gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	365
Missing cells	3255
Missing cells (%)	20.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	133.8 KiB
Average record size in memory	375.4 B

Variable types

Categorical	20
Text	7
DateTime	4
Unsupported	7
Numeric	5
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-18003/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`영업장주변구분명` is highly imbalanced (56.5%)	Imbalance
`건물소유구분명` is highly imbalanced (88.3%)	Imbalance
`다중이용업소여부` is highly imbalanced (96.6%)	Imbalance
`인허가취소일자` has 365 (100.0%) missing values	Missing
`폐업일자` has 194 (53.2%) missing values	Missing
`휴업시작일자` has 365 (100.0%) missing values	Missing
`휴업종료일자` has 365 (100.0%) missing values	Missing
`재개업일자` has 365 (100.0%) missing values	Missing
`전화번호` has 41 (11.2%) missing values	Missing
`소재지면적` has 8 (2.2%) missing values	Missing
`도로명주소` has 89 (24.4%) missing values	Missing
`도로명우편번호` has 97 (26.6%) missing values	Missing
`좌표정보(X)` has 14 (3.8%) missing values	Missing
`좌표정보(Y)` has 14 (3.8%) missing values	Missing
`본사종업원수` has 81 (22.2%) missing values	Missing
`다중이용업소여부` has 81 (22.2%) missing values	Missing
`시설총규모` has 81 (22.2%) missing values	Missing
`전통업소지정번호` has 365 (100.0%) missing values	Missing
`전통업소주된음식` has 365 (100.0%) missing values	Missing
`홈페이지` has 365 (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
`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
`본사종업원수` has 279 (76.4%) zeros	Zeros
`시설총규모` has 84 (23.0%) zeros	Zeros

Reproduction

Analysis started	2024-04-06 10:08:46.505061
Analysis finished	2024-04-06 10:08:47.893771
Duration	1.39 second
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	3.0 KiB

3010000	365

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	365	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3010000	365	100.0%

관리번호
Text

UNIQUE

Distinct	365
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

Length

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

Characters and Unicode

Total characters	8030
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	365 ?
Unique (%)	100.0%

Sample

1st row	3010000-105-1985-00028
2nd row	3010000-105-1987-00002
3rd row	3010000-105-1987-00003
4th row	3010000-105-1987-00004
5th row	3010000-105-1987-00005

Value	Count	Frequency (%)
3010000-105-1985-00028	1	0.3%
3010000-105-2007-00010	1	0.3%
3010000-105-2010-00006	1	0.3%
3010000-105-2010-00005	1	0.3%
3010000-105-2010-00004	1	0.3%
3010000-105-2010-00003	1	0.3%
3010000-105-2010-00002	1	0.3%
3010000-105-2010-00001	1	0.3%
3010000-105-2009-00004	1	0.3%
3010000-105-2009-00003	1	0.3%
Other values (355)	355	97.3%

Most occurring characters

Value	Count	Frequency (%)
0	3849	47.9%
1	1123	14.0%
-	1095	13.6%
3	470	5.9%
5	468	5.8%
2	379	4.7%
9	262	3.3%
8	111	1.4%
7	103	1.3%
4	94	1.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6935	86.4%
Dash Punctuation	1095	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3849	55.5%
1	1123	16.2%
3	470	6.8%
5	468	6.7%
2	379	5.5%
9	262	3.8%
8	111	1.6%
7	103	1.5%
4	94	1.4%
6	76	1.1%

Dash Punctuation

Value	Count	Frequency (%)
-	1095	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8030	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3849	47.9%
1	1123	14.0%
-	1095	13.6%
3	470	5.9%
5	468	5.8%
2	379	4.7%
9	262	3.3%
8	111	1.4%
7	103	1.3%
4	94	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8030	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3849	47.9%
1	1123	14.0%
-	1095	13.6%
3	470	5.9%
5	468	5.8%
2	379	4.7%
9	262	3.3%
8	111	1.4%
7	103	1.3%
4	94	1.2%

인허가일자
Date

Distinct	325
Distinct (%)	89.0%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

Minimum	1985-05-12 00:00:00
Maximum	2023-10-25 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	365
Missing (%)	100.0%
Memory size	3.3 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

1	194
3	171

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 (%)
1	194	53.2%
3	171	46.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	194	53.2%
3	171	46.8%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

영업/정상	194
폐업	171

Length

Max length	5
Median length	5
Mean length	3.5945205
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 (%)
영업/정상	194	53.2%
폐업	171	46.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	194	53.2%
폐업	171	46.8%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

1	194
2	171

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 (%)
1	194	53.2%
2	171	46.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	194	53.2%
2	171	46.8%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

영업	194
폐업	171

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 (%)
영업	194	53.2%
폐업	171	46.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업	194	53.2%
폐업	171	46.8%

폐업일자
Date

MISSING

Distinct	161
Distinct (%)	94.2%
Missing	194
Missing (%)	53.2%
Memory size	3.0 KiB

Minimum	1996-01-12 00:00:00
Maximum	2024-01-30 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	365
Missing (%)	100.0%
Memory size	3.3 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	365
Missing (%)	100.0%
Memory size	3.3 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	365
Missing (%)	100.0%
Memory size	3.3 KiB

전화번호
Text

MISSING

Distinct	301
Distinct (%)	92.9%
Missing	41
Missing (%)	11.2%
Memory size	3.0 KiB

Length

Max length	12
Median length	10
Mean length	10.157407
Min length	2

Characters and Unicode

Total characters	3291
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	285 ?
Unique (%)	88.0%

