gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	596
Missing cells	6858
Missing cells (%)	26.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	219.0 KiB
Average record size in memory	376.2 B

Variable types

Categorical	18
Text	7
DateTime	4
Unsupported	8
Numeric	6
Boolean	1

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,남성종사자수,여성종사자수,영업장주변구분명,등급구분명,급수시설구분명,총인원,본사종업원수,공장사무직종업원수,공장판매직종업원수,공장생산직종업원수,건물소유구분명,보증액,월세액,다중이용업소여부,시설총규모,전통업소지정번호,전통업소주된음식,홈페이지
Author	중구
URL	https://data.seoul.go.kr/dataList/OA-18403/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`업태구분명` has constant value ""	Constant
`영업장주변구분명` is highly imbalanced (76.2%)	Imbalance
`등급구분명` is highly imbalanced (79.2%)	Imbalance
`급수시설구분명` is highly imbalanced (50.0%)	Imbalance
`총인원` is highly imbalanced (60.8%)	Imbalance
`본사종업원수` is highly imbalanced (60.2%)	Imbalance
`공장사무직종업원수` is highly imbalanced (60.2%)	Imbalance
`공장판매직종업원수` is highly imbalanced (60.2%)	Imbalance
`공장생산직종업원수` is highly imbalanced (60.2%)	Imbalance
`보증액` is highly imbalanced (60.2%)	Imbalance
`월세액` is highly imbalanced (60.2%)	Imbalance
`다중이용업소여부` is highly imbalanced (85.7%)	Imbalance
`인허가취소일자` has 596 (100.0%) missing values	Missing
`폐업일자` has 154 (25.8%) missing values	Missing
`휴업시작일자` has 596 (100.0%) missing values	Missing
`휴업종료일자` has 596 (100.0%) missing values	Missing
`재개업일자` has 596 (100.0%) missing values	Missing
`전화번호` has 363 (60.9%) missing values	Missing
`소재지면적` has 43 (7.2%) missing values	Missing
`도로명주소` has 92 (15.4%) missing values	Missing
`도로명우편번호` has 96 (16.1%) missing values	Missing
`좌표정보(X)` has 21 (3.5%) missing values	Missing
`좌표정보(Y)` has 21 (3.5%) missing values	Missing
`남성종사자수` has 446 (74.8%) missing values	Missing
`여성종사자수` has 446 (74.8%) missing values	Missing
`건물소유구분명` has 596 (100.0%) missing values	Missing
`다중이용업소여부` has 202 (33.9%) missing values	Missing
`시설총규모` has 202 (33.9%) missing values	Missing
`전통업소지정번호` has 596 (100.0%) missing values	Missing
`전통업소주된음식` has 596 (100.0%) missing values	Missing
`홈페이지` has 596 (100.0%) 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
`건물소유구분명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`전통업소지정번호` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`전통업소주된음식` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`홈페이지` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`남성종사자수` has 127 (21.3%) zeros	Zeros
`여성종사자수` has 125 (21.0%) zeros	Zeros
`시설총규모` has 38 (6.4%) zeros	Zeros

Reproduction

Analysis started	2024-04-29 19:42:02.816249
Analysis finished	2024-04-29 19:42:03.884890
Duration	1.07 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	4.8 KiB

3010000	596

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3010000
2nd row	3010000
3rd row	3010000
4th row	3010000
5th row	3010000

Common Values

Value	Count	Frequency (%)
3010000	596	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3010000	596	100.0%

관리번호
Text

UNIQUE

Distinct	596
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

Length

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

Characters and Unicode

Total characters	13112
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	596 ?
Unique (%)	100.0%

Sample

1st row	3010000-121-1970-00001
2nd row	3010000-121-1977-00001
3rd row	3010000-121-1977-00002
4th row	3010000-121-1978-01894
5th row	3010000-121-1979-01809

Value	Count	Frequency (%)
3010000-121-1970-00001	1	0.2%
3010000-121-2020-00008	1	0.2%
3010000-121-2020-00017	1	0.2%
3010000-121-2020-00011	1	0.2%
3010000-121-2020-00012	1	0.2%
3010000-121-2020-00013	1	0.2%
3010000-121-2020-00014	1	0.2%
3010000-121-2020-00015	1	0.2%
3010000-121-2020-00016	1	0.2%
3010000-121-2020-00018	1	0.2%
Other values (586)	586	98.3%

Most occurring characters

Value	Count	Frequency (%)
0	5583	42.6%
1	2461	18.8%
-	1788	13.6%
2	1620	12.4%
3	806	6.1%
9	179	1.4%
4	147	1.1%
5	144	1.1%
7	133	1.0%
8	129	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	11324	86.4%
Dash Punctuation	1788	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5583	49.3%
1	2461	21.7%
2	1620	14.3%
3	806	7.1%
9	179	1.6%
4	147	1.3%
5	144	1.3%
7	133	1.2%
8	129	1.1%
6	122	1.1%

Dash Punctuation

Value	Count	Frequency (%)
-	1788	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	13112	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5583	42.6%
1	2461	18.8%
-	1788	13.6%
2	1620	12.4%
3	806	6.1%
9	179	1.4%
4	147	1.1%
5	144	1.1%
7	133	1.0%
8	129	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13112	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5583	42.6%
1	2461	18.8%
-	1788	13.6%
2	1620	12.4%
3	806	6.1%
9	179	1.4%
4	147	1.1%
5	144	1.1%
7	133	1.0%
8	129	1.0%

인허가일자
Date

Distinct	533
Distinct (%)	89.4%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

Minimum	1970-03-10 00:00:00
Maximum	2024-04-25 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	596
Missing (%)	100.0%
Memory size	5.4 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

3	442
1	154

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	1
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	442	74.2%
1	154	25.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	442	74.2%
1	154	25.8%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

폐업	442
영업/정상	154

Length

Max length	5
Median length	2
Mean length	2.7751678
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	442	74.2%
영업/정상	154	25.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	442	74.2%
영업/정상	154	25.8%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

2	442
1	154

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	1
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	442	74.2%
1	154	25.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	442	74.2%
1	154	25.8%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

