gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	319
Missing cells	3487
Missing cells (%)	23.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	126.0 KiB
Average record size in memory	404.4 B

Variable types

Categorical	19
Text	8
DateTime	4
Unsupported	7
Numeric	7
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	성북구
URL	https://data.seoul.go.kr/dataList/OA-17434/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`건물소유구분명` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`업태구분명` is highly imbalanced (55.2%)	Imbalance
`욕실수` is highly imbalanced (53.5%)	Imbalance
`좌석수` is highly imbalanced (51.8%)	Imbalance
`여성종사자수` is highly imbalanced (94.5%)	Imbalance
`남성종사자수` is highly imbalanced (94.5%)	Imbalance
`인허가취소일자` has 319 (100.0%) missing values	Missing
`폐업일자` has 62 (19.4%) missing values	Missing
`휴업시작일자` has 319 (100.0%) missing values	Missing
`휴업종료일자` has 319 (100.0%) missing values	Missing
`재개업일자` has 319 (100.0%) missing values	Missing
`전화번호` has 5 (1.6%) missing values	Missing
`도로명주소` has 175 (54.9%) missing values	Missing
`도로명우편번호` has 190 (59.6%) missing values	Missing
`좌표정보(X)` has 58 (18.2%) missing values	Missing
`좌표정보(Y)` has 58 (18.2%) missing values	Missing
`건물지상층수` has 62 (19.4%) missing values	Missing
`사용끝지상층` has 156 (48.9%) missing values	Missing
`한실수` has 53 (16.6%) missing values	Missing
`양실수` has 67 (21.0%) missing values	Missing
`발한실여부` has 25 (7.8%) missing values	Missing
`조건부허가신고사유` has 319 (100.0%) missing values	Missing
`조건부허가시작일자` has 319 (100.0%) missing values	Missing
`조건부허가종료일자` has 319 (100.0%) missing values	Missing
`건물소유구분명` has 318 (99.7%) missing values	Missing
`다중이용업소여부` has 25 (7.8%) 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 95 (29.8%) zeros	Zeros
`한실수` has 78 (24.5%) zeros	Zeros
`양실수` has 94 (29.5%) zeros	Zeros

Reproduction

Analysis started	2024-04-06 13:06:39.457392
Analysis finished	2024-04-06 13:06:40.395937
Duration	0.94 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

3070000	319

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3070000
2nd row	3070000
3rd row	3070000
4th row	3070000
5th row	3070000

Common Values

Value	Count	Frequency (%)
3070000	319	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3070000	319	100.0%

관리번호
Text

UNIQUE

Distinct	319
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

Length

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

Characters and Unicode

Total characters	7018
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	319 ?
Unique (%)	100.0%

Sample

1st row	3070000-201-1960-00033
2nd row	3070000-201-1960-00232
3rd row	3070000-201-1960-00233
4th row	3070000-201-1960-00234
5th row	3070000-201-1961-00236

Value	Count	Frequency (%)
3070000-201-1960-00033	1	0.3%
3070000-201-1982-00096	1	0.3%
3070000-201-1982-00051	1	0.3%
3070000-201-1982-00041	1	0.3%
3070000-201-1981-00195	1	0.3%
3070000-201-1981-00194	1	0.3%
3070000-201-1981-00193	1	0.3%
3070000-201-1981-00184	1	0.3%
3070000-201-1981-00153	1	0.3%
3070000-201-1981-00057	1	0.3%
Other values (309)	309	96.9%

Most occurring characters

Value	Count	Frequency (%)
0	2903	41.4%
-	957	13.6%
1	831	11.8%
2	567	8.1%
7	505	7.2%
3	429	6.1%
9	351	5.0%
6	175	2.5%
8	135	1.9%
5	83	1.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6061	86.4%
Dash Punctuation	957	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2903	47.9%
1	831	13.7%
2	567	9.4%
7	505	8.3%
3	429	7.1%
9	351	5.8%
6	175	2.9%
8	135	2.2%
5	83	1.4%
4	82	1.4%

Dash Punctuation

Value	Count	Frequency (%)
-	957	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7018	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2903	41.4%
-	957	13.6%
1	831	11.8%
2	567	8.1%
7	505	7.2%
3	429	6.1%
9	351	5.0%
6	175	2.5%
8	135	1.9%
5	83	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7018	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2903	41.4%
-	957	13.6%
1	831	11.8%
2	567	8.1%
7	505	7.2%
3	429	6.1%
9	351	5.0%
6	175	2.5%
8	135	1.9%
5	83	1.2%

인허가일자
Date

Distinct	302
Distinct (%)	94.7%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

Minimum	1960-12-21 00:00:00
Maximum	2017-11-17 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	319
Missing (%)	100.0%
Memory size	2.9 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

3	257
1	62

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	3
3rd row	3
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	257	80.6%
1	62	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	257	80.6%
1	62	19.4%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

폐업	257
영업/정상	62

Length

Max length	5
Median length	2
Mean length	2.5830721
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	257	80.6%
영업/정상	62	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	257	80.6%
영업/정상	62	19.4%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

2	257
1	62

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	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	257	80.6%
1	62	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	257	80.6%
1	62	19.4%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

폐업	257
영업	62

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	폐업
3rd row	폐업
4th row	폐업
5th row	폐업

Common Values

Value	Count	Frequency (%)
폐업	257	80.6%
영업	62	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	257	80.6%
영업	62	19.4%

폐업일자
Date

MISSING

Distinct	199
Distinct (%)	77.4%
Missing	62
Missing (%)	19.4%
Memory size	2.6 KiB

Minimum	1992-02-10 00:00:00
Maximum	2024-03-22 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	319
Missing (%)	100.0%
Memory size	2.9 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	319
Missing (%)	100.0%
Memory size	2.9 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	319
Missing (%)	100.0%
Memory size	2.9 KiB