Sample

1st row	02 7762715
2nd row	02 0 0
3rd row	02 3920677
4th row	02 0
5th row	02 0 0

Value	Count	Frequency (%)
02	142	29.2%
0	19	3.9%
0221280181	2	0.4%
3921881	2	0.4%
729	2	0.4%
0222354000	2	0.4%
7756546	2	0.4%
7716829	2	0.4%
0222608951	2	0.4%
0222382211	2	0.4%
Other values (301)	309	63.6%

Most occurring characters

Value	Count	Frequency (%)
2	754	22.9%
0	624	19.0%
7	281	8.5%
3	265	8.1%
1	260	7.9%
	245	7.4%
5	194	5.9%
6	191	5.8%
8	173	5.3%
9	152	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3046	92.6%
Space Separator	245	7.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	754	24.8%
0	624	20.5%
7	281	9.2%
3	265	8.7%
1	260	8.5%
5	194	6.4%
6	191	6.3%
8	173	5.7%
9	152	5.0%
4	152	5.0%

Space Separator

Value	Count	Frequency (%)
	245	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3291	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	754	22.9%
0	624	19.0%
7	281	8.5%
3	265	8.1%
1	260	7.9%
	245	7.4%
5	194	5.9%
6	191	5.8%
8	173	5.3%
9	152	4.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3291	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	754	22.9%
0	624	19.0%
7	281	8.5%
3	265	8.1%
1	260	7.9%
	245	7.4%
5	194	5.9%
6	191	5.8%
8	173	5.3%
9	152	4.6%

소재지면적
Text

MISSING

Distinct	289
Distinct (%)	81.0%
Missing	8
Missing (%)	2.2%
Memory size	3.0 KiB

Length

Max length	8
Median length	7
Mean length	5.4677871
Min length	3

Characters and Unicode

Total characters	1952
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	252 ?
Unique (%)	70.6%

Sample

1st row	52.33
2nd row	73.79
3rd row	34.00
4th row	35.77
5th row	10.58

Value	Count	Frequency (%)
00	24	6.7%
66.00	4	1.1%
230.00	3	0.8%
12.00	3	0.8%
63.00	3	0.8%
66.78	3	0.8%
495.00	3	0.8%
16.50	3	0.8%
15.00	3	0.8%
74.40	2	0.6%
Other values (279)	306	85.7%

Most occurring characters

Value	Count	Frequency (%)
0	444	22.7%
.	357	18.3%
1	191	9.8%
2	155	7.9%
3	134	6.9%
5	125	6.4%
6	118	6.0%
4	111	5.7%
8	104	5.3%
7	98	5.0%
Other values (2)	115	5.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1574	80.6%
Other Punctuation	378	19.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	444	28.2%
1	191	12.1%
2	155	9.8%
3	134	8.5%
5	125	7.9%
6	118	7.5%
4	111	7.1%
8	104	6.6%
7	98	6.2%
9	94	6.0%

Other Punctuation

Value	Count	Frequency (%)
.	357	94.4%
,	21	5.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	1952	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	444	22.7%
.	357	18.3%
1	191	9.8%
2	155	7.9%
3	134	6.9%
5	125	6.4%
6	118	6.0%
4	111	5.7%
8	104	5.3%
7	98	5.0%
Other values (2)	115	5.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1952	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	444	22.7%
.	357	18.3%
1	191	9.8%
2	155	7.9%
3	134	6.9%
5	125	6.4%
6	118	6.0%
4	111	5.7%
8	104	5.3%
7	98	5.0%
Other values (2)	115	5.9%

소재지우편번호
Text

Distinct	145
Distinct (%)	39.7%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

Length

Max length	7
Median length	6
Mean length	6.1369863
Min length	6

Characters and Unicode

Total characters	2240
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	68 ?
Unique (%)	18.6%

Sample

1st row	100810
2nd row	100162
3rd row	100371
4th row	100210
5th row	100101

Value	Count	Frequency (%)
100250	13	3.6%
100450	10	2.7%
100092	9	2.5%
100011	9	2.5%
100032	9	2.5%
100856	9	2.5%
100162	8	2.2%
100802	8	2.2%
100101	7	1.9%
100120	7	1.9%
Other values (135)	276	75.6%

Most occurring characters

Value	Count	Frequency (%)
0	924	41.2%
1	509	22.7%
8	190	8.5%
2	132	5.9%
5	95	4.2%
4	90	4.0%
3	81	3.6%
9	61	2.7%
7	59	2.6%
-	50	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2190	97.8%
Dash Punctuation	50	2.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	924	42.2%
1	509	23.2%
8	190	8.7%
2	132	6.0%
5	95	4.3%
4	90	4.1%
3	81	3.7%
9	61	2.8%
7	59	2.7%
6	49	2.2%

Dash Punctuation

Value	Count	Frequency (%)
-	50	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2240	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	924	41.2%
1	509	22.7%
8	190	8.5%
2	132	5.9%
5	95	4.2%
4	90	4.0%
3	81	3.6%
9	61	2.7%
7	59	2.6%
-	50	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2240	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	924	41.2%
1	509	22.7%
8	190	8.5%
2	132	5.9%
5	95	4.2%
4	90	4.0%
3	81	3.6%
9	61	2.7%
7	59	2.6%
-	50	2.2%

지번주소
Text

Distinct	345
Distinct (%)	94.5%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

Length

Max length	48
Median length	39
Mean length	24.731507
Min length	14

Characters and Unicode

Total characters	9027
Distinct characters	234
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	325 ?
Unique (%)	89.0%

Sample

1st row	서울특별시 중구 명동2가 51-14번지
2nd row	서울특별시 중구 봉래동2가 168-0번지
3rd row	서울특별시 중구 만리동1가 62-7번지
4th row	서울특별시 중구 수하동 50-0번지 집단급식소
5th row	서울특별시 중구 태평로1가 29-1번지