폐업	442
영업	154

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	영업
4th row	폐업
5th row	폐업

Common Values

Value	Count	Frequency (%)
폐업	442	74.2%
영업	154	25.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	442	74.2%
영업	154	25.8%

폐업일자
Date

MISSING

Distinct	366
Distinct (%)	82.8%
Missing	154
Missing (%)	25.8%
Memory size	4.8 KiB

Minimum	2005-12-08 00:00:00
Maximum	2024-04-18 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	596
Missing (%)	100.0%
Memory size	5.4 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	596
Missing (%)	100.0%
Memory size	5.4 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	596
Missing (%)	100.0%
Memory size	5.4 KiB

전화번호
Text

MISSING

Distinct	219
Distinct (%)	94.0%
Missing	363
Missing (%)	60.9%
Memory size	4.8 KiB

Length

Max length	12
Median length	10
Mean length	10.343348
Min length	2

Characters and Unicode

Total characters	2410
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	207 ?
Unique (%)	88.8%

Sample

1st row	02 7710500
2nd row	02 3107100
3rd row	0202753044
4th row	02
5th row	02 3924931

Value	Count	Frequency (%)
02	110	28.1%
031	5	1.3%
051	4	1.0%
0220485230	4	1.0%
310	3	0.8%
5870955	2	0.5%
5679108	2	0.5%
032	2	0.5%
771	2	0.5%
070	2	0.5%
Other values (244)	256	65.3%

Most occurring characters

Value	Count	Frequency (%)
2	461	19.1%
0	427	17.7%
3	230	9.5%
7	213	8.8%
	207	8.6%
5	198	8.2%
1	186	7.7%
8	148	6.1%
4	131	5.4%
6	113	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2203	91.4%
Space Separator	207	8.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	461	20.9%
0	427	19.4%
3	230	10.4%
7	213	9.7%
5	198	9.0%
1	186	8.4%
8	148	6.7%
4	131	5.9%
6	113	5.1%
9	96	4.4%

Space Separator

Value	Count	Frequency (%)
	207	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2410	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	461	19.1%
0	427	17.7%
3	230	9.5%
7	213	8.8%
	207	8.6%
5	198	8.2%
1	186	7.7%
8	148	6.1%
4	131	5.4%
6	113	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2410	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	461	19.1%
0	427	17.7%
3	230	9.5%
7	213	8.8%
	207	8.6%
5	198	8.2%
1	186	7.7%
8	148	6.1%
4	131	5.4%
6	113	4.7%

소재지면적
Text

MISSING

Distinct	348
Distinct (%)	62.9%
Missing	43
Missing (%)	7.2%
Memory size	4.8 KiB

Length

Max length	8
Median length	5
Mean length	4.8173599
Min length	3

Characters and Unicode

Total characters	2664
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	286 ?
Unique (%)	51.7%

Sample

1st row	134.89
2nd row	229.00
3rd row	56.13
4th row	58.90
5th row	61.85

Value	Count	Frequency (%)
3.30	27	4.9%
9.90	21	3.8%
6.00	17	3.1%
00	16	2.9%
6.60	12	2.2%
9.00	10	1.8%
16.50	10	1.8%
9.91	7	1.3%
1.10	7	1.3%
8.26	6	1.1%
Other values (338)	420	75.9%

Most occurring characters

Value	Count	Frequency (%)
0	569	21.4%
.	553	20.8%
1	265	9.9%
3	211	7.9%
6	211	7.9%
9	185	6.9%
2	178	6.7%
5	159	6.0%
4	131	4.9%
8	113	4.2%
Other values (2)	89	3.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2110	79.2%
Other Punctuation	554	20.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	569	27.0%
1	265	12.6%
3	211	10.0%
6	211	10.0%
9	185	8.8%
2	178	8.4%
5	159	7.5%
4	131	6.2%
8	113	5.4%
7	88	4.2%

Other Punctuation

Value	Count	Frequency (%)
.	553	99.8%
,	1	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	2664	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	569	21.4%
.	553	20.8%
1	265	9.9%
3	211	7.9%
6	211	7.9%
9	185	6.9%
2	178	6.7%
5	159	6.0%
4	131	4.9%
8	113	4.2%
Other values (2)	89	3.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2664	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	569	21.4%
.	553	20.8%
1	265	9.9%
3	211	7.9%
6	211	7.9%
9	185	6.9%
2	178	6.7%
5	159	6.0%
4	131	4.9%
8	113	4.2%
Other values (2)	89	3.3%

소재지우편번호
Text

Distinct	146
Distinct (%)	24.6%
Missing	2
Missing (%)	0.3%
Memory size	4.8 KiB

Length

Max length	7
Median length	6
Mean length	6.2188552
Min length	6

Characters and Unicode

Total characters	3694
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	65 ?
Unique (%)	10.9%

Sample

1st row	100070
2nd row	100864
3rd row	100032
4th row	100013
5th row	100859

Value	Count	Frequency (%)
100011	128	21.5%
100070	72	12.1%
100-011	30	5.1%
100-070	23	3.9%
100-747	14	2.4%
100747	14	2.4%
100850	11	1.9%
100859	10	1.7%
100162	9	1.5%
100845	9	1.5%
Other values (136)	274	46.1%

Most occurring characters

Value	Count	Frequency (%)
0	1684	45.6%
1	1055	28.6%
8	194	5.3%
7	186	5.0%
-	130	3.5%
4	122	3.3%
5	80	2.2%
2	72	1.9%
3	59	1.6%
9	56	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3564	96.5%
Dash Punctuation	130	3.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1684	47.3%
1	1055	29.6%
8	194	5.4%
7	186	5.2%
4	122	3.4%
5	80	2.2%
2	72	2.0%
3	59	1.7%
9	56	1.6%
6	56	1.6%