전화번호
Text

MISSING

Distinct	302
Distinct (%)	96.2%
Missing	5
Missing (%)	1.6%
Memory size	2.6 KiB

Length

Max length	12
Median length	10
Mean length	10.095541
Min length	2

Characters and Unicode

Total characters	3170
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	292 ?
Unique (%)	93.0%

Sample

1st row	0209233676
2nd row	02 9268484
3rd row	0209247009
4th row	0209252569
5th row	02 9222900

Value	Count	Frequency (%)
02	204	37.9%
0209203360	4	0.7%
921	3	0.6%
929	3	0.6%
926	2	0.4%
925	2	0.4%
9126775	2	0.4%
9133652	2	0.4%
9139831	2	0.4%
9193377	2	0.4%
Other values (307)	312	58.0%

Most occurring characters

Value	Count	Frequency (%)
2	586	18.5%
0	552	17.4%
9	430	13.6%
1	311	9.8%
	248	7.8%
3	220	6.9%
8	172	5.4%
6	167	5.3%
4	167	5.3%
7	160	5.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2922	92.2%
Space Separator	248	7.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	586	20.1%
0	552	18.9%
9	430	14.7%
1	311	10.6%
3	220	7.5%
8	172	5.9%
6	167	5.7%
4	167	5.7%
7	160	5.5%
5	157	5.4%

Space Separator

Value	Count	Frequency (%)
	248	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3170	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	586	18.5%
0	552	17.4%
9	430	13.6%
1	311	9.8%
	248	7.8%
3	220	6.9%
8	172	5.4%
6	167	5.3%
4	167	5.3%
7	160	5.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3170	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	586	18.5%
0	552	17.4%
9	430	13.6%
1	311	9.8%
	248	7.8%
3	220	6.9%
8	172	5.4%
6	167	5.3%
4	167	5.3%
7	160	5.0%

소재지면적
Text

Distinct	234
Distinct (%)	73.4%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

Length

Max length	8
Median length	7
Mean length	5.2257053
Min length	3

Characters and Unicode

Total characters	1667
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	209 ?
Unique (%)	65.5%

Sample

1st row	57.06
2nd row	120.00
3rd row	118.62
4th row	.00
5th row	.00

Value	Count	Frequency (%)
00	41	12.9%
42.00	10	3.1%
96.00	6	1.9%
92.00	4	1.3%
66.00	4	1.3%
144.00	3	0.9%
90.00	3	0.9%
190.00	3	0.9%
99.00	3	0.9%
60.00	3	0.9%
Other values (224)	239	74.9%

Most occurring characters

Value	Count	Frequency (%)
0	428	25.7%
.	319	19.1%
4	121	7.3%
1	121	7.3%
5	108	6.5%
6	98	5.9%
2	95	5.7%
9	93	5.6%
7	93	5.6%
8	89	5.3%
Other values (2)	102	6.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1334	80.0%
Other Punctuation	333	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	428	32.1%
4	121	9.1%
1	121	9.1%
5	108	8.1%
6	98	7.3%
2	95	7.1%
9	93	7.0%
7	93	7.0%
8	89	6.7%
3	88	6.6%

Other Punctuation

Value	Count	Frequency (%)
.	319	95.8%
,	14	4.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	1667	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	428	25.7%
.	319	19.1%
4	121	7.3%
1	121	7.3%
5	108	6.5%
6	98	5.9%
2	95	5.7%
9	93	5.6%
7	93	5.6%
8	89	5.3%
Other values (2)	102	6.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1667	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	428	25.7%
.	319	19.1%
4	121	7.3%
1	121	7.3%
5	108	6.5%
6	98	5.9%
2	95	5.7%
9	93	5.6%
7	93	5.6%
8	89	5.3%
Other values (2)	102	6.1%

소재지우편번호
Text

Distinct	76
Distinct (%)	23.8%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

Length

Max length	7
Median length	6
Mean length	6.0407524
Min length	6

Characters and Unicode

Total characters	1927
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	21 ?
Unique (%)	6.6%

Sample

1st row	136813
2nd row	136044
3rd row	136036
4th row	136036
5th row	136051

Value	Count	Frequency (%)
136873	36	11.3%
136802	19	6.0%
136864	16	5.0%
136874	16	5.0%
136865	13	4.1%
136800	12	3.8%
136054	11	3.4%
136819	11	3.4%
136051	9	2.8%
136845	9	2.8%
Other values (66)	167	52.4%

Most occurring characters

Value	Count	Frequency (%)
3	410	21.3%
1	380	19.7%
6	371	19.3%
8	271	14.1%
0	141	7.3%
4	96	5.0%
5	96	5.0%
7	79	4.1%
2	45	2.3%
9	25	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1914	99.3%
Dash Punctuation	13	0.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	410	21.4%
1	380	19.9%
6	371	19.4%
8	271	14.2%
0	141	7.4%
4	96	5.0%
5	96	5.0%
7	79	4.1%
2	45	2.4%
9	25	1.3%

Dash Punctuation

Value	Count	Frequency (%)
-	13	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1927	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	410	21.3%
1	380	19.7%
6	371	19.3%
8	271	14.1%
0	141	7.3%
4	96	5.0%
5	96	5.0%
7	79	4.1%
2	45	2.3%
9	25	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1927	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	410	21.3%
1	380	19.7%
6	371	19.3%
8	271	14.1%
0	141	7.3%
4	96	5.0%
5	96	5.0%
7	79	4.1%
2	45	2.3%
9	25	1.3%

지번주소
Text

Distinct	302
Distinct (%)	94.7%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

Length

Max length	27
Median length	26
Mean length	22.683386
Min length	18

Characters and Unicode

Total characters	7236
Distinct characters	52
Distinct categories	6 ?
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	286 ?
Unique (%)	89.7%

Sample

1st row	서울특별시 성북구 돈암동 13-0번지
2nd row	서울특별시 성북구 삼선동4가 142-0번지
3rd row	서울특별시 성북구 동소문동6가 80번지
4th row	서울특별시 성북구 동소문동6가 141번지
5th row	서울특별시 성북구 동선동1가 91-0번지