Value	Count	Frequency (%)
서울특별시	365	20.9%
중구	365	20.9%
신당동	63	3.6%
지하1층	36	2.1%
을지로2가	24	1.4%
지하2층	23	1.3%
남대문로5가	16	0.9%
장충동2가	16	0.9%
예장동	15	0.9%
충무로1가	12	0.7%
Other values (506)	808	46.4%

Most occurring characters

Value	Count	Frequency (%)
	1660	18.4%
1	407	4.5%
지	396	4.4%
서	386	4.3%
울	379	4.2%
중	378	4.2%
별	372	4.1%
시	370	4.1%
구	368	4.1%
특	367	4.1%
Other values (224)	3944	43.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	5341	59.2%
Decimal Number	1662	18.4%
Space Separator	1660	18.4%
Dash Punctuation	281	3.1%
Open Punctuation	27	0.3%
Close Punctuation	27	0.3%
Uppercase Letter	12	0.1%
Other Punctuation	9	0.1%
Lowercase Letter	6	0.1%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
지	396	7.4%
서	386	7.2%
울	379	7.1%
중	378	7.1%
별	372	7.0%
시	370	6.9%
구	368	6.9%
특	367	6.9%
동	277	5.2%
번	246	4.6%
Other values (194)	1802	33.7%

Decimal Number

Value	Count	Frequency (%)
1	407	24.5%
2	333	20.0%
0	170	10.2%
3	155	9.3%
5	153	9.2%
6	115	6.9%
4	112	6.7%
8	86	5.2%
7	70	4.2%
9	61	3.7%

Uppercase Letter

Value	Count	Frequency (%)
K	3	25.0%
S	2	16.7%
A	2	16.7%
L	1	8.3%
B	1	8.3%
T	1	8.3%
I	1	8.3%
M	1	8.3%

Lowercase Letter

Value	Count	Frequency (%)
s	2	33.3%
e	1	16.7%
k	1	16.7%
x	1	16.7%
t	1	16.7%

Other Punctuation

Value	Count	Frequency (%)
,	8	88.9%
&	1	11.1%

Space Separator

Value	Count	Frequency (%)
	1660	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	281	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	27	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	27	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	5341	59.2%
Common	3668	40.6%
Latin	18	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
지	396	7.4%
서	386	7.2%
울	379	7.1%
중	378	7.1%
별	372	7.0%
시	370	6.9%
구	368	6.9%
특	367	6.9%
동	277	5.2%
번	246	4.6%
Other values (194)	1802	33.7%

Common

Value	Count	Frequency (%)
	1660	45.3%
1	407	11.1%
2	333	9.1%
-	281	7.7%
0	170	4.6%
3	155	4.2%
5	153	4.2%
6	115	3.1%
4	112	3.1%
8	86	2.3%
Other values (7)	196	5.3%

Latin

Value	Count	Frequency (%)
K	3	16.7%
S	2	11.1%
A	2	11.1%
s	2	11.1%
L	1	5.6%
B	1	5.6%
T	1	5.6%
e	1	5.6%
I	1	5.6%
k	1	5.6%
Other values (3)	3	16.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	5341	59.2%
ASCII	3686	40.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1660	45.0%
1	407	11.0%
2	333	9.0%
-	281	7.6%
0	170	4.6%
3	155	4.2%
5	153	4.2%
6	115	3.1%
4	112	3.0%
8	86	2.3%
Other values (20)	214	5.8%

Hangul

Value	Count	Frequency (%)
지	396	7.4%
서	386	7.2%
울	379	7.1%
중	378	7.1%
별	372	7.0%
시	370	6.9%
구	368	6.9%
특	367	6.9%
동	277	5.2%
번	246	4.6%
Other values (194)	1802	33.7%

도로명주소
Text

MISSING

Distinct	267
Distinct (%)	96.7%
Missing	89
Missing (%)	24.4%
Memory size	3.0 KiB

Length

Max length	53
Median length	42
Mean length	29.778986
Min length	19

Characters and Unicode

Total characters	8219
Distinct characters	252
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	260 ?
Unique (%)	94.2%

Sample

1st row	서울특별시 중구 을지로 30 (소공동)
2nd row	서울특별시 중구 소공로 109 (소공동, 지하1층)
3rd row	서울특별시 중구 남대문로 81, 15층 (소공동)
4th row	서울특별시 중구 서소문로 117 (서소문동)
5th row	서울특별시 중구 소월로 50 (남대문로5가, 지하2층)

Value	Count	Frequency (%)
서울특별시	276	16.9%
중구	276	16.9%
신당동	46	2.8%
지하1층	33	2.0%
을지로	31	1.9%
퇴계로	26	1.6%
지하2층	24	1.5%
을지로2가	15	0.9%
30	15	0.9%
2층	14	0.9%
Other values (448)	877	53.7%

Most occurring characters

Value	Count	Frequency (%)
	1359	16.5%
로	347	4.2%
서	304	3.7%
)	297	3.6%
(	297	3.6%
울	290	3.5%
중	289	3.5%
구	284	3.5%
별	284	3.5%
시	280	3.4%
Other values (242)	4188	51.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4890	59.5%
Space Separator	1359	16.5%
Decimal Number	1140	13.9%
Close Punctuation	297	3.6%
Open Punctuation	297	3.6%
Other Punctuation	202	2.5%
Uppercase Letter	16	0.2%
Dash Punctuation	10	0.1%
Lowercase Letter	6	0.1%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
로	347	7.1%
서	304	6.2%
울	290	5.9%
중	289	5.9%
구	284	5.8%
별	284	5.8%
시	280	5.7%
특	278	5.7%
동	261	5.3%
지	175	3.6%
Other values (209)	2098	42.9%