Dash Punctuation

Value	Count	Frequency (%)
-	130	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3694	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1684	45.6%
1	1055	28.6%
8	194	5.3%
7	186	5.0%
-	130	3.5%
4	122	3.3%
5	80	2.2%
2	72	1.9%
3	59	1.6%
9	56	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3694	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1684	45.6%
1	1055	28.6%
8	194	5.3%
7	186	5.0%
-	130	3.5%
4	122	3.3%
5	80	2.2%
2	72	1.9%
3	59	1.6%
9	56	1.5%

지번주소
Text

Distinct	371
Distinct (%)	62.5%
Missing	2
Missing (%)	0.3%
Memory size	4.8 KiB

Length

Max length	50
Median length	40
Mean length	25.858586
Min length	14

Characters and Unicode

Total characters	15360
Distinct characters	220
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	332 ?
Unique (%)	55.9%

Sample

1st row	서울특별시 중구 소공동 87-1번지
2nd row	서울특별시 중구 태평로2가 23번지 (지하1층)
3rd row	서울특별시 중구 저동2가 75번지 (지상1층)
4th row	서울특별시 중구 충무로3가 60-1번지
5th row	서울특별시 중구 중림동 398-6번지

Value	Count	Frequency (%)
서울특별시	594	19.7%
중구	593	19.7%
충무로1가	186	6.2%
지하1층	116	3.8%
소공동	96	3.2%
52-5	93	3.1%
1층	65	2.2%
신당동	64	2.1%
1	50	1.7%
롯데백화점	48	1.6%
Other values (537)	1111	36.8%

Most occurring characters

Value	Count	Frequency (%)
	2814	18.3%
1	920	6.0%
서	614	4.0%
울	608	4.0%
중	605	3.9%
시	604	3.9%
구	599	3.9%
특	595	3.9%
별	594	3.9%
지	589	3.8%
Other values (210)	6818	44.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9179	59.8%
Space Separator	2814	18.3%
Decimal Number	2702	17.6%
Dash Punctuation	397	2.6%
Open Punctuation	107	0.7%
Close Punctuation	107	0.7%
Uppercase Letter	27	0.2%
Other Punctuation	24	0.2%
Math Symbol	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	614	6.7%
울	608	6.6%
중	605	6.6%
시	604	6.6%
구	599	6.5%
특	595	6.5%
별	594	6.5%
지	589	6.4%
가	375	4.1%
동	327	3.6%
Other values (181)	3669	40.0%

Uppercase Letter

Value	Count	Frequency (%)
B	7	25.9%
C	4	14.8%
J	3	11.1%
D	3	11.1%
P	2	7.4%
G	2	7.4%
W	1	3.7%
I	1	3.7%
L	1	3.7%
O	1	3.7%
Other values (2)	2	7.4%

Decimal Number

Value	Count	Frequency (%)
1	920	34.0%
2	491	18.2%
5	453	16.8%
4	168	6.2%
3	166	6.1%
0	148	5.5%
6	111	4.1%
7	90	3.3%
8	80	3.0%
9	75	2.8%

Other Punctuation

Value	Count	Frequency (%)
,	17	70.8%
.	7	29.2%

Space Separator

Value	Count	Frequency (%)
	2814	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	397	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	107	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	107	100.0%

Math Symbol

Value	Count	Frequency (%)
~	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	9179	59.8%
Common	6154	40.1%
Latin	27	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	614	6.7%
울	608	6.6%
중	605	6.6%
시	604	6.6%
구	599	6.5%
특	595	6.5%
별	594	6.5%
지	589	6.4%
가	375	4.1%
동	327	3.6%
Other values (181)	3669	40.0%

Common

Value	Count	Frequency (%)
	2814	45.7%
1	920	14.9%
2	491	8.0%
5	453	7.4%
-	397	6.5%
4	168	2.7%
3	166	2.7%
0	148	2.4%
6	111	1.8%
(	107	1.7%
Other values (7)	379	6.2%

Latin

Value	Count	Frequency (%)
B	7	25.9%
C	4	14.8%
J	3	11.1%
D	3	11.1%
P	2	7.4%
G	2	7.4%
W	1	3.7%
I	1	3.7%
L	1	3.7%
O	1	3.7%
Other values (2)	2	7.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	9179	59.8%
ASCII	6181	40.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2814	45.5%
1	920	14.9%
2	491	7.9%
5	453	7.3%
-	397	6.4%
4	168	2.7%
3	166	2.7%
0	148	2.4%
6	111	1.8%
(	107	1.7%
Other values (19)	406	6.6%

Hangul

Value	Count	Frequency (%)
서	614	6.7%
울	608	6.6%
중	605	6.6%
시	604	6.6%
구	599	6.5%
특	595	6.5%
별	594	6.5%
지	589	6.4%
가	375	4.1%
동	327	3.6%
Other values (181)	3669	40.0%

도로명주소
Text

MISSING

Distinct	312
Distinct (%)	61.9%
Missing	92
Missing (%)	15.4%
Memory size	4.8 KiB

Length

Max length	53
Median length	48
Mean length	32.952381
Min length	21

Characters and Unicode

Total characters	16608
Distinct characters	232
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	285 ?
Unique (%)	56.5%

Sample

1st row	서울특별시 중구 소공로 119 (태평로2가,(지하1층))
2nd row	서울특별시 중구 마른내로 17-1 (저동2가,(지상1층))
3rd row	서울특별시 중구 퇴계로 173 (충무로3가)
4th row	서울특별시 중구 명동길 61 (명동1가)
5th row	서울특별시 중구 퇴계로 210 (필동2가)

Value	Count	Frequency (%)
서울특별시	504	15.3%
중구	503	15.3%
지하1층	223	6.8%
충무로1가	151	4.6%
소공로	128	3.9%
63	122	3.7%
1층	89	2.7%
남대문로	82	2.5%
소공동	80	2.4%
81	74	2.3%
Other values (532)	1330	40.5%

