519785	1	0.2%
201909.605791088	1	0.2%
201906.350836688	1	0.2%
201906.310361364	1	0.2%
201905.253700076	1	0.2%
201896.945381012	1	0.2%
201896.77471979	2	0.4%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	432
Distinct (%)	90.8%
Missing	43
Missing (%)	8.3%
Infinite	0
Infinite (%)	0.0%
Mean	452375.51

Minimum	451804.9
Maximum	456529.71
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	451804.9
5-th percentile	451880.15
Q1	452093.11
median	452248.78
Q3	452475.93
95-th percentile	452972.25
Maximum	456529.71
Range	4724.8106
Interquartile range (IQR)	382.81998

Descriptive statistics

Standard deviation	637.59931
Coefficient of variation (CV)	0.001409447
Kurtosis	24.710651
Mean	452375.51
Median Absolute Deviation (MAD)	174.12883
Skewness	4.5793765
Sum	2.1533074 × 10⁸
Variance	406532.88
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
452541.684613522	4	0.8%
452077.141477996	3	0.6%
451865.694333484	3	0.6%
451905.533009293	3	0.6%
452323.368074798	3	0.6%
452482.200375273	3	0.6%
452315.746209246	2	0.4%
452472.976006603	2	0.4%
452680.814985234	2	0.4%
452116.660907308	2	0.4%
Other values (422)	449	86.5%
(Missing)	43	8.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
451804.898052916	2	0.4%
451826.54074884	1	0.2%
451827.704774757	1	0.2%
451828.58889242	1	0.2%
451834.817165156	1	0.2%
451841.972789349	1	0.2%
451848.884404147	1	0.2%
451851.540972503	1	0.2%
451851.930284896	1	0.2%
451852.440739439	1	0.2%

Value	Count	Frequency (%)
456529.708624294	1	0.2%
456519.922190749	1	0.2%
456478.436790904	1	0.2%
456346.84737021	1	0.2%
456318.690240102	1	0.2%
456278.209690093	1	0.2%
456007.528701216	1	0.2%
456003.295259389	1	0.2%
455368.063963395	1	0.2%
455358.793133704	1	0.2%

위생업태명
Categorical

Distinct	7
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

여관업	227
<NA>	138
여인숙업	94
관광호텔	32
일반호텔	16
Other values (2)	12

Length

Max length	7
Median length	4
Mean length	3.6262042
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
여관업	227	43.7%
<NA>	138	26.6%
여인숙업	94	18.1%
관광호텔	32	6.2%
일반호텔	16	3.1%
숙박업(생활)	9	1.7%
숙박업 기타	3	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
여관업	227	43.5%
na	138	26.4%
여인숙업	94	18.0%
관광호텔	32	6.1%
일반호텔	16	3.1%
숙박업(생활	9	1.7%
숙박업	3	0.6%
기타	3	0.6%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	15
Distinct (%)	5.2%
Missing	230
Missing (%)	44.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.4775087

Minimum	0
Maximum	24
Zeros	212
Zeros (%)	40.8%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	8
Maximum	24
Range	24
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.1722012
Coefficient of variation (CV)	2.1469933
Kurtosis	12.317298
Mean	1.4775087
Median Absolute Deviation (MAD)	0
Skewness	3.0255961
Sum	427
Variance	10.06286
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	212	40.8%
4	14	2.7%
2	14	2.7%
5	14	2.7%
7	6	1.2%
1	4	0.8%
11	4	0.8%
6	4	0.8%
8	4	0.8%
3	4	0.8%
Other values (5)	9	1.7%
(Missing)	230	44.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	212	40.8%
1	4	0.8%
2	14	2.7%
3	4	0.8%
4	14	2.7%
5	14	2.7%
6	4	0.8%
7	6	1.2%
8	4	0.8%
9	3	0.6%

Value	Count	Frequency (%)
24	1	0.2%
18	1	0.2%
13	2	0.4%
11	4	0.8%
10	2	0.4%
9	3	0.6%
8	4	0.8%
7	6	1.2%
6	4	0.8%
5	14	2.7%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	2.6%
Missing	253
Missing (%)	48.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.22556391