Decimal Number

Value	Count	Frequency (%)
1	259	22.7%
2	237	20.8%
3	130	11.4%
5	105	9.2%
0	91	8.0%
4	80	7.0%
6	72	6.3%
8	59	5.2%
9	54	4.7%
7	53	4.6%

Uppercase Letter

Value	Count	Frequency (%)
K	4	25.0%
S	3	18.8%
A	2	12.5%
T	1	6.2%
B	1	6.2%
L	1	6.2%
I	1	6.2%
J	1	6.2%
C	1	6.2%
M	1	6.2%

Lowercase Letter

Value	Count	Frequency (%)
s	2	33.3%
e	1	16.7%
k	1	16.7%
x	1	16.7%
t	1	16.7%

Other Punctuation

Value	Count	Frequency (%)
,	200	99.0%
&	1	0.5%
.	1	0.5%

Space Separator

Value	Count	Frequency (%)
	1359	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	297	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	297	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	10	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4890	59.5%
Common	3307	40.2%
Latin	22	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
로	347	7.1%
서	304	6.2%
울	290	5.9%
중	289	5.9%
구	284	5.8%
별	284	5.8%
시	280	5.7%
특	278	5.7%
동	261	5.3%
지	175	3.6%
Other values (209)	2098	42.9%

Common

Value	Count	Frequency (%)
	1359	41.1%
)	297	9.0%
(	297	9.0%
1	259	7.8%
2	237	7.2%
,	200	6.0%
3	130	3.9%
5	105	3.2%
0	91	2.8%
4	80	2.4%
Other values (8)	252	7.6%

Latin

Value	Count	Frequency (%)
K	4	18.2%
S	3	13.6%
A	2	9.1%
s	2	9.1%
T	1	4.5%
B	1	4.5%
L	1	4.5%
I	1	4.5%
e	1	4.5%
J	1	4.5%
Other values (5)	5	22.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4890	59.5%
ASCII	3329	40.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1359	40.8%
)	297	8.9%
(	297	8.9%
1	259	7.8%
2	237	7.1%
,	200	6.0%
3	130	3.9%
5	105	3.2%
0	91	2.7%
4	80	2.4%
Other values (23)	274	8.2%

Hangul

Value	Count	Frequency (%)
로	347	7.1%
서	304	6.2%
울	290	5.9%
중	289	5.9%
구	284	5.8%
별	284	5.8%
시	280	5.7%
특	278	5.7%
동	261	5.3%
지	175	3.6%
Other values (209)	2098	42.9%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	104
Distinct (%)	38.8%
Missing	97
Missing (%)	26.6%
Infinite	0
Infinite (%)	0.0%
Mean	4565.944

Minimum	4500
Maximum	4637
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.3 KiB

Quantile statistics

Minimum	4500
5-th percentile	4509
Q1	4527
median	4560
Q3	4605
95-th percentile	4632.65
Maximum	4637
Range	137
Interquartile range (IQR)	78

Descriptive statistics

Standard deviation	42.957873
Coefficient of variation (CV)	0.0094083224
Kurtosis	-1.3693206
Mean	4565.944
Median Absolute Deviation (MAD)	37
Skewness	0.20269547
Sum	1223673
Variance	1845.3789
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4628	9	2.5%
4516	8	2.2%
4637	8	2.2%
4523	7	1.9%
4538	6	1.6%
4509	6	1.6%
4620	6	1.6%
4539	5	1.4%
4579	5	1.4%
4548	5	1.4%
Other values (94)	203	55.6%
(Missing)	97	26.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4500	4	1.1%
4501	1	0.3%
4502	1	0.3%
4505	2	0.5%
4506	3	0.8%
4507	1	0.3%
4508	1	0.3%
4509	6	1.6%
4510	2	0.5%
4511	2	0.5%

Value	Count	Frequency (%)
4637	8	2.2%
4636	1	0.3%
4635	2	0.5%
4634	2	0.5%
4633	1	0.3%
4632	1	0.3%
4631	5	1.4%
4630	1	0.3%
4629	4	1.1%
4628	9	2.5%

사업장명
Text

Distinct	342
Distinct (%)	93.7%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

Length

Max length	30
Median length	20
Mean length	8.9561644
Min length	2

Characters and Unicode

Total characters	3269
Distinct characters	332
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	321 ?
Unique (%)	87.9%

Sample

1st row	(주)에스콰이아
2nd row	철도청
3rd row	고려서적(주)
4th row	동국제강
5th row	뉴-서울호텔

Value	Count	Frequency (%)
주식회사	10	2.1%
어린이집	10	2.1%
직원식당	8	1.6%
구내식당	6	1.2%
주)신세계	5	1.0%
서울종합방재센터	3	0.6%
직장어린이집	3	0.6%
본점	3	0.6%
주)조선호텔앤리조트	3	0.6%
서울특별시	3	0.6%
Other values (391)	433	88.9%

Most occurring characters

Value	Count	Frequency (%)
	121	3.7%
주	104	3.2%
(	101	3.1%
)	101	3.1%
이	89	2.7%
서	67	2.0%
어	62	1.9%
원	57	1.7%
집	56	1.7%
교	56	1.7%
Other values (322)	2455	75.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2892	88.5%
Space Separator	122	3.7%
Open Punctuation	101	3.1%
Close Punctuation	101	3.1%
Uppercase Letter	42	1.3%
Decimal Number	5	0.2%
Other Punctuation	4	0.1%
Letter Number	1	< 0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	104	3.6%
이	89	3.1%
서	67	2.3%
어	62	2.1%
원	57	2.0%
집	56	1.9%
교	56	1.9%
울	55	1.9%
린	55	1.9%
학	53	1.8%
Other values (297)	2238	77.4%