Value	Count	Frequency (%)
서울특별시	319	24.9%
성북구	319	24.9%
하월곡동	72	5.6%
길음동	41	3.2%
정릉동	37	2.9%
종암동	37	2.9%
장위동	31	2.4%
석관동	23	1.8%
동선동4가	12	0.9%
동선동1가	11	0.9%
Other values (327)	377	29.5%

Most occurring characters

Value	Count	Frequency (%)
	1254	17.3%
동	363	5.0%
성	322	4.4%
북	322	4.4%
서	319	4.4%
특	319	4.4%
별	319	4.4%
시	319	4.4%
구	319	4.4%
울	319	4.4%
Other values (42)	3061	42.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4218	58.3%
Decimal Number	1461	20.2%
Space Separator	1254	17.3%
Dash Punctuation	300	4.1%
Uppercase Letter	2	< 0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	363	8.6%
성	322	7.6%
북	322	7.6%
서	319	7.6%
특	319	7.6%
별	319	7.6%
시	319	7.6%
구	319	7.6%
울	319	7.6%
지	270	6.4%
Other values (27)	1027	24.3%

Decimal Number

Value	Count	Frequency (%)
1	266	18.2%
2	174	11.9%
3	171	11.7%
8	167	11.4%
4	139	9.5%
5	138	9.4%
0	136	9.3%
6	104	7.1%
9	86	5.9%
7	80	5.5%

Uppercase Letter

Value	Count	Frequency (%)
R	1	50.0%
G	1	50.0%

Space Separator

Value	Count	Frequency (%)
	1254	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	300	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4218	58.3%
Common	3016	41.7%
Latin	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	363	8.6%
성	322	7.6%
북	322	7.6%
서	319	7.6%
특	319	7.6%
별	319	7.6%
시	319	7.6%
구	319	7.6%
울	319	7.6%
지	270	6.4%
Other values (27)	1027	24.3%

Common

Value	Count	Frequency (%)
	1254	41.6%
-	300	9.9%
1	266	8.8%
2	174	5.8%
3	171	5.7%
8	167	5.5%
4	139	4.6%
5	138	4.6%
0	136	4.5%
6	104	3.4%
Other values (3)	167	5.5%

Latin

Value	Count	Frequency (%)
R	1	50.0%
G	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4218	58.3%
ASCII	3018	41.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1254	41.6%
-	300	9.9%
1	266	8.8%
2	174	5.8%
3	171	5.7%
8	167	5.5%
4	139	4.6%
5	138	4.6%
0	136	4.5%
6	104	3.4%
Other values (5)	169	5.6%

Hangul

Value	Count	Frequency (%)
동	363	8.6%
성	322	7.6%
북	322	7.6%
서	319	7.6%
특	319	7.6%
별	319	7.6%
시	319	7.6%
구	319	7.6%
울	319	7.6%
지	270	6.4%
Other values (27)	1027	24.3%

도로명주소
Text

MISSING

Distinct	144
Distinct (%)	100.0%
Missing	175
Missing (%)	54.9%
Memory size	2.6 KiB

Length

Max length	33
Median length	30
Mean length	26.034722
Min length	22

Characters and Unicode

Total characters	3749
Distinct characters	79
Distinct categories	8 ?
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	144 ?
Unique (%)	100.0%

Sample

1st row	서울특별시 성북구 아리랑로2길 18 (동선동4가)
2nd row	서울특별시 성북구 동소문로28길 46 (동선동3가)
3rd row	서울특별시 성북구 동소문로8길 23 (삼선동4가)
4th row	서울특별시 성북구 동소문로42나길 26-22 (하월곡동)
5th row	서울특별시 성북구 길음로5길 7 (길음동)

Value	Count	Frequency (%)
서울특별시	144	19.9%
성북구	144	19.9%
장위동	21	2.9%
하월곡동	21	2.9%
종암동	16	2.2%
석관동	15	2.1%
정릉동	14	1.9%
길음동	13	1.8%
동선동1가	10	1.4%
동선동4가	8	1.1%
Other values (214)	316	43.8%

Most occurring characters

Value	Count	Frequency (%)
	578	15.4%
동	202	5.4%
서	144	3.8%
특	144	3.8%
별	144	3.8%
시	144	3.8%
성	144	3.8%
북	144	3.8%
구	144	3.8%
)	144	3.8%
Other values (69)	1817	48.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2270	60.5%
Space Separator	578	15.4%
Decimal Number	551	14.7%
Close Punctuation	144	3.8%
Open Punctuation	144	3.8%
Dash Punctuation	56	1.5%
Other Punctuation	4	0.1%
Uppercase Letter	2	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	202	8.9%
서	144	6.3%
특	144	6.3%
별	144	6.3%
시	144	6.3%
성	144	6.3%
북	144	6.3%
구	144	6.3%
울	144	6.3%
로	144	6.3%
Other values (52)	772	34.0%

Decimal Number

Value	Count	Frequency (%)
1	110	20.0%
2	86	15.6%
3	76	13.8%
4	66	12.0%
8	42	7.6%
0	41	7.4%
5	39	7.1%
6	36	6.5%
7	31	5.6%
9	24	4.4%

Uppercase Letter

Value	Count	Frequency (%)
G	1	50.0%
R	1	50.0%

Space Separator

Value	Count	Frequency (%)
	578	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	144	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	144	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	56	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2270	60.5%
Common	1477	39.4%
Latin	2	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	202	8.9%
서	144	6.3%
특	144	6.3%
별	144	6.3%
시	144	6.3%
성	144	6.3%
북	144	6.3%
구	144	6.3%
울	144	6.3%
로	144	6.3%
Other values (52)	772	34.0%

Common

Value	Count	Frequency (%)
	578	39.1%
)	144	9.7%
(	144	9.7%
1	110	7.4%
2	86	5.8%
3	76	5.1%
4	66	4.5%
-	56	3.8%
8	42	2.8%
0	41	2.8%
Other values (5)	134	9.1%