Minimum	0
Maximum	6
Zeros	231
Zeros (%)	44.5%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1.75
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.72285118
Coefficient of variation (CV)	3.2046402
Kurtosis	25.953001
Mean	0.22556391
Median Absolute Deviation (MAD)	0
Skewness	4.5828277
Sum	60
Variance	0.52251383
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	231	44.5%
1	21	4.0%
2	9	1.7%
3	2	0.4%
6	1	0.2%
4	1	0.2%
5	1	0.2%
(Missing)	253	48.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	231	44.5%
1	21	4.0%
2	9	1.7%
3	2	0.4%
4	1	0.2%
5	1	0.2%
6	1	0.2%

Value	Count	Frequency (%)
6	1	0.2%
5	1	0.2%
4	1	0.2%
3	2	0.4%
2	9	1.7%
1	21	4.0%
0	231	44.5%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	3.1%
Missing	229
Missing (%)	44.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.73448276

Minimum	0
Maximum	10
Zeros	186
Zeros (%)	35.8%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	4
Maximum	10
Range	10
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.4487259
Coefficient of variation (CV)	1.9724438
Kurtosis	13.36513
Mean	0.73448276
Median Absolute Deviation (MAD)	0
Skewness	3.2493091
Sum	213
Variance	2.0988068
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	186	35.8%
1	59	11.4%
2	22	4.2%
4	8	1.5%
3	6	1.2%
5	5	1.0%
8	2	0.4%
10	1	0.2%
9	1	0.2%
(Missing)	229	44.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	186	35.8%
1	59	11.4%
2	22	4.2%
3	6	1.2%
4	8	1.5%
5	5	1.0%
8	2	0.4%
9	1	0.2%
10	1	0.2%

Value	Count	Frequency (%)
10	1	0.2%
9	1	0.2%
8	2	0.4%
5	5	1.0%
4	8	1.5%
3	6	1.2%
2	22	4.2%
1	59	11.4%
0	186	35.8%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	17
Distinct (%)	6.4%
Missing	253
Missing (%)	48.7%
Infinite	0
Infinite (%)	0.0%
Mean	4.7255639

Minimum	0
Maximum	25
Zeros	23
Zeros (%)	4.4%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	5
Q3	5
95-th percentile	9
Maximum	25
Range	25
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.950514
Coefficient of variation (CV)	0.62437289
Kurtosis	14.793432
Mean	4.7255639
Median Absolute Deviation (MAD)	1
Skewness	2.5741536
Sum	1257
Variance	8.7055327
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
5	131	25.2%
4	38	7.3%
0	23	4.4%
3	14	2.7%
7	13	2.5%
2	13	2.5%
6	8	1.5%
1	6	1.2%
8	5	1.0%
9	3	0.6%
Other values (7)	12	2.3%
(Missing)	253	48.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	23	4.4%
1	6	1.2%
2	13	2.5%
3	14	2.7%
4	38	7.3%
5	131	25.2%
6	8	1.5%
7	13	2.5%
8	5	1.0%
9	3	0.6%

Value	Count	Frequency (%)
25	1	0.2%
23	1	0.2%
18	1	0.2%
13	3	0.6%
12	1	0.2%
11	3	0.6%
10	2	0.4%
9	3	0.6%
8	5	1.0%
7	13	2.5%

사용시작지하층
Categorical

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

<NA>	264
0	239
1	14
2	2

Length

Max length	4
Median length	4
Mean length	2.5260116
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	264	50.9%
0	239	46.1%
1	14	2.7%
2	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	264	50.9%
0	239	46.1%
1	14	2.7%
2	2	0.4%

사용끝지하층
Categorical

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

<NA>	369
0	135
1	13
2	2

Length

Max length	4
Median length	4
Mean length	3.132948
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	369	71.1%
0	135	26.0%
1	13	2.5%
2	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	369	71.1%
0	135	26.0%
1	13	2.5%
2	2	0.4%

한실수
Real number (ℝ)

MISSING ZEROS

Distinct	35
Distinct (%)	9.6%
Missing	153
Missing (%)	29.5%
Infinite	0
Infinite (%)	0.0%
Mean	9.9726776