Uppercase Letter

Value	Count	Frequency (%)
K	11	26.2%
S	9	21.4%
T	5	11.9%
C	3	7.1%
L	3	7.1%
D	2	4.8%
G	2	4.8%
J	2	4.8%
B	1	2.4%
X	1	2.4%
Other values (3)	3	7.1%

Decimal Number

Value	Count	Frequency (%)
2	2	40.0%
5	2	40.0%
7	1	20.0%

Other Punctuation

Value	Count	Frequency (%)
&	2	50.0%
!	1	25.0%
.	1	25.0%

Space Separator

Value	Count	Frequency (%)
	121	99.2%
	1	0.8%

Open Punctuation

Value	Count	Frequency (%)
(	101	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	101	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2892	88.5%
Common	334	10.2%
Latin	43	1.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	104	3.6%
이	89	3.1%
서	67	2.3%
어	62	2.1%
원	57	2.0%
집	56	1.9%
교	56	1.9%
울	55	1.9%
린	55	1.9%
학	53	1.8%
Other values (297)	2238	77.4%

Latin

Value	Count	Frequency (%)
K	11	25.6%
S	9	20.9%
T	5	11.6%
C	3	7.0%
L	3	7.0%
D	2	4.7%
G	2	4.7%
J	2	4.7%
B	1	2.3%
X	1	2.3%
Other values (4)	4	9.3%

Common

Value	Count	Frequency (%)
	121	36.2%
(	101	30.2%
)	101	30.2%
2	2	0.6%
&	2	0.6%
5	2	0.6%
!	1	0.3%
7	1	0.3%
	1	0.3%
-	1	0.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2892	88.5%
ASCII	375	11.5%
Number Forms	1	< 0.1%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	121	32.3%
(	101	26.9%
)	101	26.9%
K	11	2.9%
S	9	2.4%
T	5	1.3%
C	3	0.8%
L	3	0.8%
D	2	0.5%
2	2	0.5%
Other values (13)	17	4.5%

Hangul

Value	Count	Frequency (%)
주	104	3.6%
이	89	3.1%
서	67	2.3%
어	62	2.1%
원	57	2.0%
집	56	1.9%
교	56	1.9%
울	55	1.9%
린	55	1.9%
학	53	1.8%
Other values (297)	2238	77.4%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

None

Value	Count	Frequency (%)
	1	100.0%

최종수정일자
Date

Distinct	335
Distinct (%)	91.8%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

Minimum	1999-04-24 00:00:00
Maximum	2024-03-28 16:02:38

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

I	234
U	131

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	234	64.1%
U	131	35.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	234	64.1%
u	131	35.9%

데이터갱신일자
Date

Distinct	132
Distinct (%)	36.2%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-03 00:06:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	8
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

집단급식소	124
산업체	105
어린이집	58
학교	35
공공기관	16
Other values (3)	27

Length

Max length	8
Median length	6
Mean length	3.9479452
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
집단급식소	124	34.0%
산업체	105	28.8%
어린이집	58	15.9%
학교	35	9.6%
공공기관	16	4.4%
사회복지시설	14	3.8%
병원	8	2.2%
기타 집단급식소	5	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
집단급식소	129	34.9%
산업체	105	28.4%
어린이집	58	15.7%
학교	35	9.5%
공공기관	16	4.3%
사회복지시설	14	3.8%
병원	8	2.2%
기타	5	1.4%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	251
Distinct (%)	71.5%
Missing	14
Missing (%)	3.8%
Infinite	0
Infinite (%)	0.0%
Mean	199087.53

Minimum	196614.67
Maximum	202128.14
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.3 KiB

Quantile statistics

Minimum	196614.67
5-th percentile	197143.1
Q1	198043.64
median	198744.43
Q3	200233.41
95-th percentile	201700.26
Maximum	202128.14
Range	5513.4707
Interquartile range (IQR)	2189.7747

Descriptive statistics

Standard deviation	1412.4386
Coefficient of variation (CV)	0.007094561
Kurtosis	-0.88721187
Mean	199087.53
Median Absolute Deviation (MAD)	1004.9867
Skewness	0.44383445
Sum	69879724
Variance	1994982.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
199803.37296067	6	1.6%
197243.215346366	5	1.4%
198562.632745775	4	1.1%
198519.736197762	4	1.1%
198611.239939362	3	0.8%
200219.373968049	3	0.8%
201362.695573425	3	0.8%
201944.611391747	3	0.8%
197143.10408516	3	0.8%
199145.32420106	3	0.8%
Other values (241)	314	86.0%
(Missing)	14	3.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
196614.666296856	1	0.3%
196700.055871163	1	0.3%
196746.506418769	1	0.3%
196749.444934893	1	0.3%
196757.683195655	1	0.3%
196943.320394325	1	0.3%
196948.933328771	2	0.5%
196981.426086312	1	0.3%
197032.923485936	1	0.3%
197034.02843741	1	0.3%

Value	Count	Frequency (%)
202128.136971071	1	0.3%
201945.852349721	2	0.5%
201944.611391747	3	0.8%
201918.878798555	1	0.3%
201903.052184536	2	0.5%
201866.039519433	1	0.3%
201852.931048042	2	0.5%
201823.908977364	1	0.3%
201771.959333334	1	0.3%
201720.475374655	2	0.5%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	251
Distinct (%)	71.5%
Missing	14
Missing (%)	3.8%
Infinite	0
Infinite (%)	0.0%
Mean	451012.55

Minimum	449361.32
Maximum	452076.82
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.3 KiB