Latin

Value	Count	Frequency (%)
G	1	50.0%
R	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2270	60.5%
ASCII	1479	39.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	578	39.1%
)	144	9.7%
(	144	9.7%
1	110	7.4%
2	86	5.8%
3	76	5.1%
4	66	4.5%
-	56	3.8%
8	42	2.8%
0	41	2.8%
Other values (7)	136	9.2%

Hangul

Value	Count	Frequency (%)
동	202	8.9%
서	144	6.3%
특	144	6.3%
별	144	6.3%
시	144	6.3%
성	144	6.3%
북	144	6.3%
구	144	6.3%
울	144	6.3%
로	144	6.3%
Other values (52)	772	34.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	55
Distinct (%)	42.6%
Missing	190
Missing (%)	59.6%
Infinite	0
Infinite (%)	0.0%
Mean	2785.938

Minimum	2700
Maximum	2873
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	2700
5-th percentile	2712.8
Q1	2739
median	2787
Q3	2829
95-th percentile	2859
Maximum	2873
Range	173
Interquartile range (IQR)	90

Descriptive statistics

Standard deviation	48.207681
Coefficient of variation (CV)	0.017303932
Kurtosis	-1.216028
Mean	2785.938
Median Absolute Deviation (MAD)	48
Skewness	0.028835362
Sum	359386
Variance	2323.9805
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2797	13	4.1%
2845	10	3.1%
2739	8	2.5%
2829	8	2.5%
2722	6	1.9%
2734	5	1.6%
2776	4	1.3%
2788	4	1.3%
2784	3	0.9%
2846	3	0.9%
Other values (45)	65	20.4%
(Missing)	190	59.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2700	1	0.3%
2705	2	0.6%
2709	2	0.6%
2710	2	0.6%
2717	1	0.3%
2721	1	0.3%
2722	6	1.9%
2725	3	0.9%
2729	1	0.3%
2730	1	0.3%

Value	Count	Frequency (%)
2873	1	0.3%
2872	1	0.3%
2861	1	0.3%
2860	3	0.9%
2859	2	0.6%
2857	1	0.3%
2856	1	0.3%
2852	1	0.3%
2851	1	0.3%
2849	2	0.6%

사업장명
Text

Distinct	281
Distinct (%)	88.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

Length

Max length	18
Median length	2
Mean length	3.0721003
Min length	1

Characters and Unicode

Total characters	980
Distinct characters	209
Distinct categories	8 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	248 ?
Unique (%)	77.7%

Sample

1st row	우리
2nd row	동도
3rd row	대흥여관
4th row	다정여관
5th row	세창

Value	Count	Frequency (%)
호텔	7	2.1%
제일	4	1.2%
금성	3	0.9%
유성	3	0.9%
삼호	3	0.9%
황해	2	0.6%
인수	2	0.6%
삼일	2	0.6%
대도	2	0.6%
대화여관	2	0.6%
Other values (284)	310	91.2%

Most occurring characters

Value	Count	Frequency (%)
장	72	7.3%
여	38	3.9%
성	35	3.6%
텔	27	2.8%
관	27	2.8%
호	26	2.7%
일	24	2.4%
대	24	2.4%
신	23	2.3%
	21	2.1%
Other values (199)	663	67.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	930	94.9%
Space Separator	21	2.1%
Uppercase Letter	16	1.6%
Close Punctuation	5	0.5%
Open Punctuation	5	0.5%
Dash Punctuation	1	0.1%
Other Punctuation	1	0.1%
Letter Number	1	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
장	72	7.7%
여	38	4.1%
성	35	3.8%
텔	27	2.9%
관	27	2.9%
호	26	2.8%
일	24	2.6%
대	24	2.6%
신	23	2.5%
동	21	2.3%
Other values (180)	613	65.9%

Uppercase Letter

Value	Count	Frequency (%)
H	2	12.5%
A	2	12.5%
L	2	12.5%
E	1	6.2%
D	1	6.2%
W	1	6.2%
T	1	6.2%
M	1	6.2%
I	1	6.2%
V	1	6.2%
Other values (3)	3	18.8%

Space Separator

Value	Count	Frequency (%)
	21	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	5	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	5	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Other Punctuation

Value	Count	Frequency (%)
?	1	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	930	94.9%
Common	33	3.4%
Latin	17	1.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
장	72	7.7%
여	38	4.1%
성	35	3.8%
텔	27	2.9%
관	27	2.9%
호	26	2.8%
일	24	2.6%
대	24	2.6%
신	23	2.5%
동	21	2.3%
Other values (180)	613	65.9%

Latin

Value	Count	Frequency (%)
H	2	11.8%
A	2	11.8%
L	2	11.8%
E	1	5.9%
D	1	5.9%
W	1	5.9%
Ⅱ	1	5.9%
T	1	5.9%
M	1	5.9%
I	1	5.9%
Other values (4)	4	23.5%

Common

Value	Count	Frequency (%)
	21	63.6%
)	5	15.2%
(	5	15.2%
-	1	3.0%
?	1	3.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	930	94.9%
ASCII	49	5.0%
Number Forms	1	0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
장	72	7.7%
여	38	4.1%
성	35	3.8%
텔	27	2.9%
관	27	2.9%
호	26	2.8%
일	24	2.6%
대	24	2.6%
신	23	2.5%
동	21	2.3%
Other values (180)	613	65.9%

ASCII

Value	Count	Frequency (%)
	21	42.9%
)	5	10.2%
(	5	10.2%
H	2	4.1%
A	2	4.1%
L	2	4.1%
-	1	2.0%
E	1	2.0%
?	1	2.0%
D	1	2.0%
Other values (8)	8	16.3%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

최종수정일자
Date

Distinct	197
Distinct (%)	61.8%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

Minimum	1999-04-06 00:00:00
Maximum	2024-03-22 16:39:08

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

I	225
U	94

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	I
3rd row	I
4th row	I
5th row	I