Minimum	0
Maximum	37
Zeros	75
Zeros (%)	14.5%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	10
Q3	14
95-th percentile	23
Maximum	37
Range	37
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	7.4733731
Coefficient of variation (CV)	0.74938481
Kurtosis	0.75334615
Mean	9.9726776
Median Absolute Deviation (MAD)	4
Skewness	0.63928514
Sum	3650
Variance	55.851306
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
0	75	14.5%
10	46	8.9%
11	26	5.0%
12	24	4.6%
13	23	4.4%
8	18	3.5%
16	18	3.5%
14	16	3.1%
9	14	2.7%
15	12	2.3%
Other values (25)	94	18.1%
(Missing)	153	29.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	75	14.5%
1	2	0.4%
2	6	1.2%
3	5	1.0%
4	6	1.2%
5	7	1.3%
6	9	1.7%
7	9	1.7%
8	18	3.5%
9	14	2.7%

Value	Count	Frequency (%)
37	1	0.2%
36	1	0.2%
34	1	0.2%
33	1	0.2%
31	3	0.6%
30	1	0.2%
29	2	0.4%
28	1	0.2%
26	1	0.2%
25	2	0.4%

양실수
Real number (ℝ)

MISSING ZEROS

Distinct	66
Distinct (%)	21.6%
Missing	214
Missing (%)	41.2%
Infinite	0
Infinite (%)	0.0%
Mean	19.980328

Minimum	0
Maximum	363
Zeros	127
Zeros (%)	24.5%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	6
Q3	20
95-th percentile	62
Maximum	363
Range	363
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	47.160277
Coefficient of variation (CV)	2.3603355
Kurtosis	28.484194
Mean	19.980328
Median Absolute Deviation (MAD)	6
Skewness	5.0190035
Sum	6094
Variance	2224.0917
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	127	24.5%
6	12	2.3%
10	12	2.3%
14	9	1.7%
5	9	1.7%
7	7	1.3%
19	7	1.3%
29	6	1.2%
9	6	1.2%
23	5	1.0%
Other values (56)	105	20.2%
(Missing)	214	41.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	127	24.5%
1	3	0.6%
2	3	0.6%
3	2	0.4%
4	1	0.2%
5	9	1.7%
6	12	2.3%
7	7	1.3%
8	5	1.0%
9	6	1.2%

Value	Count	Frequency (%)
363	1	0.2%
339	1	0.2%
317	1	0.2%
299	1	0.2%
287	1	0.2%
213	2	0.4%
139	1	0.2%
127	1	0.2%
107	1	0.2%
101	1	0.2%

욕실수
Real number (ℝ)

MISSING ZEROS

Distinct	39
Distinct (%)	11.1%
Missing	169
Missing (%)	32.6%
Infinite	0
Infinite (%)	0.0%
Mean	8.86

Minimum	0
Maximum	301
Zeros	88
Zeros (%)	17.0%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.25
median	3.5
Q3	12
95-th percentile	28
Maximum	301
Range	301
Interquartile range (IQR)	11.75

Descriptive statistics

Standard deviation	19.045876
Coefficient of variation (CV)	2.1496474
Kurtosis	160.72701
Mean	8.86
Median Absolute Deviation (MAD)	3.5
Skewness	10.968894
Sum	3101
Variance	362.74539
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	88	17.0%
1	63	12.1%
10	29	5.6%
2	16	3.1%
11	15	2.9%
12	15	2.9%
6	10	1.9%
7	9	1.7%
13	9	1.7%
18	8	1.5%
Other values (29)	88	17.0%
(Missing)	169	32.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	88	17.0%
1	63	12.1%
2	16	3.1%
3	8	1.5%
4	3	0.6%
5	2	0.4%
6	10	1.9%
7	9	1.7%
8	6	1.2%
9	5	1.0%

Value	Count	Frequency (%)
301	1	0.2%
104	1	0.2%
72	1	0.2%
51	1	0.2%
43	1	0.2%
36	1	0.2%
34	2	0.4%
33	2	0.4%
31	3	0.6%
30	3	0.6%