Quantile statistics

Minimum	449361.32
5-th percentile	450075.94
Q1	450679.5
median	451040.43
Q3	451438.22
95-th percentile	451755.23
Maximum	452076.82
Range	2715.5002
Interquartile range (IQR)	758.72067

Descriptive statistics

Standard deviation	523.72593
Coefficient of variation (CV)	0.0011612225
Kurtosis	-0.28963309
Mean	451012.55
Median Absolute Deviation (MAD)	383.08765
Skewness	-0.51106722
Sum	1.583054 × 10⁸
Variance	274288.85
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
450779.092503874	6	1.6%
450655.104239931	5	1.4%
450975.116406048	4	1.1%
451570.324241735	4	1.1%
451473.248315455	3	0.8%
451288.387900531	3	0.8%
451177.222462071	3	0.8%
451423.520308245	3	0.8%
451569.761397214	3	0.8%
451040.432662092	3	0.8%
Other values (241)	314	86.0%
(Missing)	14	3.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
449361.318495913	1	0.3%
449391.341799319	1	0.3%
449638.824308081	2	0.5%
449809.744684888	2	0.5%
449859.454550281	1	0.3%
449877.44410054	2	0.5%
449879.351185815	1	0.3%
449952.509481192	2	0.5%
450007.085555684	1	0.3%
450010.47643147	1	0.3%

Value	Count	Frequency (%)
452076.818664092	1	0.3%
451995.163058	1	0.3%
451851.925540893	1	0.3%
451837.180272831	2	0.5%
451836.458256618	1	0.3%
451829.96432958	2	0.5%
451808.098341971	1	0.3%
451808.048376715	1	0.3%
451807.073619232	1	0.3%
451804.346043518	2	0.5%

위생업태명
Categorical

Distinct	9
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

집단급식소	124
<NA>	81
산업체	61
어린이집	39
학교	27
Other values (4)	33

Length

Max length	8
Median length	6
Mean length	4.0794521
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
집단급식소	124	34.0%
<NA>	81	22.2%
산업체	61	16.7%
어린이집	39	10.7%
학교	27	7.4%
공공기관	12	3.3%
사회복지시설	11	3.0%
병원	7	1.9%
기타 집단급식소	3	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
집단급식소	127	34.5%
na	81	22.0%
산업체	61	16.6%
어린이집	39	10.6%
학교	27	7.3%
공공기관	12	3.3%
사회복지시설	11	3.0%
병원	7	1.9%
기타	3	0.8%

남성종사자수
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

0	284
<NA>	81

Length

Max length	4
Median length	1
Mean length	1.6657534
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	284	77.8%
<NA>	81	22.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	284	77.8%
na	81	22.2%

여성종사자수
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

0	284
<NA>	81

Length

Max length	4
Median length	1
Mean length	1.6657534
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	284	77.8%
<NA>	81	22.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	284	77.8%
na	81	22.2%

영업장주변구분명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

<NA>	235
기타	127
학교정화(상대)	1
주택가주변	1
학교정화(절대)	1

Length

Max length	8
Median length	4
Mean length	3.3287671
Min length	2

Unique

Unique	3 ?
Unique (%)	0.8%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	235	64.4%
기타	127	34.8%
학교정화(상대)	1	0.3%
주택가주변	1	0.3%
학교정화(절대)	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	235	64.4%
기타	127	34.8%
학교정화(상대	1	0.3%
주택가주변	1	0.3%
학교정화(절대	1	0.3%

등급구분명
Categorical

Distinct	3
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

<NA>	235
기타	128
자율	2

Length

Max length	4
Median length	4
Mean length	3.2876712
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	235	64.4%
기타	128	35.1%
자율	2	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	235	64.4%
기타	128	35.1%
자율	2	0.5%

급수시설구분명
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

<NA>	219
상수도전용	146

Length

Max length	5
Median length	4
Mean length	4.4
Min length	4

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>	219	60.0%
상수도전용	146	40.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	219	60.0%
상수도전용	146	40.0%

총인원
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

0	284
<NA>	81

Length

Max length	4
Median length	1
Mean length	1.6657534
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	284	77.8%
<NA>	81	22.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	284	77.8%
na	81	22.2%

본사종업원수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	2.1%
Missing	81
Missing (%)	22.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.1971831

Minimum	0
Maximum	22
Zeros	279
Zeros (%)	76.4%
Negative	0
Negative (%)	0.0%
Memory size	3.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	22
Range	22
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.8407996
Coefficient of variation (CV)	9.3354838
Kurtosis	117.36806
Mean	0.1971831
Median Absolute Deviation (MAD)	0
Skewness	10.63348
Sum	56
Variance	3.3885433
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	279	76.4%
1	1	0.3%
6	1	0.3%
7	1	0.3%
22	1	0.3%
20	1	0.3%
(Missing)	81	22.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	279	76.4%
1	1	0.3%
6	1	0.3%
7	1	0.3%
20	1	0.3%
22	1	0.3%

Value	Count	Frequency (%)
22	1	0.3%
20	1	0.3%
7	1	0.3%
6	1	0.3%
1	1	0.3%
0	279	76.4%

공장사무직종업원수
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

0	284
<NA>	81

Length

Max length	4
Median length	1
Mean length	1.6657534
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	284	77.8%
<NA>	81	22.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	284	77.8%
na	81	22.2%

공장판매직종업원수
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

0	284
<NA>	81

Length

Max length	4
Median length	1
Mean length	1.6657534
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	284	77.8%
<NA>	81	22.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	284	77.8%
na	81	22.2%