Most occurring characters

Value	Count	Frequency (%)
	2786	16.8%
1	957	5.8%
로	736	4.4%
)	550	3.3%
(	550	3.3%
,	537	3.2%
서	531	3.2%
시	519	3.1%
울	519	3.1%
구	518	3.1%
Other values (222)	8405	50.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9680	58.3%
Space Separator	2786	16.8%
Decimal Number	2395	14.4%
Close Punctuation	550	3.3%
Open Punctuation	550	3.3%
Other Punctuation	544	3.3%
Uppercase Letter	54	0.3%
Dash Punctuation	46	0.3%
Math Symbol	2	< 0.1%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
로	736	7.6%
서	531	5.5%
시	519	5.4%
울	519	5.4%
구	518	5.4%
중	514	5.3%
특	507	5.2%
별	504	5.2%
층	460	4.8%
지	417	4.3%
Other values (189)	4455	46.0%

Uppercase Letter

Value	Count	Frequency (%)
B	25	46.3%
C	5	9.3%
D	5	9.3%
P	3	5.6%
J	3	5.6%
A	2	3.7%
M	2	3.7%
G	2	3.7%
W	1	1.9%
Y	1	1.9%
Other values (5)	5	9.3%

Decimal Number

Value	Count	Frequency (%)
1	957	40.0%
2	271	11.3%
3	260	10.9%
6	216	9.0%
0	180	7.5%
8	134	5.6%
7	125	5.2%
4	116	4.8%
5	91	3.8%
9	45	1.9%

Other Punctuation

Value	Count	Frequency (%)
,	537	98.7%
.	7	1.3%

Space Separator

Value	Count	Frequency (%)
	2786	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	550	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	550	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	46	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Lowercase Letter

Value	Count	Frequency (%)
b	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	9680	58.3%
Common	6873	41.4%
Latin	55	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
로	736	7.6%
서	531	5.5%
시	519	5.4%
울	519	5.4%
구	518	5.4%
중	514	5.3%
특	507	5.2%
별	504	5.2%
층	460	4.8%
지	417	4.3%
Other values (189)	4455	46.0%

Common

Value	Count	Frequency (%)
	2786	40.5%
1	957	13.9%
)	550	8.0%
(	550	8.0%
,	537	7.8%
2	271	3.9%
3	260	3.8%
6	216	3.1%
0	180	2.6%
8	134	1.9%
Other values (7)	432	6.3%

Latin

Value	Count	Frequency (%)
B	25	45.5%
C	5	9.1%
D	5	9.1%
P	3	5.5%
J	3	5.5%
A	2	3.6%
M	2	3.6%
G	2	3.6%
W	1	1.8%
Y	1	1.8%
Other values (6)	6	10.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	9680	58.3%
ASCII	6928	41.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2786	40.2%
1	957	13.8%
)	550	7.9%
(	550	7.9%
,	537	7.8%
2	271	3.9%
3	260	3.8%
6	216	3.1%
0	180	2.6%
8	134	1.9%
Other values (23)	487	7.0%

Hangul

Value	Count	Frequency (%)
로	736	7.6%
서	531	5.5%
시	519	5.4%
울	519	5.4%
구	518	5.4%
중	514	5.3%
특	507	5.2%
별	504	5.2%
층	460	4.8%
지	417	4.3%
Other values (189)	4455	46.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	95
Distinct (%)	19.0%
Missing	96
Missing (%)	16.1%
Infinite	0
Infinite (%)	0.0%
Mean	4546.55

Minimum	4320
Maximum	4637
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.4 KiB

Quantile statistics

Minimum	4320
5-th percentile	4511.95
Q1	4530
median	4533
Q3	4563
95-th percentile	4618.05
Maximum	4637
Range	317
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	33.552153
Coefficient of variation (CV)	0.0073796952
Kurtosis	4.4003099
Mean	4546.55
Median Absolute Deviation (MAD)	3
Skewness	0.57257135
Sum	2273275
Variance	1125.747
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4530	157	26.3%
4533	80	13.4%
4563	12	2.0%
4509	12	2.0%
4534	8	1.3%
4561	7	1.2%
4515	7	1.2%
4637	7	1.2%
4572	6	1.0%
4526	6	1.0%
Other values (85)	198	33.2%
(Missing)	96	16.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4320	1	0.2%
4500	1	0.2%
4501	1	0.2%
4502	2	0.3%
4504	1	0.2%
4505	1	0.2%
4507	1	0.2%
4508	2	0.3%
4509	12	2.0%
4510	2	0.3%

Value	Count	Frequency (%)
4637	7	1.2%
4635	1	0.2%
4634	1	0.2%
4633	1	0.2%
4632	1	0.2%
4631	5	0.8%
4627	2	0.3%
4626	2	0.3%
4625	2	0.3%
4623	1	0.2%

사업장명
Text

Distinct	488
Distinct (%)	81.9%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

Length

Max length	37
Median length	26
Mean length	8.0587248
Min length	2

Characters and Unicode

Total characters	4803
Distinct characters	443
Distinct categories	9 ?
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	442 ?
Unique (%)	74.2%

Sample

1st row	(주)신세계조선호텔 베끼아에누보델리
2nd row	에릭케제르(EK)
3rd row	파리바게뜨
4th row	뚜레쥬르충무로극동점
5th row	케익나라몽블랑

Value	Count	Frequency (%)
연희양과점	26	3.0%
파리바게뜨	22	2.5%
달콤한위로	20	2.3%
본점	13	1.5%
던킨도너츠	10	1.1%
뚜레쥬르	9	1.0%
리암스	8	0.9%
명동점	8	0.9%
베이커리	6	0.7%
디피오리	6	0.7%
Other values (591)	743	85.3%

Most occurring characters

Value	Count	Frequency (%)
	275	5.7%
점	203	4.2%
리	172	3.6%
이	114	2.4%
스	101	2.1%
(	92	1.9%
)	92	1.9%
레	72	1.5%
베	58	1.2%
파	58	1.2%
Other values (433)	3566	74.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3903	81.3%
Space Separator	275	5.7%
Lowercase Letter	257	5.4%
Uppercase Letter	132	2.7%
Open Punctuation	92	1.9%
Close Punctuation	92	1.9%
Decimal Number	41	0.9%
Other Punctuation	10	0.2%
Modifier Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
점	203	5.2%
리	172	4.4%
이	114	2.9%
스	101	2.6%
레	72	1.8%
베	58	1.5%
파	58	1.5%
동	53	1.4%
트	53	1.4%
드	52	1.3%
Other values (371)	2967	76.0%