Common Values

Value	Count	Frequency (%)
I	225	70.5%
U	94	29.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	225	70.5%
u	94	29.5%

데이터갱신일자
Date

Distinct	75
Distinct (%)	23.5%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-03 00:02:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

여관업	252
여인숙업	57
관광호텔	7
일반호텔	3

Length

Max length	4
Median length	3
Mean length	3.2100313
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
여관업	252	79.0%
여인숙업	57	17.9%
관광호텔	7	2.2%
일반호텔	3	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
여관업	252	79.0%
여인숙업	57	17.9%
관광호텔	7	2.2%
일반호텔	3	0.9%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	243
Distinct (%)	93.1%
Missing	58
Missing (%)	18.2%
Infinite	0
Infinite (%)	0.0%
Mean	202587.15

Minimum	198545.88
Maximum	205580.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	198545.88
5-th percentile	200423.81
Q1	201556.94
median	202469.38
Q3	203226.07
95-th percentile	205277.08
Maximum	205580.5
Range	7034.6287
Interquartile range (IQR)	1669.129

Descriptive statistics

Standard deviation	1434.5801
Coefficient of variation (CV)	0.0070812988
Kurtosis	-0.36910932
Mean	202587.15
Median Absolute Deviation (MAD)	888.08916
Skewness	0.31508208
Sum	52875246
Variance	2058020.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
201664.533763026	3	0.9%
203824.046001062	2	0.6%
202619.599812013	2	0.6%
202860.094604014	2	0.6%
202940.234717484	2	0.6%
201475.407860987	2	0.6%
202449.51357436	2	0.6%
200850.193896796	2	0.6%
201049.527780624	2	0.6%
202713.78210946	2	0.6%
Other values (233)	240	75.2%
(Missing)	58	18.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
198545.876020342	1	0.3%
199713.174970065	1	0.3%
199725.192897081	1	0.3%
199795.161046537	1	0.3%
199888.811127238	1	0.3%
199943.796399318	1	0.3%
199949.578425859	1	0.3%
200188.296858041	1	0.3%
200317.074938573	1	0.3%
200324.337465641	1	0.3%

Value	Count	Frequency (%)
205580.504678403	1	0.3%
205462.41559282	1	0.3%
205453.787793222	1	0.3%
205443.816675596	1	0.3%
205392.264342531	1	0.3%
205391.360565606	1	0.3%
205388.728907184	1	0.3%
205356.615067705	1	0.3%
205345.825758709	1	0.3%
205317.200417025	1	0.3%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	243
Distinct (%)	93.1%
Missing	58
Missing (%)	18.2%
Infinite	0
Infinite (%)	0.0%
Mean	455615.03

Minimum	453086.01
Maximum	457768.97
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	453086.01
5-th percentile	453737.26
Q1	455055.94
median	455851.19
Q3	456108.28
95-th percentile	456998.41
Maximum	457768.97
Range	4682.9615
Interquartile range (IQR)	1052.3372

Descriptive statistics

Standard deviation	960.50886
Coefficient of variation (CV)	0.0021081589
Kurtosis	-0.08384236
Mean	455615.03
Median Absolute Deviation (MAD)	424.59127
Skewness	-0.51919818
Sum	1.1891552 × 10⁸
Variance	922577.26
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
455507.600298456	3	0.9%
456861.088895287	2	0.6%
455854.94506667	2	0.6%
455693.708594241	2	0.6%
455473.109380906	2	0.6%
454112.328962911	2	0.6%
455873.836754946	2	0.6%
456070.122190143	2	0.6%
455639.497263287	2	0.6%
455543.570037508	2	0.6%
Other values (233)	240	75.2%
(Missing)	58	18.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
453086.005564526	1	0.3%
453173.250586524	1	0.3%
453235.275904384	1	0.3%
453242.288354045	1	0.3%
453300.747934045	1	0.3%
453337.054032254	1	0.3%
453461.587473314	1	0.3%
453464.491143664	1	0.3%
453638.905671274	1	0.3%
453656.359444246	1	0.3%

Value	Count	Frequency (%)
457768.96703203	1	0.3%
457579.215218634	1	0.3%
457515.514536469	1	0.3%
457417.10593059	1	0.3%
457381.568868592	1	0.3%
457350.7682825	1	0.3%
457300.191322841	1	0.3%
457295.842907465	1	0.3%
457295.545092858	1	0.3%
457290.01844922	1	0.3%

위생업태명
Categorical

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

여관업	231
여인숙업	57
<NA>	25
관광호텔	4
일반호텔	2

Length

Max length	4
Median length	3
Mean length	3.2758621
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
여관업	231	72.4%
여인숙업	57	17.9%
<NA>	25	7.8%
관광호텔	4	1.3%
일반호텔	2	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
여관업	231	72.4%
여인숙업	57	17.9%
na	25	7.8%
관광호텔	4	1.3%
일반호텔	2	0.6%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	11
Distinct (%)	4.3%
Missing	62
Missing (%)	19.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.7276265

Minimum	0
Maximum	10
Zeros	95
Zeros (%)	29.8%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	3
95-th percentile	4
Maximum	10
Range	10
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.8508168
Coefficient of variation (CV)	1.0713061
Kurtosis	3.3306518
Mean	1.7276265
Median Absolute Deviation (MAD)	1
Skewness	1.488906
Sum	444
Variance	3.4255229
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	95	29.8%
3	58	18.2%
2	50	15.7%
1	29	9.1%
4	13	4.1%
8	5	1.6%
5	2	0.6%
7	2	0.6%
10	1	0.3%
6	1	0.3%
(Missing)	62	19.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	95	29.8%
1	29	9.1%
2	50	15.7%
3	58	18.2%
4	13	4.1%
5	2	0.6%
6	1	0.3%
7	2	0.6%
8	5	1.6%
9	1	0.3%

Value	Count	Frequency (%)
10	1	0.3%
9	1	0.3%
8	5	1.6%
7	2	0.6%
6	1	0.3%
5	2	0.6%
4	13	4.1%
3	58	18.2%
2	50	15.7%
1	29	9.1%