공장생산직종업원수
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

0	284
<NA>	81

Length

Max length	4
Median length	1
Mean length	1.6657534
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	284	77.8%
<NA>	81	22.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	284	77.8%
na	81	22.2%

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

<NA>	356
자가	7
임대	2

Length

Max length	4
Median length	4
Mean length	3.9506849
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	356	97.5%
자가	7	1.9%
임대	2	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	356	97.5%
자가	7	1.9%
임대	2	0.5%

보증액
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

0	284
<NA>	81

Length

Max length	4
Median length	1
Mean length	1.6657534
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	284	77.8%
<NA>	81	22.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	284	77.8%
na	81	22.2%

월세액
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.0 KiB

0	284
<NA>	81

Length

Max length	4
Median length	1
Mean length	1.6657534
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	284	77.8%
<NA>	81	22.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	284	77.8%
na	81	22.2%

다중이용업소여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.7%
Missing	81
Missing (%)	22.2%
Memory size	862.0 B

False	283
True	1
(Missing)	81

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	283	77.5%
True	1	0.3%
(Missing)	81	22.2%

시설총규모
Real number (ℝ)

MISSING ZEROS

Distinct	196
Distinct (%)	69.0%
Missing	81
Missing (%)	22.2%
Infinite	0
Infinite (%)	0.0%
Mean	248.24993

Minimum	0
Maximum	4066.8
Zeros	84
Zeros (%)	23.0%
Negative	0
Negative (%)	0.0%
Memory size	3.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	90.385
Q3	367.925
95-th percentile	919.2
Maximum	4066.8
Range	4066.8
Interquartile range (IQR)	367.925

Descriptive statistics

Standard deviation	424.61988
Coefficient of variation (CV)	1.7104532
Kurtosis	31.738
Mean	248.24993
Median Absolute Deviation (MAD)	90.385
Skewness	4.6370582
Sum	70502.98
Variance	180302.04
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	84	23.0%
14.0	2	0.5%
29.7	2	0.5%
70.0	2	0.5%
30.0	2	0.5%
15.0	2	0.5%
126.16	1	0.3%
229.0	1	0.3%
99.0	1	0.3%
303.4	1	0.3%
Other values (186)	186	51.0%
(Missing)	81	22.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	84	23.0%
6.14	1	0.3%
9.0	1	0.3%
12.0	1	0.3%
12.24	1	0.3%
14.0	2	0.5%
14.87	1	0.3%
15.0	2	0.5%
16.52	1	0.3%
16.95	1	0.3%