발한실여부
Boolean

MISSING

Distinct	2
Distinct (%)	0.5%
Missing	138
Missing (%)	26.6%
Memory size	1.1 KiB

True	305
False	76
(Missing)	138

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	305	58.8%
False	76	14.6%
(Missing)	138	26.6%

좌석수
Real number (ℝ)

MISSING ZEROS

Distinct	23
Distinct (%)	8.5%
Missing	249
Missing (%)	48.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.5851852

Minimum	0
Maximum	216
Zeros	230
Zeros (%)	44.3%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	14.55
Maximum	216
Range	216
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	18.241823
Coefficient of variation (CV)	5.0881117
Kurtosis	82.426673
Mean	3.5851852
Median Absolute Deviation (MAD)	0
Skewness	8.3245955
Sum	968
Variance	332.76409
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	230	44.3%
5	7	1.3%
1	5	1.0%
3	3	0.6%
2	3	0.6%
4	3	0.6%
62	2	0.4%
60	2	0.4%
144	1	0.2%
25	1	0.2%
Other values (13)	13	2.5%
(Missing)	249	48.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	230	44.3%
1	5	1.0%
2	3	0.6%
3	3	0.6%
4	3	0.6%
5	7	1.3%
6	1	0.2%
7	1	0.2%
10	1	0.2%
12	1	0.2%

Value	Count	Frequency (%)
216	1	0.2%
144	1	0.2%
68	1	0.2%
62	2	0.4%
60	2	0.4%
43	1	0.2%
36	1	0.2%
26	1	0.2%
25	1	0.2%
19	1	0.2%

조건부허가신고사유
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	519
Missing (%)	100.0%
Memory size	4.7 KiB

조건부허가시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	519
Missing (%)	100.0%
Memory size	4.7 KiB

조건부허가종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	519
Missing (%)	100.0%
Memory size	4.7 KiB

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

<NA>	482
자가	21
임대	16

Length

Max length	4
Median length	4
Mean length	3.8574181
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	482	92.9%
자가	21	4.0%
임대	16	3.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	482	92.9%
자가	21	4.0%
임대	16	3.1%

세탁기수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

<NA>	366
0	153

Length

Max length	4
Median length	4
Mean length	3.1156069
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	366	70.5%
0	153	29.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	366	70.5%
0	153	29.5%

여성종사자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

<NA>	490
0	27
4	1
1	1

Length

Max length	4
Median length	4
Mean length	3.8323699
Min length	1

Unique

Unique	2 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	490	94.4%
0	27	5.2%
4	1	0.2%
1	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	490	94.4%
0	27	5.2%
4	1	0.2%
1	1	0.2%

남성종사자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

<NA>	490
0	26
1	2
3	1

Length

Max length	4
Median length	4
Mean length	3.8323699
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	490	94.4%
0	26	5.0%
1	2	0.4%
3	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	490	94.4%
0	26	5.0%
1	2	0.4%
3	1	0.2%

회수건조수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

<NA>	367
0	152

Length

Max length	4
Median length	4
Mean length	3.1213873
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	367	70.7%
0	152	29.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	367	70.7%
0	152	29.3%

침대수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

<NA>	367
0	152

Length

Max length	4
Median length	4
Mean length	3.1213873
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	367	70.7%
0	152	29.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	367	70.7%
0	152	29.3%

다중이용업소여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.5%
Missing	138
Missing (%)	26.6%
Memory size	1.1 KiB

False	379
True	2
(Missing)	138

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	379	73.0%
True	2	0.4%
(Missing)	138	26.6%