건물지하층수
Categorical

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

0	150
<NA>	140
1	27
3	1
11	1

Length

Max length	4
Median length	1
Mean length	2.3197492
Min length	1

Unique

Unique	2 ?
Unique (%)	0.6%

Sample

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

Common Values

Value	Count	Frequency (%)
0	150	47.0%
<NA>	140	43.9%
1	27	8.5%
3	1	0.3%
11	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	150	47.0%
na	140	43.9%
1	27	8.5%
3	1	0.3%
11	1	0.3%

사용시작지상층
Categorical

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

1	101
0	96
<NA>	63
2	47
3	12

Length

Max length	4
Median length	1
Mean length	1.5924765
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
1	101	31.7%
0	96	30.1%
<NA>	63	19.7%
2	47	14.7%
3	12	3.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	101	31.7%
0	96	30.1%
na	63	19.7%
2	47	14.7%
3	12	3.8%

사용끝지상층
Real number (ℝ)

MISSING

Distinct	10
Distinct (%)	6.1%
Missing	156
Missing (%)	48.9%
Infinite	0
Infinite (%)	0.0%
Mean	2.5092025

Minimum	0
Maximum	9
Zeros	3
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	2
Q3	3
95-th percentile	5.9
Maximum	9
Range	9
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.5688641
Coefficient of variation (CV)	0.62524413
Kurtosis	5.0856484
Mean	2.5092025
Median Absolute Deviation (MAD)	1
Skewness	1.9685901
Sum	409
Variance	2.4613345
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	57	17.9%
3	50	15.7%
1	34	10.7%
4	8	2.5%
8	5	1.6%
0	3	0.9%
5	2	0.6%
7	2	0.6%
6	1	0.3%
9	1	0.3%
(Missing)	156	48.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	0.9%
1	34	10.7%
2	57	17.9%
3	50	15.7%
4	8	2.5%
5	2	0.6%
6	1	0.3%
7	2	0.6%
8	5	1.6%
9	1	0.3%

Value	Count	Frequency (%)
9	1	0.3%
8	5	1.6%
7	2	0.6%
6	1	0.3%
5	2	0.6%
4	8	2.5%
3	50	15.7%
2	57	17.9%
1	34	10.7%
0	3	0.9%

사용시작지하층
Categorical

Distinct	3
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

0	161
<NA>	148
1	10

Length

Max length	4
Median length	1
Mean length	2.3918495
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	161	50.5%
<NA>	148	46.4%
1	10	3.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	161	50.5%
na	148	46.4%
1	10	3.1%

사용끝지하층
Categorical

Distinct	3
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

<NA>	240
0	68
1	11

Length

Max length	4
Median length	4
Mean length	3.2570533
Min length	1

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>	240	75.2%
0	68	21.3%
1	11	3.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	240	75.2%
0	68	21.3%
1	11	3.4%

한실수
Real number (ℝ)

MISSING ZEROS

Distinct	20
Distinct (%)	7.5%
Missing	53
Missing (%)	16.6%
Infinite	0
Infinite (%)	0.0%
Mean	4.6804511

Minimum	0
Maximum	20
Zeros	78
Zeros (%)	24.5%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	8
95-th percentile	13
Maximum	20
Range	20
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	4.7487191
Coefficient of variation (CV)	1.0145858
Kurtosis	-0.10267902
Mean	4.6804511
Median Absolute Deviation (MAD)	3
Skewness	0.87303689
Sum	1245
Variance	22.550333
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	78	24.5%
2	25	7.8%
3	21	6.6%
1	15	4.7%
5	15	4.7%
6	15	4.7%
7	14	4.4%
10	13	4.1%
4	12	3.8%
8	11	3.4%
Other values (10)	47	14.7%
(Missing)	53	16.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	78	24.5%
1	15	4.7%
2	25	7.8%
3	21	6.6%
4	12	3.8%
5	15	4.7%
6	15	4.7%
7	14	4.4%
8	11	3.4%
9	9	2.8%

Value	Count	Frequency (%)
20	1	0.3%
18	2	0.6%
17	2	0.6%
16	3	0.9%
15	1	0.3%
14	4	1.3%
13	8	2.5%
12	7	2.2%
11	10	3.1%
10	13	4.1%

양실수
Real number (ℝ)

MISSING ZEROS

Distinct	33
Distinct (%)	13.1%
Missing	67
Missing (%)	21.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.0992063

Minimum	0
Maximum	122
Zeros	94
Zeros (%)	29.5%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	6
Q3	11.25
95-th percentile	28.9
Maximum	122
Range	122
Interquartile range (IQR)	11.25

Descriptive statistics

Standard deviation	11.918134
Coefficient of variation (CV)	1.4715187
Kurtosis	33.96483
Mean	8.0992063
Median Absolute Deviation (MAD)	6
Skewness	4.4292345
Sum	2041
Variance	142.04191
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	94	29.5%
6	16	5.0%
10	16	5.0%
8	15	4.7%
3	13	4.1%
12	11	3.4%
14	11	3.4%
9	9	2.8%
11	7	2.2%
4	7	2.2%
Other values (23)	53	16.6%
(Missing)	67	21.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	94	29.5%
2	3	0.9%
3	13	4.1%
4	7	2.2%
5	5	1.6%
6	16	5.0%
7	4	1.3%
8	15	4.7%
9	9	2.8%
10	16	5.0%

Value	Count	Frequency (%)
122	1	0.3%
48	2	0.6%
43	1	0.3%
42	3	0.9%
41	1	0.3%
38	1	0.3%
32	1	0.3%
31	2	0.6%
30	1	0.3%
28	1	0.3%