Uppercase Letter

Value	Count	Frequency (%)
D	13	9.8%
L	11	8.3%
B	11	8.3%
E	10	7.6%
A	10	7.6%
T	9	6.8%
K	7	5.3%
N	7	5.3%
S	6	4.5%
G	6	4.5%
Other values (14)	42	31.8%

Lowercase Letter

Value	Count	Frequency (%)
e	34	13.2%
i	25	9.7%
a	23	8.9%
o	21	8.2%
r	19	7.4%
n	18	7.0%
l	17	6.6%
t	15	5.8%
u	14	5.4%
s	13	5.1%
Other values (12)	58	22.6%

Decimal Number

Value	Count	Frequency (%)
1	9	22.0%
2	8	19.5%
3	8	19.5%
5	5	12.2%
9	4	9.8%
4	3	7.3%
6	2	4.9%
0	2	4.9%

Other Punctuation

Value	Count	Frequency (%)
.	5	50.0%
'	2	20.0%
&	2	20.0%
,	1	10.0%

Space Separator

Value	Count	Frequency (%)
	275	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	92	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	92	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3903	81.3%
Common	511	10.6%
Latin	389	8.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
점	203	5.2%
리	172	4.4%
이	114	2.9%
스	101	2.6%
레	72	1.8%
베	58	1.5%
파	58	1.5%
동	53	1.4%
트	53	1.4%
드	52	1.3%
Other values (371)	2967	76.0%

Latin

Value	Count	Frequency (%)
e	34	8.7%
i	25	6.4%
a	23	5.9%
o	21	5.4%
r	19	4.9%
n	18	4.6%
l	17	4.4%
t	15	3.9%
u	14	3.6%
D	13	3.3%
Other values (36)	190	48.8%

Common

Value	Count	Frequency (%)
	275	53.8%
(	92	18.0%
)	92	18.0%
1	9	1.8%
2	8	1.6%
3	8	1.6%
5	5	1.0%
.	5	1.0%
9	4	0.8%
4	3	0.6%
Other values (6)	10	2.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3902	81.2%
ASCII	900	18.7%
Compat Jamo	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	275	30.6%
(	92	10.2%
)	92	10.2%
e	34	3.8%
i	25	2.8%
a	23	2.6%
o	21	2.3%
r	19	2.1%
n	18	2.0%
l	17	1.9%
Other values (52)	284	31.6%

Hangul

Value	Count	Frequency (%)
점	203	5.2%
리	172	4.4%
이	114	2.9%
스	101	2.6%
레	72	1.8%
베	58	1.5%
파	58	1.5%
동	53	1.4%
트	53	1.4%
드	52	1.3%
Other values (370)	2966	76.0%

Compat Jamo

Value	Count	Frequency (%)
ㅅ	1	100.0%

최종수정일자
Date

Distinct	543
Distinct (%)	91.1%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

Minimum	2000-04-07 00:00:00
Maximum	2024-04-25 15:23:51

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

U	299
I	297

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	I

Common Values

Value	Count	Frequency (%)
U	299	50.2%
I	297	49.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	299	50.2%
i	297	49.8%

데이터갱신일자
Date

Distinct	259
Distinct (%)	43.5%
Missing	0
Missing (%)	0.0%
Memory size	4.8 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

CONSTANT

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

제과점영업	596

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
제과점영업	596	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
제과점영업	596	100.0%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	239
Distinct (%)	41.6%
Missing	21
Missing (%)	3.5%
Infinite	0
Infinite (%)	0.0%
Mean	198832.57

Minimum	196655.58
Maximum	201958.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.4 KiB

Quantile statistics

Minimum	196655.58
5-th percentile	197230.21
Q1	198253.9
median	198263.91
Q3	199375.19
95-th percentile	201444.03
Maximum	201958.2
Range	5302.6228
Interquartile range (IQR)	1121.2983

Descriptive statistics

Standard deviation	1260.3105
Coefficient of variation (CV)	0.0063385518
Kurtosis	-0.099876022
Mean	198832.57
Median Absolute Deviation (MAD)	168.1132
Skewness	1.0168584
Sum	1.1432873 × 10⁸
Variance	1588382.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
198263.90839194	125	21.0%
198259.65357739	90	15.1%
198253.896034899	46	7.7%
200613.510297669	11	1.8%
197230.206089772	8	1.3%
201823.908977364	7	1.2%
197612.995083649	5	0.8%
197620.676444642	5	0.8%
200219.373968049	4	0.7%
198921.241301241	3	0.5%
Other values (229)	271	45.5%
(Missing)	21	3.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
196655.581895878	1	0.2%
196691.269917831	1	0.2%
196728.729522546	1	0.2%
196746.506418769	1	0.2%
196864.942838297	3	0.5%
196873.878042516	1	0.2%
196948.933328771	1	0.2%
197036.394106154	1	0.2%
197047.239390501	1	0.2%
197063.020822371	2	0.3%

Value	Count	Frequency (%)
201958.204672457	1	0.2%
201866.039519433	2	0.3%
201859.57751126	1	0.2%
201823.908977364	7	1.2%
201792.385974356	1	0.2%
201697.627637864	1	0.2%
201693.294849784	1	0.2%
201686.07376784	1	0.2%
201678.367260135	1	0.2%
201676.280853428	1	0.2%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	239
Distinct (%)	41.6%
Missing	21
Missing (%)	3.5%
Infinite	0
Infinite (%)	0.0%
Mean	451096.31

Minimum	449638.82
Maximum	452076.82
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.4 KiB

Quantile statistics

Minimum	449638.82
5-th percentile	450339.4
Q1	450905.28
median	450960.76
Q3	451392.2
95-th percentile	451791.52
Maximum	452076.82
Range	2437.9944
Interquartile range (IQR)	486.91375