First rows
Last rows

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	위생업태명	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	좌석수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
0	3000000	3000000-201-1960-00148	19601219	<NA>	3	폐업	2	폐업	19931221	<NA>	<NA>	<NA>	0207635635	99.17	110840	서울특별시 종로구 창신동 148-1번지	<NA>	<NA>	백금여관	2001-09-29 00:00:00	I	2018-08-31 23:59:59.0	여관업	201035.35757	452256.067309	여관업	0	0	0	<NA>	0	<NA>	14	0	14	Y	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1	3000000	3000000-201-1960-00266	1960-12-19	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 7645537	91.17	120-855	서울특별시 종로구 창신동 687-20	서울특별시 종로구 창신길 9-8 (창신동)	3101	이지스테이	2023-10-30 09:33:19	U	2022-11-01 00:01:00.0	여관업	200827.196168	452228.128469	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2	3000000	3000000-201-1960-00287	19601230	<NA>	3	폐업	2	폐업	19940228	<NA>	<NA>	<NA>	0200000000	64.93	110290	서울특별시 종로구 인사동 153-2번지	<NA>	<NA>	강원	2001-11-20 00:00:00	I	2018-08-31 23:59:59.0	여인숙업	198721.150253	452189.728779	여인숙업	0	0	0	<NA>	0	<NA>	11	0	1	Y	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3	3000000	3000000-201-1961-00259	19611130	<NA>	3	폐업	2	폐업	19970313	<NA>	<NA>	<NA>	02 7640550	89.19	110126	서울특별시 종로구 종로6가 112-0번지	<NA>	<NA>	삼화	2001-11-20 00:00:00	I	2018-08-31 23:59:59.0	여관업	200625.032207	452143.431069	여관업	0	0	0	<NA>	0	<NA>	11	0	11	Y	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
4	3000000	3000000-201-1963-00210	19630726	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0264595113	82.64	110540	서울특별시 종로구 창신동 581-8번지	서울특별시 종로구 창신길 28-7 (창신동)	3106	호스텔 바닐라 1	2019-06-04 09:57:10	U	2019-06-06 02:40:00.0	여관업	200915.355545	452286.287835	여관업	0	0	0	7	0	0	10	0	10	Y	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
5	3000000	3000000-201-1963-00276	19630627	<NA>	3	폐업	2	폐업	19960106	<NA>	<NA>	<NA>	02 7305432	45.43	110813	서울특별시 종로구 무악동 45-36번지	<NA>	<NA>	영천	2001-09-29 00:00:00	I	2018-08-31 23:59:59.0	여인숙업	196282.226	452444.459912	여인숙업	0	0	0	<NA>	0	<NA>	11	0	1	Y	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
6	3000000	3000000-201-1963-00277	19630627	<NA>	3	폐업	2	폐업	20100623	<NA>	<NA>	<NA>	02 7382405	23.43	110813	서울특별시 종로구 무악동 46-53번지	<NA>	<NA>	현저여인숙	2004-01-16 00:00:00	I	2018-08-31 23:59:59.0	여인숙업	196321.560456	452417.924126	여인숙업	<NA>	<NA>	<NA>	5	<NA>	<NA>	6	<NA>	<NA>	Y	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
7	3000000	3000000-201-1963-00352	19630129	<NA>	3	폐업	2	폐업	20010725	<NA>	<NA>	<NA>	02 7649294	84.54	110863	서울특별시 종로구 숭인동 94-0번지	<NA>	<NA>	봉산	2001-08-28 00:00:00	I	2018-08-31 23:59:59.0	여인숙업	<NA>	<NA>	여인숙업	0	0	0	<NA>	0	<NA>	14	0	2	Y	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
8	3000000	3000000-201-1964-00261	19640411	<NA>	3	폐업	2	폐업	20011231	<NA>	<NA>	<NA>	02 7628565	101.33	110126	서울특별시 종로구 종로6가 21-2번지	<NA>	<NA>	진희	2002-07-15 00:00:00	I	2018-08-31 23:59:59.0	여관업	200611.127043	452235.891284	여관업	0	0	0	<NA>	0	<NA>	12	0	10	Y	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
9	3000000	3000000-201-1965-00174	1965-05-10	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 9276393	141.95	110-827	서울특별시 종로구 숭인동 339	서울특별시 종로구 보문로7길 5-1 (숭인동)	3111	메종호텔	2023-06-19 11:34:02	U	2022-12-05 22:01:00.0	여관업	201930.626141	452794.664952	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	위생업태명	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	좌석수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
509	3000000	3000000-214-2020-00001	20200121	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0262635577	582.17	110450	서울특별시 종로구 원남동 226-1번지	서울특별시 종로구 동순라길 98 (원남동)	3136	종로 스테이	2020-01-21 14:17:26	I	2020-01-23 00:23:24.0	숙박업(생활)	199591.565032	452530.682866	숙박업(생활)	0	0	1	3	1	1	0	20	0	N	0	<NA>	<NA>	<NA>	자가	0	0	0	0	0	Y
510	3000000	3000000-214-2020-00002	2020-03-23	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	425.02	110-111	서울특별시 종로구 관철동 18-10	서울특별시 종로구 우정국로2길 29, 4~5층 (관철동)	3189	UH SUITE	2023-07-03 09:42:23	U	2022-12-07 00:05:00.0	숙박업(생활)	198581.075058	451932.290555	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
511	3000000	3000000-214-2020-00003	2020-05-07	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0263490781	82.51	110-111	서울특별시 종로구 관철동 14-6	서울특별시 종로구 삼일대로19길 22, 4층 (관철동)	3190	어 베터 플레이스 (A BETTER PLACE)	2023-10-30 13:14:57	U	2022-11-01 00:01:00.0	숙박업(생활)	198724.740257	451930.754248	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
512	3000000	3000000-214-2020-00004	20070904	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	45,510.23	110320	서울특별시 종로구 낙원동 272 로담코 인사빌딩	서울특별시 종로구 인사동4길 18, 로담코 인사빌딩 (낙원동)	3163	오라카이 인사동 스위츠	2020-08-21 20:05:01	U	2020-08-23 02:40:00.0	숙박업(생활)	198811.497418	452301.907781	숙박업(생활)	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	213	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
513	3000000	3000000-214-2021-00001	2021-04-29	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	365.04	110-340	서울특별시 종로구 익선동 89	서울특별시 종로구 삼일대로32가길 38 (익선동)	3132	킹스가든	2023-10-30 13:19:00	U	2022-11-01 00:01:00.0	숙박업(생활)	199022.300982	452472.976007	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
514	3000000	3000000-214-2023-00001	2023-02-16	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	42.98	110-450	서울특별시 종로구 원남동 233 종로하루	서울특별시 종로구 창경궁로21가길 5-3, 종로하루 (원남동)	3136	종로하루	2023-10-30 11:26:04	U	2022-11-01 00:01:00.0	숙박업(생활)	199626.352161	452520.392539	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
515	3000000	3000000-214-2023-00002	2023-04-24	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	1785.87	110-340	서울특별시 종로구 익선동 53	서울특별시 종로구 돈화문로11나길 53, 1~9층 (익선동)	3132	어반스테이 부티크 익선	2023-10-18 14:56:11	U	2022-10-30 22:00:00.0	숙박업(생활)	198998.999624	452520.878594	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
516	3000000	3000000-214-2023-00003	2023-07-25	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	453.91	110-470	서울특별시 종로구 연지동 179	서울특별시 종로구 종로31길 50-7 (연지동)	3129	Maison	2023-07-25 14:03:23	I	2022-12-06 22:07:00.0	숙박업(생활)	199847.981505	452305.325465	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
517	3000000	3000000-214-2023-00004	2023-08-14	<NA>	3	폐업	2	폐업	2023-08-17	<NA>	<NA>	<NA>	<NA>	2520.55	110-420	서울특별시 종로구 관수동 18-1	서울특별시 종로구 수표로18길 5 (관수동)	3192	누보	2023-08-17 14:53:09	U	2022-12-07 23:09:00.0	숙박업(생활)	199037.974854	451905.533009	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
518	3000000	3000000-214-2023-00005	2023-10-13	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 725 0203	283.87	110-111	서울특별시 종로구 관철동 14-9 3층,4층,5층	서울특별시 종로구 삼일대로19길 28, 3~5층 (관철동)	3190	밸류플레이스	2023-10-13 14:22:38	I	2022-10-30 23:05:00.0	숙박업(생활)	198694.787532	451930.899507	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

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

Decimal Number

Other Punctuation

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

Decimal Number

Dash Punctuation

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

Decimal Number

Lowercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block