욕실수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

0	169
<NA>	147
17	1
50	1
32	1

Length

Max length	4
Median length	1
Mean length	2.3918495
Min length	1

Unique

Unique	3 ?
Unique (%)	0.9%

Sample

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

Common Values

Value	Count	Frequency (%)
0	169	53.0%
<NA>	147	46.1%
17	1	0.3%
50	1	0.3%
32	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	169	53.0%
na	147	46.1%
17	1	0.3%
50	1	0.3%
32	1	0.3%

발한실여부
Boolean

MISSING

Distinct	2
Distinct (%)	0.7%
Missing	25
Missing (%)	7.8%
Memory size	770.0 B

True	236
False	58
(Missing)	25

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	236	74.0%
False	58	18.2%
(Missing)	25	7.8%

좌석수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

0	169
<NA>	145
1	3
4	1
64	1

Length

Max length	4
Median length	1
Mean length	2.3667712
Min length	1

Unique

Unique	2 ?
Unique (%)	0.6%

Sample

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

Common Values

Value	Count	Frequency (%)
0	169	53.0%
<NA>	145	45.5%
1	3	0.9%
4	1	0.3%
64	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	169	53.0%
na	145	45.5%
1	3	0.9%
4	1	0.3%
64	1	0.3%

조건부허가신고사유
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	319
Missing (%)	100.0%
Memory size	2.9 KiB

조건부허가시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	319
Missing (%)	100.0%
Memory size	2.9 KiB

조건부허가종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	319
Missing (%)	100.0%
Memory size	2.9 KiB

건물소유구분명
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	318
Missing (%)	99.7%
Memory size	2.6 KiB

Length

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

Characters and Unicode

Total characters	2
Distinct characters	2
Distinct categories	1 ?
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	1 ?
Unique (%)	100.0%

Sample

1st row	자가

Value	Count	Frequency (%)
자가	1	100.0%

Most occurring characters

Value	Count	Frequency (%)
자	1	50.0%
가	1	50.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
자	1	50.0%
가	1	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
자	1	50.0%
가	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
자	1	50.0%
가	1	50.0%

세탁기수
Categorical

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

<NA>	240
0	79

Length

Max length	4
Median length	4
Mean length	3.2570533
Min length	1

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>	240	75.2%
0	79	24.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	240	75.2%
0	79	24.8%

여성종사자수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

<NA>	317
0	2

Length

Max length	4
Median length	4
Mean length	3.9811912
Min length	1

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>	317	99.4%
0	2	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	317	99.4%
0	2	0.6%

남성종사자수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

<NA>	317
0	2

Length

Max length	4
Median length	4
Mean length	3.9811912
Min length	1

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>	317	99.4%
0	2	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	317	99.4%
0	2	0.6%

회수건조수
Categorical

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

<NA>	242
0	77

Length

Max length	4
Median length	4
Mean length	3.2758621
Min length	1

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>	242	75.9%
0	77	24.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	242	75.9%
0	77	24.1%

침대수
Categorical

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

<NA>	242
0	77

Length

Max length	4
Median length	4
Mean length	3.2758621
Min length	1

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>	242	75.9%
0	77	24.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	242	75.9%
0	77	24.1%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.3%
Missing	25
Missing (%)	7.8%
Memory size	770.0 B

False	294
(Missing)	25

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	294	92.2%
(Missing)	25	7.8%

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	3070000	3070000-201-1960-00033	19601231	<NA>	3	폐업	2	폐업	19951113	<NA>	<NA>	<NA>	0209233676	57.06	136813	서울특별시 성북구 돈암동 13-0번지	<NA>	<NA>	우리	2001-09-27 00:00:00	I	2018-08-31 23:59:59.0	여관업	<NA>	<NA>	여관업	0	0	0	<NA>	0	<NA>	11	0	0	Y	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1	3070000	3070000-201-1960-00232	19601228	<NA>	3	폐업	2	폐업	19940414	<NA>	<NA>	<NA>	02 9268484	120.00	136044	서울특별시 성북구 삼선동4가 142-0번지	<NA>	<NA>	동도	2001-09-27 00:00:00	I	2018-08-31 23:59:59.0	여관업	<NA>	<NA>	여관업	0	0	0	<NA>	0	<NA>	13	0	0	Y	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
2	3070000	3070000-201-1960-00233	19601221	<NA>	3	폐업	2	폐업	20060918	<NA>	<NA>	<NA>	0209247009	118.62	136036	서울특별시 성북구 동소문동6가 80번지	<NA>	<NA>	대흥여관	2003-12-31 00:00:00	I	2018-08-31 23:59:59.0	여관업	201233.372939	454558.157551	여관업	3	<NA>	1	2	<NA>	<NA>	2	10	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3	3070000	3070000-201-1960-00234	19601228	<NA>	3	폐업	2	폐업	20011220	<NA>	<NA>	<NA>	0209252569	.00	136036	서울특별시 성북구 동소문동6가 141번지	<NA>	<NA>	다정여관	2002-02-06 00:00:00	I	2018-08-31 23:59:59.0	여관업	<NA>	<NA>	여관업	0	0	0	<NA>	0	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
4	3070000	3070000-201-1961-00236	19610812	<NA>	3	폐업	2	폐업	19990402	<NA>	<NA>	<NA>	02 9222900	.00	136051	서울특별시 성북구 동선동1가 91-0번지	<NA>	<NA>	세창	1999-04-06 00:00:00	I	2018-08-31 23:59:59.0	여관업	201545.340113	454475.241423	여관업	0	0	0	<NA>	0	<NA>	0	20	0	Y	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
5	3070000	3070000-201-1963-00015	19630705	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 921 9939	594.00	136054	서울특별시 성북구 동선동4가 101번지	서울특별시 성북구 아리랑로2길 18 (동선동4가)	2829	엠(M)	2019-01-07 09:32:57	U	2019-01-09 02:40:00.0	여관업	201466.696193	454582.393839	여관업	3	1	3	3	1	1	0	20	0	Y	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
6	3070000	3070000-201-1963-00017	19630809	<NA>	3	폐업	2	폐업	20220518	<NA>	<NA>	<NA>	<NA>	104.00	136053	서울특별시 성북구 동선동3가 41-1	서울특별시 성북구 동소문로28길 46 (동선동3가)	<NA>	스톡홀름	2022-05-17 16:35:26	U	2021-12-04 23:09:00.0	여관업	201784.444592	454840.717989	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7	3070000	3070000-201-1964-00198	19640618	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 926 5656	544.75	136044	서울특별시 성북구 삼선동4가 9-6	서울특별시 성북구 동소문로8길 23 (삼선동4가)	2861	메이호텔	2022-04-25 14:27:16	U	2021-12-03 22:07:00.0	여관업	200842.852192	454067.720851	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8	3070000	3070000-201-1965-00018	19650320	<NA>	3	폐업	2	폐업	19930910	<NA>	<NA>	<NA>	0209234689	.00	136081	서울특별시 성북구 보문동1가 102-0번지	<NA>	<NA>	평화	2001-09-27 00:00:00	I	2018-08-31 23:59:59.0	여관업	<NA>	<NA>	여관업	0	0	0	<NA>	0	<NA>	0	0	0	Y	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
9	3070000	3070000-201-1965-00021	19650201	<NA>	3	폐업	2	폐업	20051012	<NA>	<NA>	<NA>	02 9884065	44.06	136800	서울특별시 성북구 길음동 32-6번지	<NA>	<NA>	선일	2003-02-26 00:00:00	I	2018-08-31 23:59:59.0	여관업	202527.168193	456589.216239	여관업	2	<NA>	1	2	<NA>	<NA>	6	2	<NA>	Y	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N