Value	Count	Frequency (%)
4066.8	1	0.3%
2861.0	1	0.3%
2766.52	1	0.3%
1957.0	1	0.3%
1152.78	1	0.3%
1136.15	1	0.3%
1045.54	1	0.3%
1000.03	1	0.3%
968.55	1	0.3%
959.1	1	0.3%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	365
Missing (%)	100.0%
Memory size	3.3 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	365
Missing (%)	100.0%
Memory size	3.3 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	365
Missing (%)	100.0%
Memory size	3.3 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	3010000-105-1985-00028	19850512	<NA>	3	폐업	2	폐업	20090602	<NA>	<NA>	<NA>	02 7762715	52.33	100810	서울특별시 중구 명동2가 51-14번지	<NA>	<NA>	(주)에스콰이아	2008-08-14 11:39:37	I	2018-08-31 23:59:59.0	집단급식소	198539.246462	451217.150102	집단급식소	0	0	기타	기타	<NA>	0	0	0	0	0	<NA>	0	0	N	230.83	<NA>	<NA>	<NA>
1	3010000	3010000-105-1987-00002	19870513	<NA>	3	폐업	2	폐업	19981104	<NA>	<NA>	<NA>	02 0 0	73.79	100162	서울특별시 중구 봉래동2가 168-0번지	<NA>	<NA>	철도청	2001-10-08 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	<NA>	<NA>	집단급식소	0	0	기타	기타	<NA>	0	0	0	0	0	<NA>	0	0	N	478.0	<NA>	<NA>	<NA>
2	3010000	3010000-105-1987-00003	19870513	<NA>	3	폐업	2	폐업	20001019	<NA>	<NA>	<NA>	02 3920677	34.00	100371	서울특별시 중구 만리동1가 62-7번지	<NA>	<NA>	고려서적(주)	2001-10-08 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	197034.028437	450305.644873	집단급식소	0	0	기타	기타	<NA>	0	0	0	0	0	<NA>	0	0	N	81.02	<NA>	<NA>	<NA>
3	3010000	3010000-105-1987-00004	19870514	<NA>	3	폐업	2	폐업	20000105	<NA>	<NA>	<NA>	02 0	35.77	100210	서울특별시 중구 수하동 50-0번지 집단급식소	<NA>	<NA>	동국제강	2000-01-05 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	<NA>	<NA>	집단급식소	0	0	기타	기타	<NA>	0	0	0	0	0	<NA>	0	0	N	255.6	<NA>	<NA>	<NA>
4	3010000	3010000-105-1987-00005	19870511	<NA>	3	폐업	2	폐업	19970604	<NA>	<NA>	<NA>	02 0 0	10.58	100101	서울특별시 중구 태평로1가 29-1번지	<NA>	<NA>	뉴-서울호텔	2001-10-08 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	198000.967177	451745.025547	집단급식소	0	0	기타	기타	<NA>	0	0	0	0	0	<NA>	0	0	N	33.21	<NA>	<NA>	<NA>
5	3010000	3010000-105-1987-00006	19870523	<NA>	3	폐업	2	폐업	20000113	<NA>	<NA>	<NA>	0222596114	221.47	100092	서울특별시 중구 남대문로2가 130-0번지	<NA>	<NA>	(주)한빛은행구내식당	2000-01-13 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	198333.470885	451313.412912	집단급식소	0	0	기타	기타	<NA>	0	0	0	0	0	<NA>	0	0	N	712.14	<NA>	<NA>	<NA>
6	3010000	3010000-105-1987-00026	19870509	<NA>	3	폐업	2	폐업	20071102	<NA>	<NA>	<NA>	02 7583831	66.78	100092	서울특별시 중구 남대문로2가 5-0번지	<NA>	<NA>	한국전력공사	2007-04-02 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	198420.049985	451448.298224	집단급식소	0	0	기타	기타	상수도전용	0	0	0	0	0	<NA>	0	0	N	337.3	<NA>	<NA>	<NA>
7	3010000	3010000-105-1987-00027	19870509	<NA>	3	폐업	2	폐업	20050729	<NA>	<NA>	<NA>	02 3101041	.00	100011	서울특별시 중구 충무로1가 52-5번지	<NA>	<NA>	(주)신세계	2004-04-22 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	198263.908392	450960.762965	집단급식소	0	0	기타	기타	상수도전용	0	0	0	0	0	<NA>	0	0	N	181.02	<NA>	<NA>	<NA>
8	3010000	3010000-105-1987-00029	1987-05-13	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 7597115	152.44	100-070	서울특별시 중구 소공동 1	서울특별시 중구 을지로 30 (소공동)	4533	(주)호텔롯데	2023-09-07 15:25:04	U	2022-12-09 00:09:00.0	산업체	198259.653577	451392.198219	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9	3010000	3010000-105-1987-00030	1987-05-13	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	023107329	53.40	100-070	서울특별시 중구 소공동 111-5 지하1층	서울특별시 중구 소공로 109 (소공동, 지하1층)	4525	한화호텔앤드리조트(주)사원식당	2023-12-21 13:09:44	U	2022-11-01 22:03:00.0	산업체	198034.125157	451321.557842	<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
355	3010000	3010000-105-2022-00003	20220921	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	851.60	100095	서울특별시 중구 남대문로5가 831	서울특별시 중구 세종대로 14, 지하2층 (남대문로5가)	4527	현대캐피탈 주식회사	2022-09-21 16:26:56	I	2021-12-08 22:03:00.0	산업체	197617.499745	450635.113214	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
356	3010000	3010000-105-2022-00004	20221109	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	124.70	100011	서울특별시 중구 충무로1가 21-17	서울특별시 중구 명동8나길 38, 지하2층 (충무로1가)	4535	(주)케이티에스테이트 르메르디앙 목시지점	2022-11-09 14:42:21	I	2021-10-31 23:01:00.0	산업체	198403.083197	451049.012426	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
357	3010000	3010000-105-2022-00005	20221114	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	654.71	100051	서울특별시 중구 회현동1가 210	서울특별시 중구 퇴계로 67, 28층 (회현동1가)	4529	효성중공업(주)	2022-11-14 16:28:16	I	2021-10-31 23:06:00.0	산업체	198119.346973	450841.274063	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
358	3010000	3010000-105-2022-00006	20221123	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	21.30	100095	서울특별시 중구 남대문로5가 831	서울특별시 중구 세종대로 14, 2층 (남대문로5가)	4527	현대캐피탈 도담어린이집	2022-11-23 10:48:50	I	2021-10-31 22:05:00.0	어린이집	197617.499745	450635.113214	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
359	3010000	3010000-105-2023-00001	2023-02-24	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	76.97	100-820	서울특별시 중구 신당동 160-2	서울특별시 중구 퇴계로 460, 3층 (신당동)	4579	(사)서울시지체장애인협회 중구지회	2023-02-24 15:17:39	I	2022-12-01 22:06:00.0	기타 집단급식소	201944.611392	451423.520308	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
360	3010000	3010000-105-2023-00002	2023-03-14	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	26.50	100-813	서울특별시 중구 서소문동 37	서울특별시 중구 서소문로11길 24, 지하1층 (서소문동)	4515	서울시청직장어린이집	2023-03-14 14:56:19	I	2022-12-02 23:06:00.0	어린이집	197672.213474	451336.718396	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
361	3010000	3010000-105-2023-00003	2023-05-12	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	66.00	100-011	서울특별시 중구 충무로1가 24-1 밀레오레 명동	서울특별시 중구 퇴계로 115, 밀레오레 명동 지하2층 (충무로1가)	4536	주식회사 선우종합관리 직원식당	2023-05-12 15:13:16	I	2022-12-04 23:04:00.0	산업체	198562.632746	450975.116406	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
362	3010000	3010000-105-2023-00004	2023-08-03	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 729 5353	<NA>	100-797	서울특별시 중구 장교동 1 한화빌딩	서울특별시 중구 청계천로 86, 한화빌딩 28층 (장교동)	4541	고메이플레이스 한화빌딩점	2023-08-03 11:42:08	I	2022-12-08 00:05:00.0	산업체	198744.433229	451677.065126	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
363	3010000	3010000-105-2023-00005	2023-09-20	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 60721234	423.92	100-391	서울특별시 중구 장충동1가 56-85	서울특별시 중구 장충단로 180, 2층 (장충동1가)	4606	(주)신세계 남산	2023-09-20 17:43:40	I	2022-12-08 22:02:00.0	산업체	200476.341194	450937.189818	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
364	3010000	3010000-105-2023-00006	2023-10-25	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	153.00	100-032	서울특별시 중구 저동2가 69	서울특별시 중구 수표로 33 (저동2가)	4552	대한예수교장로회영락교회	2023-10-25 11:17:38	I	2022-10-30 22:07:00.0	기타 집단급식소	198977.21973	451323.321855	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

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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

Lowercase Letter

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