Descriptive statistics

Standard deviation	428.21373
Coefficient of variation (CV)	0.0009492734
Kurtosis	0.90786699
Mean	451096.31
Median Absolute Deviation (MAD)	325.2506
Skewness	-0.50726034
Sum	2.5938038 × 10⁸
Variance	183367
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
450960.762964932	125	21.0%
451392.198218657	90	15.1%
450905.28446798	46	7.7%
451817.515366883	11	1.8%
450446.684395506	8	1.3%
452076.818664092	7	1.2%
450539.857693464	5	0.8%
450361.506112161	5	0.8%
451288.387900531	4	0.7%
451495.985361171	3	0.5%
Other values (229)	271	45.5%
(Missing)	21	3.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
449638.824308081	3	0.5%
449670.613249189	1	0.2%
449687.143213423	2	0.3%
449777.515840267	1	0.2%
449991.726117085	3	0.5%
450010.190882608	1	0.2%
450014.537949042	1	0.2%
450049.376670602	2	0.3%
450093.361161044	1	0.2%
450126.414301168	1	0.2%

Value	Count	Frequency (%)
452076.818664092	7	1.2%
452009.399759421	1	0.2%
451995.163058	3	0.5%
451862.189542378	1	0.2%
451847.338754039	1	0.2%
451837.481623546	1	0.2%
451836.458256618	1	0.2%
451817.515366883	11	1.8%
451808.098341971	1	0.2%
451793.816975812	2	0.3%

위생업태명
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

제과점영업	394
<NA>	202

Length

Max length	5
Median length	5
Mean length	4.6610738
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
제과점영업	394	66.1%
<NA>	202	33.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
제과점영업	394	66.1%
na	202	33.9%

남성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	4.0%
Missing	446
Missing (%)	74.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.26

Minimum	0
Maximum	5
Zeros	127
Zeros (%)	21.3%
Negative	0
Negative (%)	0.0%
Memory size	5.4 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.73667127
Coefficient of variation (CV)	2.833351
Kurtosis	16.522593
Mean	0.26
Median Absolute Deviation (MAD)	0
Skewness	3.7311821
Sum	39
Variance	0.54268456
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	127	21.3%
1	13	2.2%
2	7	1.2%
4	1	0.2%
3	1	0.2%
5	1	0.2%
(Missing)	446	74.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	127	21.3%
1	13	2.2%
2	7	1.2%
3	1	0.2%
4	1	0.2%
5	1	0.2%

Value	Count	Frequency (%)
5	1	0.2%
4	1	0.2%
3	1	0.2%
2	7	1.2%
1	13	2.2%
0	127	21.3%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	4.7%
Missing	446
Missing (%)	74.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.46

Minimum	0
Maximum	10
Zeros	125
Zeros (%)	21.0%
Negative	0
Negative (%)	0.0%
Memory size	5.4 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	1.2618831
Coefficient of variation (CV)	2.7432242
Kurtosis	23.81291
Mean	0.46
Median Absolute Deviation (MAD)	0
Skewness	4.1739016
Sum	69
Variance	1.592349
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	125	21.0%
2	13	2.2%
3	7	1.2%
1	2	0.3%
4	1	0.2%
10	1	0.2%
6	1	0.2%
(Missing)	446	74.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	125	21.0%
1	2	0.3%
2	13	2.2%
3	7	1.2%
4	1	0.2%
6	1	0.2%
10	1	0.2%

Value	Count	Frequency (%)
10	1	0.2%
6	1	0.2%
4	1	0.2%
3	7	1.2%
2	13	2.2%
1	2	0.3%
0	125	21.0%

영업장주변구분명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

<NA>	531
기타	51
주택가주변	7
유흥업소밀집지역	5
아파트지역	1

Length

Max length	8
Median length	4
Mean length	3.8825503
Min length	2

Unique

Unique	2 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	531	89.1%
기타	51	8.6%
주택가주변	7	1.2%
유흥업소밀집지역	5	0.8%
아파트지역	1	0.2%
학교정화(상대)	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	531	89.1%
기타	51	8.6%
주택가주변	7	1.2%
유흥업소밀집지역	5	0.8%
아파트지역	1	0.2%
학교정화(상대	1	0.2%

등급구분명
Categorical

IMBALANCE

Distinct	7
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

<NA>	544
기타	29
우수	12
지도	6
을	2
Other values (2)	3

Length

Max length	4
Median length	4
Mean length	3.8187919
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

1st row	기타
2nd row	기타
3rd row	지도
4th row	을
5th row	지도

Common Values

Value	Count	Frequency (%)
<NA>	544	91.3%
기타	29	4.9%
우수	12	2.0%
지도	6	1.0%
을	2	0.3%
갑	2	0.3%
자율	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	544	91.3%
기타	29	4.9%
우수	12	2.0%
지도	6	1.0%
을	2	0.3%
갑	2	0.3%
자율	1	0.2%

급수시설구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

<NA>	459
상수도전용	136
상수도(음용)지하수(주방용)겸용	1

Length

Max length	17
Median length	4
Mean length	4.25
Min length	4

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	459	77.0%
상수도전용	136	22.8%
상수도(음용)지하수(주방용)겸용	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	459	77.0%
상수도전용	136	22.8%
상수도(음용)지하수(주방용)겸용	1	0.2%

총인원
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

<NA>	550
0	46

Length

Max length	4
Median length	4
Mean length	3.7684564
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>	550	92.3%
0	46	7.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	550	92.3%
0	46	7.7%

본사종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

<NA>	549
0	47

Length

Max length	4
Median length	4
Mean length	3.7634228
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>	549	92.1%
0	47	7.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	549	92.1%
0	47	7.9%

공장사무직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

<NA>	549
0	47

Length

Max length	4
Median length	4
Mean length	3.7634228
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>	549	92.1%
0	47	7.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	549	92.1%
0	47	7.9%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

<NA>	549
0	47

Length

Max length	4
Median length	4
Mean length	3.7634228
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>	549	92.1%
0	47	7.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	549	92.1%
0	47	7.9%

공장생산직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

<NA>	549
0	47

Length

Max length	4
Median length	4
Mean length	3.7634228
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>	549	92.1%
0	47	7.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	549	92.1%
0	47	7.9%

건물소유구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	596
Missing (%)	100.0%
Memory size	5.4 KiB

보증액
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

<NA>	549
0	47

Length

Max length	4
Median length	4
Mean length	3.7634228
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>	549	92.1%
0	47	7.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	549	92.1%
0	47	7.9%

월세액
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

<NA>	549
0	47

Length

Max length	4
Median length	4
Mean length	3.7634228
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>	549	92.1%
0	47	7.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	549	92.1%
0	47	7.9%

다중이용업소여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.5%
Missing	202
Missing (%)	33.9%
Memory size	1.3 KiB

False	386
True	8
(Missing)	202

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	386	64.8%
True	8	1.3%
(Missing)	202	33.9%

시설총규모
Real number (ℝ)

MISSING ZEROS

Distinct	258
Distinct (%)	65.5%
Missing	202
Missing (%)	33.9%
Infinite	0
Infinite (%)	0.0%
Mean	51.134975

Minimum	0
Maximum	789.63
Zeros	38
Zeros (%)	6.4%
Negative	0
Negative (%)	0.0%
Memory size	5.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	9.9
median	29.12
Q3	61.7025
95-th percentile	178.966
Maximum	789.63
Range	789.63
Interquartile range (IQR)	51.8025

Descriptive statistics

Standard deviation	75.695236
Coefficient of variation (CV)	1.4803026
Kurtosis	33.316589
Mean	51.134975
Median Absolute Deviation (MAD)	21.155
Skewness	4.6410764
Sum	20147.18
Variance	5729.7688
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	38	6.4%
9.9	16	2.7%
16.5	8	1.3%
6.6	7	1.2%
9.91	6	1.0%
9.0	6	1.0%
3.3	6	1.0%
8.26	6	1.0%
33.0	4	0.7%
6.61	4	0.7%
Other values (248)	293	49.2%
(Missing)	202	33.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	38	6.4%
3.0	2	0.3%
3.3	6	1.0%
3.91	1	0.2%
4.5	1	0.2%
4.95	1	0.2%
5.3	1	0.2%
5.4	1	0.2%
5.8	1	0.2%
6.0	4	0.7%

Value	Count	Frequency (%)
789.63	1	0.2%
617.77	1	0.2%
452.6	1	0.2%
417.02	1	0.2%
288.87	1	0.2%
264.0	1	0.2%
241.91	1	0.2%
229.0	2	0.3%
224.63	1	0.2%
222.26	1	0.2%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	596
Missing (%)	100.0%
Memory size	5.4 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	596
Missing (%)	100.0%
Memory size	5.4 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	596
Missing (%)	100.0%
Memory size	5.4 KiB

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	남성종사자수	여성종사자수	영업장주변구분명	등급구분명	급수시설구분명	총인원	본사종업원수	공장사무직종업원수	공장판매직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지
0	3010000	3010000-121-1970-00001	19700310	<NA>	3	폐업	2	폐업	20131223	<NA>	<NA>	<NA>	02 7710500	134.89	100070	서울특별시 중구 소공동 87-1번지	<NA>	<NA>	(주)신세계조선호텔 베끼아에누보델리	2013-04-08 11:15:08	I	2018-08-31 23:59:59.0	제과점영업	198172.151119	451350.969223	제과점영업	0	0	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	134.89	<NA>	<NA>	<NA>
1	3010000	3010000-121-1977-00001	19770331	<NA>	3	폐업	2	폐업	20191028	<NA>	<NA>	<NA>	02 3107100	229.00	100864	서울특별시 중구 태평로2가 23번지 (지하1층)	서울특별시 중구 소공로 119 (태평로2가,(지하1층))	4525	에릭케제르(EK)	2019-10-28 16:23:00	U	2019-10-30 02:40:00.0	제과점영업	197979.02123	451376.783372	제과점영업	0	0	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	229.0	<NA>	<NA>	<NA>
2	3010000	3010000-121-1977-00002	19770810	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0202753044	56.13	100032	서울특별시 중구 저동2가 75번지 (지상1층)	서울특별시 중구 마른내로 17-1 (저동2가,(지상1층))	4551	파리바게뜨	2015-08-12 13:03:45	I	2018-08-31 23:59:59.0	제과점영업	199028.604946	451410.68942	제과점영업	1	2	기타	지도	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	56.13	<NA>	<NA>	<NA>
3	3010000	3010000-121-1978-01894	19780805	<NA>	3	폐업	2	폐업	20180703	<NA>	<NA>	<NA>	02	58.90	100013	서울특별시 중구 충무로3가 60-1번지	서울특별시 중구 퇴계로 173 (충무로3가)	4554	뚜레쥬르충무로극동점	2018-07-03 11:25:21	I	2018-08-31 23:59:59.0	제과점영업	199145.324201	451040.432662	제과점영업	2	3	기타	을	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	58.9	<NA>	<NA>	<NA>
4	3010000	3010000-121-1979-01809	19790507	<NA>	3	폐업	2	폐업	20060615	<NA>	<NA>	<NA>	02 3924931	61.85	100859	서울특별시 중구 중림동 398-6번지	<NA>	<NA>	케익나라몽블랑	2001-10-08 00:00:00	I	2018-08-31 23:59:59.0	제과점영업	196691.269918	450743.675359	제과점영업	1	2	기타	지도	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	61.85	<NA>	<NA>	<NA>
5	3010000	3010000-121-1980-00001	19801223	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0207765671	41.23	100810	서울특별시 중구 명동2가 105-0번지	<NA>	<NA>	도향촌	2008-06-20 10:31:58	I	2018-08-31 23:59:59.0	제과점영업	198380.641346	451105.033104	제과점영업	0	0	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	41.23	<NA>	<NA>	<NA>
6	3010000	3010000-121-1983-01827	19830906	<NA>	3	폐업	2	폐업	20060714	<NA>	<NA>	<NA>	0202343030	50.60	100836	서울특별시 중구 신당동 471-0번지	<NA>	<NA>	앙트르메	2001-10-29 00:00:00	I	2018-08-31 23:59:59.0	제과점영업	<NA>	<NA>	제과점영업	1	2	기타	지도	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	50.6	<NA>	<NA>	<NA>
7	3010000	3010000-121-1983-01973	19830729	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0207561112	20.83	100021	서울특별시 중구 명동1가 6-3번지	서울특별시 중구 명동길 61 (명동1가)	4538	파티스리 에또끌레(Patisserie Etocle)	2016-03-17 15:53:57	I	2018-08-31 23:59:59.0	제과점영업	198662.073221	451337.206273	제과점영업	1	3	기타	지도	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	20.83	<NA>	<NA>	<NA>
8	3010000	3010000-121-1984-00001	19840824	<NA>	3	폐업	2	폐업	20150123	<NA>	<NA>	<NA>	0202677561	94.48	100272	서울특별시 중구 필동2가 15-2번지	서울특별시 중구 퇴계로 210 (필동2가)	4625	비알코리아(주)던킨도너츠충무로역점	2009-08-18 16:55:28	I	2018-08-31 23:59:59.0	제과점영업	199562.772927	451300.183411	제과점영업	0	0	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	94.48	<NA>	<NA>	<NA>
9	3010000	3010000-121-1986-01908	1986-07-05	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0222340452	61.75	100-450	서울특별시 중구 신당동 368-104 , 105 (2층)	서울특별시 중구 다산로 103 (신당동,, 105 (2층))	4598	화수분 베이커리	2023-12-06 11:03:27	U	2022-11-02 00:08:00.0	제과점영업	200771.361127	450126.414301	<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	남성종사자수	여성종사자수	영업장주변구분명	등급구분명	급수시설구분명	총인원	본사종업원수	공장사무직종업원수	공장판매직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지
586	3010000	3010000-121-2024-00007	2024-03-06	<NA>	3	폐업	2	폐업	2024-03-14	<NA>	<NA>	<NA>	<NA>	9.90	100-070	서울특별시 중구 소공동 1 롯데백화점 본점	서울특별시 중구 남대문로 81, 롯데백화점 본점 지1층 (소공동)	4533	데포르메	2024-03-15 04:15:09	U	2023-12-02 23:07:00.0	제과점영업	198259.653577	451392.198219	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
587	3010000	3010000-121-2024-00008	2024-03-07	<NA>	3	폐업	2	폐업	2024-03-14	<NA>	<NA>	<NA>	<NA>	0.90	100-070	서울특별시 중구 소공동 1 롯데백화점 본점	서울특별시 중구 남대문로 81, 롯데백화점 본점 지하1층 (소공동)	4533	마들젠	2024-03-15 04:15:09	U	2023-12-02 23:07:00.0	제과점영업	198259.653577	451392.198219	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
588	3010000	3010000-121-2024-00009	2024-03-21	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	33.30	100-070	서울특별시 중구 소공동 1 롯데백화점 본점	서울특별시 중구 남대문로 81, 롯데백화점 본점 지하1층 (소공동)	4533	콘디토리오븐	2024-03-21 16:56:16	I	2023-12-02 22:03:00.0	제과점영업	198259.653577	451392.198219	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
589	3010000	3010000-121-2024-00010	2024-03-22	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	35.49	100-053	서울특별시 중구 회현동3가 1-11 서울N스퀘어	서울특별시 중구 퇴계로 110, 서울N스퀘어 1층 103호 (회현동3가)	4631	서울페이스트리 명동점	2024-03-22 15:15:17	I	2023-12-02 22:04:00.0	제과점영업	198531.297995	450909.106572	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
590	3010000	3010000-121-2024-00011	2024-03-28	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 37895706	5.90	100-747	서울특별시 중구 충무로1가 52-5 신세계백화점건물	서울특별시 중구 소공로 63, 신세계백화점건물 지하1층 (충무로1가)	4530	오뗄두스	2024-03-28 17:36:48	I	2023-12-02 21:00:00.0	제과점영업	198263.908392	450960.762965	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
591	3010000	3010000-121-2024-00012	2024-03-29	<NA>	3	폐업	2	폐업	2024-04-18	<NA>	<NA>	<NA>	<NA>	10.00	100-747	서울특별시 중구 충무로1가 52-5 신세계백화점건물	서울특별시 중구 소공로 63, 신세계백화점건물 지하1층 (충무로1가)	4530	리암스	2024-04-19 04:15:08	U	2023-12-03 22:01:00.0	제과점영업	198263.908392	450960.762965	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
592	3010000	3010000-121-2024-00013	2024-04-22	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	13.89	100-070	서울특별시 중구 소공동 1 롯데백화점 본점	서울특별시 중구 남대문로 81, 롯데백화점 본점 지1층 (소공동)	4533	마망갸또 신사점	2024-04-22 16:04:40	I	2023-12-03 22:04:00.0	제과점영업	198259.653577	451392.198219	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
593	3010000	3010000-121-2024-00014	2024-04-23	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	71.20	100-864	서울특별시 중구 태평로2가 69-1	서울특별시 중구 세종대로14길 6-2, 1층 (태평로2가)	4526	푸르파파	2024-04-23 13:18:50	I	2023-12-03 22:05:00.0	제과점영업	197904.611069	451181.559973	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
594	3010000	3010000-121-2024-00015	2024-04-25	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 790 1013	7.65	100-070	서울특별시 중구 소공동 1 롯데백화점 본점	서울특별시 중구 남대문로 81, 롯데백화점 본점 지하1층 (소공동)	4533	팥알로	2024-04-25 11:43:07	I	2023-12-03 22:07:00.0	제과점영업	198259.653577	451392.198219	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
595	3010000	3010000-121-2024-00016	2024-04-25	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	3.30	100-070	서울특별시 중구 소공동 1 롯데백화점 본점	서울특별시 중구 남대문로 81, 롯데백화점 본점 지하1층 (소공동)	4533	만나당	2024-04-25 15:23:51	I	2023-12-03 22:07:00.0	제과점영업	198259.653577	451392.198219	<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

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block