	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
309	3070000	3070000-201-2002-00016	20021227	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 9601968	85.75	136819	서울특별시 성북구 석관동 332-575번지	서울특별시 성북구 돌곶이로9길 1-4 (석관동)	2788	초원	2019-01-07 17:00:37	U	2019-01-09 02:40:00.0	여인숙업	205298.96037	456051.429265	여인숙업	1	0	1	1	0	0	2	5	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
310	3070000	3070000-201-2003-00001	20030108	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 9143614	66.00	136845	서울특별시 성북구 정릉동 416-10	서울특별시 성북구 보국문로 7-6 (정릉동)	2710	삼미장	2021-01-28 14:37:18	U	2021-01-30 02:40:00.0	여관업	200915.111099	455885.729398	여관업	3	0	2	3	0	0	2	8	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
311	3070000	3070000-201-2003-00002	20030414	<NA>	3	폐업	2	폐업	20210608	<NA>	<NA>	<NA>	02 9213533	1,523.13	136044	서울특별시 성북구 삼선동4가 351-1 ,2	서울특별시 성북구 보문로 184 (삼선동4가,,2)	2847	호텔파라오	2021-06-08 15:29:09	U	2021-06-10 02:40:00.0	여관업	201255.685388	454248.230353	여관업	7	1	2	7	0	0	0	43	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
312	3070000	3070000-201-2003-00003	20031125	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 9279191	1,478.16	136035	서울특별시 성북구 동소문동5가 59-4번지	서울특별시 성북구 동소문로18길 24-20 (동소문동5가)	2846	호텔 월드스테이	2020-01-22 14:58:31	U	2020-01-24 02:40:00.0	여관업	201314.102389	454353.398686	여관업	8	1	3	8	0	0	0	48	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
313	3070000	3070000-201-2004-00001	20040130	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 9212080	1,479.65	136051	서울특별시 성북구 동선동1가 92-20번지	서울특별시 성북구 동소문로20나길 39 (동선동1가)	2845	D?H 네상스	2019-06-18 10:43:42	U	2019-06-20 02:40:00.0	관광호텔	201563.230549	454500.673992	관광호텔	8	1	3	8	0	0	0	30	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
314	3070000	3070000-201-2005-00001	20051121	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 9289393	673.30	136051	서울특별시 성북구 동선동1가 2-10번지	서울특별시 성북구 동소문로20나길 5 (동선동1가)	2845	파브모텔	2019-01-09 11:31:12	U	2019-01-11 02:40:00.0	여관업	201427.611335	454413.978458	여관업	7	1	1	7	0	0	2	20	0	N	0	<NA>	<NA>	<NA>	자가	0	<NA>	<NA>	0	0	N
315	3070000	3070000-201-2015-00001	20150903	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 925 7000	9,551.17	136054	서울특별시 성북구 동선동4가 26	서울특별시 성북구 아리랑로 8 (동선동4가)	2829	베스트웨스턴 아리랑힐 동대문 호텔	2022-05-25 14:43:28	U	2021-12-04 22:08:00.0	관광호텔	201393.678553	454585.851177	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
316	3070000	3070000-201-2015-00002	20151021	<NA>	3	폐업	2	폐업	20220518	<NA>	<NA>	<NA>	02 926 8883	4,209.22	136074	서울특별시 성북구 안암동4가 48	서울특별시 성북구 안암로 25 (안암동4가)	2857	리첸카운티	2022-05-17 16:36:44	U	2021-12-04 23:09:00.0	일반호텔	202157.393393	453086.005565	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
317	3070000	3070000-201-2017-00001	2017-11-06	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 929 9630	2154.27	136-051	서울특별시 성북구 동선동1가 120-1	서울특별시 성북구 동소문로 130 (동선동1가)	2845	에이치에비뉴호텔 성신여대점	2023-12-29 14:21:01	U	2022-11-01 21:01:00.0	관광호텔	201618.705033	454656.759126	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
318	3070000	3070000-201-2017-00002	20171117	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 921 9901	2,107.30	136051	서울특별시 성북구 동선동1가 120-12번지	서울특별시 성북구 동소문로 126 (동선동1가)	2845	호텔 디 아티스트 성신여대점	2018-10-19 15:43:27	U	2018-10-21 02:36:21.0	관광호텔	201587.018199	454621.644167	관광호텔	2	11	0	0	0	0	0	48	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N

Overview

Variables

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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

Decimal Number

Uppercase Letter

Space Separator

Dash Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters