gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	451
Missing cells	4236
Missing cells (%)	21.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	165.3 KiB
Average record size in memory	375.3 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	성북구
URL	https://data.seoul.go.kr/dataList/OA-18009/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`남성종사자수` is highly imbalanced (62.2%)	Imbalance
`영업장주변구분명` is highly imbalanced (69.4%)	Imbalance
`총인원` is highly imbalanced (89.8%)	Imbalance
`본사종업원수` is highly imbalanced (57.7%)	Imbalance
`공장사무직종업원수` is highly imbalanced (89.8%)	Imbalance
`공장판매직종업원수` is highly imbalanced (89.8%)	Imbalance
`공장생산직종업원수` is highly imbalanced (89.8%)	Imbalance
`건물소유구분명` is highly imbalanced (75.9%)	Imbalance
`인허가취소일자` has 451 (100.0%) missing values	Missing
`폐업일자` has 256 (56.8%) missing values	Missing
`휴업시작일자` has 451 (100.0%) missing values	Missing
`휴업종료일자` has 451 (100.0%) missing values	Missing
`재개업일자` has 451 (100.0%) missing values	Missing
`전화번호` has 74 (16.4%) missing values	Missing
`소재지면적` has 51 (11.3%) missing values	Missing
`도로명주소` has 40 (8.9%) missing values	Missing
`도로명우편번호` has 58 (12.9%) missing values	Missing
`좌표정보(X)` has 7 (1.6%) missing values	Missing
`좌표정보(Y)` has 7 (1.6%) missing values	Missing
`여성종사자수` has 388 (86.0%) missing values	Missing
`다중이용업소여부` has 99 (22.0%) missing values	Missing
`시설총규모` has 99 (22.0%) missing values	Missing
`전통업소지정번호` has 451 (100.0%) missing values	Missing
`전통업소주된음식` has 451 (100.0%) missing values	Missing
`홈페이지` has 451 (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
`여성종사자수` has 55 (12.2%) zeros	Zeros
`시설총규모` has 114 (25.3%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 05:54:15.064974
Analysis finished	2024-05-11 05:54:16.292796
Duration	1.23 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	3.7 KiB

3070000	451

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3070000	451	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3070000	451	100.0%

관리번호
Text

UNIQUE

Distinct	451
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

Length

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

Characters and Unicode

Total characters	9922
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	451 ?
Unique (%)	100.0%

Sample

1st row	3070000-105-1973-00011
2nd row	3070000-105-1980-00013
3rd row	3070000-105-1988-00016
4th row	3070000-105-1990-00018
5th row	3070000-105-1991-00017

Value	Count	Frequency (%)
3070000-105-1973-00011	1	0.2%
3070000-105-2008-00013	1	0.2%
3070000-105-2014-00005	1	0.2%
3070000-105-2014-00004	1	0.2%
3070000-105-2014-00003	1	0.2%
3070000-105-2014-00002	1	0.2%
3070000-105-2014-00001	1	0.2%
3070000-105-2013-00030	1	0.2%
3070000-105-2013-00029	1	0.2%
3070000-105-2013-00028	1	0.2%
Other values (441)	441	97.8%

Most occurring characters

Value	Count	Frequency (%)
0	4861	49.0%
-	1353	13.6%
1	912	9.2%
5	609	6.1%
3	566	5.7%
2	555	5.6%
7	535	5.4%
9	217	2.2%
4	116	1.2%
8	112	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8569	86.4%
Dash Punctuation	1353	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4861	56.7%
1	912	10.6%
5	609	7.1%
3	566	6.6%
2	555	6.5%
7	535	6.2%
9	217	2.5%
4	116	1.4%
8	112	1.3%
6	86	1.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1353	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	9922	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4861	49.0%
-	1353	13.6%
1	912	9.2%
5	609	6.1%
3	566	5.7%
2	555	5.6%
7	535	5.4%
9	217	2.2%
4	116	1.2%
8	112	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9922	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4861	49.0%
-	1353	13.6%
1	912	9.2%
5	609	6.1%
3	566	5.7%
2	555	5.6%
7	535	5.4%
9	217	2.2%
4	116	1.2%
8	112	1.1%

인허가일자
Date

Distinct	383
Distinct (%)	84.9%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

Minimum	1973-05-05 00:00:00
Maximum	2024-02-26 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	451
Missing (%)	100.0%
Memory size	4.1 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

1	256
3	195

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	1

Common Values

Value	Count	Frequency (%)
1	256	56.8%
3	195	43.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	256	56.8%
3	195	43.2%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

영업/정상	256
폐업	195

Length

Max length	5
Median length	5
Mean length	3.7028825
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	256	56.8%
폐업	195	43.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	256	56.8%
폐업	195	43.2%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

1	256
2	195

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	1

Common Values

Value	Count	Frequency (%)
1	256	56.8%
2	195	43.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	256	56.8%
2	195	43.2%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

영업	256
폐업	195

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	영업

Common Values

Value	Count	Frequency (%)
영업	256	56.8%
폐업	195	43.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업	256	56.8%
폐업	195	43.2%

폐업일자
Date

MISSING

Distinct	178
Distinct (%)	91.3%
Missing	256
Missing (%)	56.8%
Memory size	3.7 KiB

Minimum	1995-02-21 00:00:00
Maximum	2024-04-26 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	451
Missing (%)	100.0%
Memory size	4.1 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	451
Missing (%)	100.0%
Memory size	4.1 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	451
Missing (%)	100.0%
Memory size	4.1 KiB

전화번호
Text

MISSING

Distinct	348
Distinct (%)	92.3%
Missing	74
Missing (%)	16.4%
Memory size	3.7 KiB

Length

Max length	12
Median length	10
Mean length	10.68435
Min length	2

Characters and Unicode

Total characters	4028
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	324 ?
Unique (%)	85.9%

Sample

1st row	02
2nd row	02 9157835
3rd row	02 9841234
4th row	02 9207393
5th row	02 9205147

Value	Count	Frequency (%)
02	344	41.7%
909	8	1.0%
912	6	0.7%
910	6	0.7%
4952	5	0.6%
913	5	0.6%
911	5	0.6%
941	5	0.6%
915	4	0.5%
929	4	0.5%
Other values (380)	432	52.4%

Most occurring characters

Value	Count	Frequency (%)
2	671	16.7%
0	644	16.0%
	597	14.8%
9	508	12.6%
1	345	8.6%
3	260	6.5%
5	228	5.7%
4	220	5.5%
7	201	5.0%
6	190	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3431	85.2%
Space Separator	597	14.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	671	19.6%
0	644	18.8%
9	508	14.8%
1	345	10.1%
3	260	7.6%
5	228	6.6%
4	220	6.4%
7	201	5.9%
6	190	5.5%
8	164	4.8%

Space Separator

Value	Count	Frequency (%)
	597	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4028	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	671	16.7%
0	644	16.0%
	597	14.8%
9	508	12.6%
1	345	8.6%
3	260	6.5%
5	228	5.7%
4	220	5.5%
7	201	5.0%
6	190	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4028	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	671	16.7%
0	644	16.0%
	597	14.8%
9	508	12.6%
1	345	8.6%
3	260	6.5%
5	228	5.7%
4	220	5.5%
7	201	5.0%
6	190	4.7%

소재지면적
Text

MISSING

Distinct	239
Distinct (%)	59.8%
Missing	51
Missing (%)	11.3%
Memory size	3.7 KiB

Length

Max length	8
Median length	7
Mean length	4.9
Min length	3

Characters and Unicode

Total characters	1960
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	204 ?
Unique (%)	51.0%

Sample

1st row	33.15
2nd row	.00
3rd row	44.00
4th row	1995.02
5th row	116.10

Value	Count	Frequency (%)
00	70	17.5%
33.00	11	2.8%
16.50	10	2.5%
13.20	10	2.5%
10.00	9	2.2%
0.00	7	1.8%
19.80	7	1.8%
9.90	5	1.2%
15.00	5	1.2%
6.60	4	1.0%
Other values (229)	262	65.5%

Most occurring characters

Value	Count	Frequency (%)
0	548	28.0%
.	400	20.4%
1	198	10.1%
2	141	7.2%
3	130	6.6%
6	106	5.4%
5	103	5.3%
8	94	4.8%
9	87	4.4%
4	85	4.3%
Other values (2)	68	3.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1553	79.2%
Other Punctuation	407	20.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	548	35.3%
1	198	12.7%
2	141	9.1%
3	130	8.4%
6	106	6.8%
5	103	6.6%
8	94	6.1%
9	87	5.6%
4	85	5.5%
7	61	3.9%

Other Punctuation

Value	Count	Frequency (%)
.	400	98.3%
,	7	1.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	1960	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	548	28.0%
.	400	20.4%
1	198	10.1%
2	141	7.2%
3	130	6.6%
6	106	5.4%
5	103	5.3%
8	94	4.8%
9	87	4.4%
4	85	4.3%
Other values (2)	68	3.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1960	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	548	28.0%
.	400	20.4%
1	198	10.1%
2	141	7.2%
3	130	6.6%
6	106	5.4%
5	103	5.3%
8	94	4.8%
9	87	4.4%
4	85	4.3%
Other values (2)	68	3.5%

소재지우편번호
Text

Distinct	133
Distinct (%)	29.5%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

Length

Max length	7
Median length	6
Mean length	6.1419069
Min length	6

Characters and Unicode

Total characters	2770
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	44 ?
Unique (%)	9.8%

Sample

1st row	136120
2nd row	136827
3rd row	136800
4th row	136054
5th row	136-705

Value	Count	Frequency (%)
136865	18	4.0%
136110	15	3.3%
136120	14	3.1%
136060	13	2.9%
136858	13	2.9%
136854	11	2.4%
136075	11	2.4%
136800	11	2.4%
136836	7	1.6%
136090	7	1.6%
Other values (123)	331	73.4%

Most occurring characters

Value	Count	Frequency (%)
1	577	20.8%
3	563	20.3%
6	542	19.6%
8	326	11.8%
0	261	9.4%
5	137	4.9%
4	92	3.3%
2	86	3.1%
7	81	2.9%
-	64	2.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2706	97.7%
Dash Punctuation	64	2.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	577	21.3%
3	563	20.8%
6	542	20.0%
8	326	12.0%
0	261	9.6%
5	137	5.1%
4	92	3.4%
2	86	3.2%
7	81	3.0%
9	41	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	64	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2770	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	577	20.8%
3	563	20.3%
6	542	19.6%
8	326	11.8%
0	261	9.4%
5	137	4.9%
4	92	3.3%
2	86	3.1%
7	81	2.9%
-	64	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2770	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	577	20.8%
3	563	20.3%
6	542	19.6%
8	326	11.8%
0	261	9.4%
5	137	4.9%
4	92	3.3%
2	86	3.1%
7	81	2.9%
-	64	2.3%

지번주소
Text

Distinct	394
Distinct (%)	87.4%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

Length

Max length	47
Median length	38
Mean length	24.356984
Min length	16

Characters and Unicode

Total characters	10985
Distinct characters	213
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	348 ?
Unique (%)	77.2%

Sample

1st row	서울특별시 성북구 상월곡동 88-64번지
2nd row	서울특별시 성북구 장위동 76-3번지
3rd row	서울특별시 성북구 길음동 25-2번지 신세계백화점
4th row	서울특별시 성북구 동선동4가 249-1번지
5th row	서울특별시 성북구 안암동5가 126-1 고려대병원

Value	Count	Frequency (%)
서울특별시	451	22.1%
성북구	451	22.1%
정릉동	83	4.1%
종암동	47	2.3%
하월곡동	46	2.3%
장위동	46	2.3%
길음동	45	2.2%
돈암동	32	1.6%
석관동	23	1.1%
안암동5가	22	1.1%
Other values (517)	791	38.8%

Most occurring characters

Value	Count	Frequency (%)
	1937	17.6%
동	499	4.5%
성	480	4.4%
북	470	4.3%
서	460	4.2%
울	458	4.2%
시	452	4.1%
구	452	4.1%
별	451	4.1%
특	451	4.1%
Other values (203)	4875	44.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6728	61.2%
Space Separator	1937	17.6%
Decimal Number	1922	17.5%
Dash Punctuation	360	3.3%
Other Punctuation	10	0.1%
Open Punctuation	9	0.1%
Close Punctuation	9	0.1%
Uppercase Letter	8	0.1%
Math Symbol	1	< 0.1%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	499	7.4%
성	480	7.1%
북	470	7.0%
서	460	6.8%
울	458	6.8%
시	452	6.7%
구	452	6.7%
별	451	6.7%
특	451	6.7%
지	344	5.1%
Other values (177)	2211	32.9%

Decimal Number

Value	Count	Frequency (%)
1	437	22.7%
2	279	14.5%
3	190	9.9%
6	184	9.6%
8	164	8.5%
5	163	8.5%
4	147	7.6%
0	134	7.0%
7	131	6.8%
9	93	4.8%

Uppercase Letter

Value	Count	Frequency (%)
B	1	12.5%
H	1	12.5%
L	1	12.5%
A	1	12.5%
J	1	12.5%
C	1	12.5%
K	1	12.5%
S	1	12.5%

Other Punctuation

Value	Count	Frequency (%)
,	9	90.0%
@	1	10.0%

Space Separator

Value	Count	Frequency (%)
	1937	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	360	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	9	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	9	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6728	61.2%
Common	4248	38.7%
Latin	9	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	499	7.4%
성	480	7.1%
북	470	7.0%
서	460	6.8%
울	458	6.8%
시	452	6.7%
구	452	6.7%
별	451	6.7%
특	451	6.7%
지	344	5.1%
Other values (177)	2211	32.9%

Common

Value	Count	Frequency (%)
	1937	45.6%
1	437	10.3%
-	360	8.5%
2	279	6.6%
3	190	4.5%
6	184	4.3%
8	164	3.9%
5	163	3.8%
4	147	3.5%
0	134	3.2%
Other values (7)	253	6.0%

Latin

Value	Count	Frequency (%)
B	1	11.1%
H	1	11.1%
L	1	11.1%
A	1	11.1%
J	1	11.1%
C	1	11.1%
e	1	11.1%
K	1	11.1%
S	1	11.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6728	61.2%
ASCII	4257	38.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1937	45.5%
1	437	10.3%
-	360	8.5%
2	279	6.6%
3	190	4.5%
6	184	4.3%
8	164	3.9%
5	163	3.8%
4	147	3.5%
0	134	3.1%
Other values (16)	262	6.2%

Hangul

Value	Count	Frequency (%)
동	499	7.4%
성	480	7.1%
북	470	7.0%
서	460	6.8%
울	458	6.8%
시	452	6.7%
구	452	6.7%
별	451	6.7%
특	451	6.7%
지	344	5.1%
Other values (177)	2211	32.9%

도로명주소
Text

MISSING

Distinct	361
Distinct (%)	87.8%
Missing	40
Missing (%)	8.9%
Memory size	3.7 KiB

Length

Max length	52
Median length	45
Mean length	29.498783
Min length	21

Characters and Unicode

Total characters	12124
Distinct characters	229
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	324 ?
Unique (%)	78.8%

Sample

1st row	서울특별시 성북구 고려대로 73, 고려대학교 의과대학 부속병원 (안암동5가)
2nd row	서울특별시 성북구 삼선교로14길 102-43 (삼선동2가)
3rd row	서울특별시 성북구 보문로 168 (삼선동5가)
4th row	서울특별시 성북구 보문로34다길 2, 성신여자대학교 수정관A동 10층 (돈암동)
5th row	서울특별시 성북구 개운사2길 46 (안암동5가)

Value	Count	Frequency (%)
서울특별시	411	17.7%
성북구	411	17.7%
정릉동	70	3.0%
장위동	40	1.7%
종암동	40	1.7%
하월곡동	37	1.6%
길음동	35	1.5%
1층	31	1.3%
돈암동	24	1.0%
안암동5가	20	0.9%
Other values (549)	1201	51.8%

Most occurring characters

Value	Count	Frequency (%)
	1910	15.8%
동	492	4.1%
성	462	3.8%
북	458	3.8%
서	434	3.6%
울	419	3.5%
)	417	3.4%
(	417	3.4%
구	414	3.4%
시	413	3.4%
Other values (219)	6288	51.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7506	61.9%
Space Separator	1910	15.8%
Decimal Number	1596	13.2%
Close Punctuation	418	3.4%
Open Punctuation	418	3.4%
Other Punctuation	215	1.8%
Dash Punctuation	48	0.4%
Uppercase Letter	10	0.1%
Math Symbol	2	< 0.1%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	492	6.6%
성	462	6.2%
북	458	6.1%
서	434	5.8%
울	419	5.6%
구	414	5.5%
시	413	5.5%
별	411	5.5%
특	411	5.5%
로	396	5.3%
Other values (190)	3196	42.6%

Decimal Number

Value	Count	Frequency (%)
1	351	22.0%
2	233	14.6%
3	188	11.8%
4	167	10.5%
5	146	9.1%
6	115	7.2%
0	104	6.5%
8	99	6.2%
9	97	6.1%
7	96	6.0%

Uppercase Letter

Value	Count	Frequency (%)
A	2	20.0%
B	2	20.0%
J	1	10.0%
C	1	10.0%
H	1	10.0%
L	1	10.0%
S	1	10.0%
K	1	10.0%

Other Punctuation

Value	Count	Frequency (%)
,	211	98.1%
@	3	1.4%
*	1	0.5%

Close Punctuation

Value	Count	Frequency (%)
)	417	99.8%
]	1	0.2%

Open Punctuation

Value	Count	Frequency (%)
(	417	99.8%
[	1	0.2%

Space Separator

Value	Count	Frequency (%)
	1910	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	48	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7506	61.9%
Common	4607	38.0%
Latin	11	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	492	6.6%
성	462	6.2%
북	458	6.1%
서	434	5.8%
울	419	5.6%
구	414	5.5%
시	413	5.5%
별	411	5.5%
특	411	5.5%
로	396	5.3%
Other values (190)	3196	42.6%

Common

Value	Count	Frequency (%)
	1910	41.5%
)	417	9.1%
(	417	9.1%
1	351	7.6%
2	233	5.1%
,	211	4.6%
3	188	4.1%
4	167	3.6%
5	146	3.2%
6	115	2.5%
Other values (10)	452	9.8%

Latin

Value	Count	Frequency (%)
A	2	18.2%
B	2	18.2%
J	1	9.1%
C	1	9.1%
H	1	9.1%
L	1	9.1%
S	1	9.1%
e	1	9.1%
K	1	9.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7506	61.9%
ASCII	4618	38.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1910	41.4%
)	417	9.0%
(	417	9.0%
1	351	7.6%
2	233	5.0%
,	211	4.6%
3	188	4.1%
4	167	3.6%
5	146	3.2%
6	115	2.5%
Other values (19)	463	10.0%

Hangul

Value	Count	Frequency (%)
동	492	6.6%
성	462	6.2%
북	458	6.1%
서	434	5.8%
울	419	5.6%
구	414	5.5%
시	413	5.5%
별	411	5.5%
특	411	5.5%
로	396	5.3%
Other values (190)	3196	42.6%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	127
Distinct (%)	32.3%
Missing	58
Missing (%)	12.9%
Infinite	0
Infinite (%)	0.0%
Mean	2787.7913

Minimum	2700
Maximum	2880
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.1 KiB

Quantile statistics

Minimum	2700
5-th percentile	2708
Q1	2738
median	2795
Q3	2831
95-th percentile	2873.4
Maximum	2880
Range	180
Interquartile range (IQR)	93

Descriptive statistics

Standard deviation	53.350566
Coefficient of variation (CV)	0.019137216
Kurtosis	-1.2403087
Mean	2787.7913
Median Absolute Deviation (MAD)	46
Skewness	-0.011954636
Sum	1095602
Variance	2846.2829
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2748	11	2.4%
2708	11	2.4%
2841	10	2.2%
2812	9	2.0%
2720	8	1.8%
2874	8	1.8%
2831	8	1.8%
2804	7	1.6%
2803	7	1.6%
2713	7	1.6%
Other values (117)	307	68.1%
(Missing)	58	12.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2700	2	0.4%
2701	7	1.6%
2705	1	0.2%
2706	1	0.2%
2707	5	1.1%
2708	11	2.4%
2709	4	0.9%
2711	2	0.4%
2712	2	0.4%
2713	7	1.6%

Value	Count	Frequency (%)
2880	2	0.4%
2879	3	0.7%
2878	1	0.2%
2877	2	0.4%
2876	4	0.9%
2874	8	1.8%
2873	3	0.7%
2872	1	0.2%
2871	5	1.1%
2870	1	0.2%

사업장명
Text

Distinct	379
Distinct (%)	84.0%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

Length

Max length	20
Median length	18
Mean length	8.1574279
Min length	3

Characters and Unicode

Total characters	3679
Distinct characters	307
Distinct categories	7 ?
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	322 ?
Unique (%)	71.4%

Sample

1st row	성일산업(주)
2nd row	상업은행제2합숙소
3rd row	신세계백화점 미아점
4th row	성신여대교직원식당
5th row	고대의대부속병원

Value	Count	Frequency (%)
어린이집	16	3.0%
국공립	9	1.7%
아트어린이집	5	0.9%
국민대학교	5	0.9%
은영어린이집	4	0.7%
한국과학기술연구원	4	0.7%
종암중앙어린이집	4	0.7%
식당	4	0.7%
구내식당	4	0.7%
나리어린이집	3	0.6%
Other values (399)	477	89.2%

Most occurring characters

Value	Count	Frequency (%)
이	193	5.2%
어	192	5.2%
린	182	4.9%
집	181	4.9%
학	144	3.9%
원	133	3.6%
교	124	3.4%
	84	2.3%
대	67	1.8%
성	66	1.8%
Other values (297)	2313	62.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3507	95.3%
Space Separator	84	2.3%
Uppercase Letter	27	0.7%
Close Punctuation	23	0.6%
Open Punctuation	22	0.6%
Decimal Number	15	0.4%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	193	5.5%
어	192	5.5%
린	182	5.2%
집	181	5.2%
학	144	4.1%
원	133	3.8%
교	124	3.5%
대	67	1.9%
성	66	1.9%
유	62	1.8%
Other values (280)	2163	61.7%

Uppercase Letter

Value	Count	Frequency (%)
S	6	22.2%
I	5	18.5%
G	4	14.8%
P	3	11.1%
K	3	11.1%
T	3	11.1%
A	1	3.7%
L	1	3.7%
E	1	3.7%

Decimal Number

Value	Count	Frequency (%)
1	8	53.3%
2	4	26.7%
3	2	13.3%
0	1	6.7%

Space Separator

Value	Count	Frequency (%)
	84	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	23	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	22	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3507	95.3%
Common	145	3.9%
Latin	27	0.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	193	5.5%
어	192	5.5%
린	182	5.2%
집	181	5.2%
학	144	4.1%
원	133	3.8%
교	124	3.5%
대	67	1.9%
성	66	1.9%
유	62	1.8%
Other values (280)	2163	61.7%

Latin

Value	Count	Frequency (%)
S	6	22.2%
I	5	18.5%
G	4	14.8%
P	3	11.1%
K	3	11.1%
T	3	11.1%
A	1	3.7%
L	1	3.7%
E	1	3.7%

Common

Value	Count	Frequency (%)
	84	57.9%
)	23	15.9%
(	22	15.2%
1	8	5.5%
2	4	2.8%
3	2	1.4%
+	1	0.7%
0	1	0.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3507	95.3%
ASCII	172	4.7%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	193	5.5%
어	192	5.5%
린	182	5.2%
집	181	5.2%
학	144	4.1%
원	133	3.8%
교	124	3.5%
대	67	1.9%
성	66	1.9%
유	62	1.8%
Other values (280)	2163	61.7%

ASCII

Value	Count	Frequency (%)
	84	48.8%
)	23	13.4%
(	22	12.8%
1	8	4.7%
S	6	3.5%
I	5	2.9%
2	4	2.3%
G	4	2.3%
P	3	1.7%
K	3	1.7%
Other values (7)	10	5.8%

최종수정일자
Date

Distinct	328
Distinct (%)	72.7%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

Minimum	2002-02-04 00:00:00
Maximum	2024-04-26 14:26:23

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

I	275
U	176

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	U

Common Values

Value	Count	Frequency (%)
I	275	61.0%
U	176	39.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	275	61.0%
u	176	39.0%

데이터갱신일자
Date

Distinct	168
Distinct (%)	37.3%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

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

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	10
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

어린이집	184
집단급식소	95
학교	90
병원	22
사회복지시설	20
Other values (5)	40

Length

Max length	8
Median length	6
Mean length	3.8159645
Min length	2

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
어린이집	184	40.8%
집단급식소	95	21.1%
학교	90	20.0%
병원	22	4.9%
사회복지시설	20	4.4%
산업체	18	4.0%
공공기관	11	2.4%
기타 집단급식소	7	1.6%
기숙사	3	0.7%
수련원	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
어린이집	184	40.2%
집단급식소	102	22.3%
학교	90	19.7%
병원	22	4.8%
사회복지시설	20	4.4%
산업체	18	3.9%
공공기관	11	2.4%
기타	7	1.5%
기숙사	3	0.7%
수련원	1	0.2%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	296
Distinct (%)	66.7%
Missing	7
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%
Mean	202203.28

Minimum	198545.88
Maximum	206090.46
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.1 KiB

Quantile statistics

Minimum	198545.88
5-th percentile	199786.74
Q1	201107.87
median	201959.16
Q3	203194.79
95-th percentile	204912.56
Maximum	206090.46
Range	7544.5853
Interquartile range (IQR)	2086.9154

Descriptive statistics

Standard deviation	1521.4591
Coefficient of variation (CV)	0.0075244038
Kurtosis	-0.47622459
Mean	202203.28
Median Absolute Deviation (MAD)	1071.1714
Skewness	0.21229859
Sum	89778257
Variance	2314837.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
199628.172805473	11	2.4%
202789.692329185	9	2.0%
203934.360214315	7	1.6%
201400.338253837	6	1.3%
200044.081685009	5	1.1%
201828.206641704	5	1.1%
203891.017758302	5	1.1%
200841.726990037	5	1.1%
200836.169860288	4	0.9%
201804.476671074	4	0.9%
Other values (286)	383	84.9%
(Missing)	7	1.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
198545.876020342	1	0.2%
198578.153685133	2	0.4%
199058.357470878	1	0.2%
199129.496295208	1	0.2%
199166.841174681	1	0.2%
199489.70151728	1	0.2%
199512.433987245	1	0.2%
199628.172805473	11	2.4%
199673.820355658	1	0.2%
199720.363107868	2	0.4%

Value	Count	Frequency (%)
206090.461362184	1	0.2%
205996.717928956	1	0.2%
205811.940709862	1	0.2%
205807.38132965	1	0.2%
205632.990818969	1	0.2%
205530.525661614	1	0.2%
205517.047917897	1	0.2%
205476.907194814	1	0.2%
205428.853891344	2	0.4%
205272.897283466	1	0.2%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	296
Distinct (%)	66.7%
Missing	7
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%
Mean	455500.11

Minimum	452935.22
Maximum	457988.51
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.1 KiB

Quantile statistics

Minimum	452935.22
5-th percentile	453444.25
Q1	454650.22
median	455733.73
Q3	456412.52
95-th percentile	457105.94
Maximum	457988.51
Range	5053.288
Interquartile range (IQR)	1762.3019

Descriptive statistics

Standard deviation	1133.8409
Coefficient of variation (CV)	0.0024892221
Kurtosis	-0.80935882
Mean	455500.11
Median Absolute Deviation (MAD)	788.21583
Skewness	-0.37973147
Sum	2.0224205 × 10⁸
Variance	1285595.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
456534.7766001	11	2.4%
454049.551940162	9	2.0%
455417.925754463	7	1.6%
453592.466591172	6	1.3%
456540.831063241	5	1.1%
455454.105258935	5	1.1%
455971.883928231	5	1.1%
454721.505180141	5	1.1%
453384.726106159	4	0.9%
454438.257071786	4	0.9%
Other values (286)	383	84.9%
(Missing)	7	1.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
452935.221547454	1	0.2%
452984.927784272	1	0.2%
453050.036188994	2	0.4%
453062.538164444	2	0.4%
453071.709292695	1	0.2%
453094.796219	1	0.2%
453169.16269153	1	0.2%
453311.478911063	1	0.2%
453327.910268559	1	0.2%
453330.16529015	1	0.2%

Value	Count	Frequency (%)
457988.509545404	1	0.2%
457467.321967069	1	0.2%
457443.016711011	1	0.2%
457427.641502598	1	0.2%
457426.160610241	1	0.2%
457424.675484944	1	0.2%
457398.091616621	1	0.2%
457393.803169639	1	0.2%
457340.23705564	1	0.2%
457315.210572579	1	0.2%

위생업태명
Categorical

Distinct	10
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

어린이집	140
<NA>	99
집단급식소	95
학교	62
병원	16
Other values (5)	39

Length

Max length	8
Median length	4
Mean length	3.9445676
Min length	2

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
어린이집	140	31.0%
<NA>	99	22.0%
집단급식소	95	21.1%
학교	62	13.7%
병원	16	3.5%
사회복지시설	15	3.3%
공공기관	10	2.2%
산업체	9	2.0%
기타 집단급식소	4	0.9%
기숙사	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
어린이집	140	30.8%
na	99	21.8%
집단급식소	99	21.8%
학교	62	13.6%
병원	16	3.5%
사회복지시설	15	3.3%
공공기관	10	2.2%
산업체	9	2.0%
기타	4	0.9%
기숙사	1	0.2%

남성종사자수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

<NA>	388
0	62
1	1

Length

Max length	4
Median length	4
Mean length	3.5809313
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	388	86.0%
0	62	13.7%
1	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	388	86.0%
0	62	13.7%
1	1	0.2%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	11.1%
Missing	388
Missing (%)	86.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.68253968

Minimum	0
Maximum	10
Zeros	55
Zeros (%)	12.2%
Negative	0
Negative (%)	0.0%
Memory size	4.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	5.9
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.0306156
Coefficient of variation (CV)	2.975088
Kurtosis	9.9013173
Mean	0.68253968
Median Absolute Deviation (MAD)	0
Skewness	3.1940679
Sum	43
Variance	4.1233999
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	55	12.2%
2	2	0.4%
6	2	0.4%
5	1	0.2%
10	1	0.2%
4	1	0.2%
8	1	0.2%
(Missing)	388	86.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	55	12.2%
2	2	0.4%
4	1	0.2%
5	1	0.2%
6	2	0.4%
8	1	0.2%
10	1	0.2%

Value	Count	Frequency (%)
10	1	0.2%
8	1	0.2%
6	2	0.4%
5	1	0.2%
4	1	0.2%
2	2	0.4%
0	55	12.2%

영업장주변구분명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

<NA>	384
기타	58
학교정화(절대)	7
주택가주변	1
학교정화(상대)	1

Length

Max length	8
Median length	4
Mean length	3.8159645
Min length	2

Unique

Unique	2 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	384	85.1%
기타	58	12.9%
학교정화(절대)	7	1.6%
주택가주변	1	0.2%
학교정화(상대)	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	384	85.1%
기타	58	12.9%
학교정화(절대	7	1.6%
주택가주변	1	0.2%
학교정화(상대	1	0.2%

등급구분명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

<NA>	384
기타	67

Length

Max length	4
Median length	4
Mean length	3.7028825
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	384	85.1%
기타	67	14.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	384	85.1%
기타	67	14.9%

급수시설구분명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

<NA>	281
상수도전용	170

Length

Max length	5
Median length	4
Mean length	4.3769401
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>	281	62.3%
상수도전용	170	37.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	281	62.3%
상수도전용	170	37.7%

총인원
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

<NA>	445
0	6

Length

Max length	4
Median length	4
Mean length	3.9600887
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>	445	98.7%
0	6	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	445	98.7%
0	6	1.3%

본사종업원수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

0	260
<NA>	185
1	2
2	2
12	1

Length

Max length	4
Median length	1
Mean length	2.232816
Min length	1

Unique

Unique	2 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
0	260	57.6%
<NA>	185	41.0%
1	2	0.4%
2	2	0.4%
12	1	0.2%
6	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	260	57.6%
na	185	41.0%
1	2	0.4%
2	2	0.4%
12	1	0.2%
6	1	0.2%

공장사무직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

<NA>	445
0	6

Length

Max length	4
Median length	4
Mean length	3.9600887
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>	445	98.7%
0	6	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	445	98.7%
0	6	1.3%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

<NA>	445
0	6

Length

Max length	4
Median length	4
Mean length	3.9600887
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>	445	98.7%
0	6	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	445	98.7%
0	6	1.3%

공장생산직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

<NA>	445
0	6

Length

Max length	4
Median length	4
Mean length	3.9600887
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>	445	98.7%
0	6	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	445	98.7%
0	6	1.3%

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

<NA>	423
자가	22
임대	6

Length

Max length	4
Median length	4
Mean length	3.8758315
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>	423	93.8%
자가	22	4.9%
임대	6	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	423	93.8%
자가	22	4.9%
임대	6	1.3%

보증액
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

<NA>	273
0	178

Length

Max length	4
Median length	4
Mean length	2.8159645
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>	273	60.5%
0	178	39.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	273	60.5%
0	178	39.5%

월세액
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

<NA>	273
0	178

Length

Max length	4
Median length	4
Mean length	2.8159645
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>	273	60.5%
0	178	39.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	273	60.5%
0	178	39.5%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.3%
Missing	99
Missing (%)	22.0%
Memory size	1.0 KiB

False	352
(Missing)	99

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	352	78.0%
(Missing)	99	22.0%

시설총규모
Real number (ℝ)

MISSING ZEROS

Distinct	188
Distinct (%)	53.4%
Missing	99
Missing (%)	22.0%
Infinite	0
Infinite (%)	0.0%
Mean	83.944773

Minimum	0
Maximum	1774.26
Zeros	114
Zeros (%)	25.3%
Negative	0
Negative (%)	0.0%
Memory size	4.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	17.265
Q3	66
95-th percentile	436.3
Maximum	1774.26
Range	1774.26
Interquartile range (IQR)	66

Descriptive statistics

Standard deviation	178.67513
Coefficient of variation (CV)	2.1284843
Kurtosis	28.069787
Mean	83.944773
Median Absolute Deviation (MAD)	17.265
Skewness	4.3998392
Sum	29548.56
Variance	31924.803
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	114	25.3%
13.2	8	1.8%
10.0	7	1.6%
43.0	5	1.1%
20.0	5	1.1%
26.5	5	1.1%
29.8	4	0.9%
15.0	4	0.9%
16.5	4	0.9%
33.0	3	0.7%
Other values (178)	193	42.8%
(Missing)	99	22.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	114	25.3%
3.0	1	0.2%
3.3	2	0.4%
5.16	1	0.2%
5.7	1	0.2%
6.5	1	0.2%
6.6	2	0.4%
6.62	1	0.2%
7.5	1	0.2%
7.65	1	0.2%

Value	Count	Frequency (%)
1774.26	1	0.2%
1046.5	1	0.2%
867.04	1	0.2%
843.5	1	0.2%
828.49	1	0.2%
810.59	1	0.2%
700.88	1	0.2%
627.0	1	0.2%
539.21	1	0.2%
529.0	1	0.2%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	451
Missing (%)	100.0%
Memory size	4.1 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	451
Missing (%)	100.0%
Memory size	4.1 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	451
Missing (%)	100.0%
Memory size	4.1 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	3070000	3070000-105-1973-00011	19730505	<NA>	3	폐업	2	폐업	20010521	<NA>	<NA>	<NA>	02	<NA>	136120	서울특별시 성북구 상월곡동 88-64번지	<NA>	<NA>	성일산업(주)	2002-02-04 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	<NA>	<NA>	집단급식소	<NA>	<NA>	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
1	3070000	3070000-105-1980-00013	19801204	<NA>	3	폐업	2	폐업	19981105	<NA>	<NA>	<NA>	02 9157835	33.15	136827	서울특별시 성북구 장위동 76-3번지	<NA>	<NA>	상업은행제2합숙소	2002-02-04 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	204469.444898	457106.417207	집단급식소	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	148.57	<NA>	<NA>	<NA>
2	3070000	3070000-105-1988-00016	19881201	<NA>	3	폐업	2	폐업	20070220	<NA>	<NA>	<NA>	02 9841234	.00	136800	서울특별시 성북구 길음동 25-2번지 신세계백화점	<NA>	<NA>	신세계백화점 미아점	2004-03-31 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	202555.300896	456503.06623	집단급식소	0	0	기타	기타	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
3	3070000	3070000-105-1990-00018	19900926	<NA>	3	폐업	2	폐업	19950221	<NA>	<NA>	<NA>	02 9207393	44.00	136054	서울특별시 성북구 동선동4가 249-1번지	<NA>	<NA>	성신여대교직원식당	2002-02-04 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	201625.453328	454834.78648	집단급식소	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	213.0	<NA>	<NA>	<NA>
4	3070000	3070000-105-1991-00017	1991-07-10	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 9205147	1995.02	136-705	서울특별시 성북구 안암동5가 126-1 고려대병원	서울특별시 성북구 고려대로 73, 고려대학교 의과대학 부속병원 (안암동5가)	2841	고대의대부속병원	2023-12-12 10:32:30	U	2022-11-01 23:04:00.0	병원	202313.85076	453871.264665	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5	3070000	3070000-105-1992-00020	19920810	<NA>	3	폐업	2	폐업	20000921	<NA>	<NA>	<NA>	02 9250380	116.10	136075	서울특별시 성북구 안암동5가 1-2번지	<NA>	<NA>	고려대학교인촌기념관교직원식당	2002-02-04 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	202789.692329	454049.55194	집단급식소	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	475.59	<NA>	<NA>	<NA>
6	3070000	3070000-105-1992-00021	19920902	<NA>	3	폐업	2	폐업	20160805	<NA>	<NA>	<NA>	02 7604231	825.60	136042	서울특별시 성북구 삼선동2가 389번지	서울특별시 성북구 삼선교로14길 102-43 (삼선동2가)	2867	한성대학	2016-05-26 13:41:03	I	2018-08-31 23:59:59.0	집단급식소	200836.16986	453384.726106	집단급식소	0	0	기타	기타	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	529.0	<NA>	<NA>	<NA>
7	3070000	3070000-105-1993-00022	19930607	<NA>	3	폐업	2	폐업	20030930	<NA>	<NA>	<NA>	02 00000	54.56	136823	서울특별시 성북구 성북동 330-223번지	<NA>	<NA>	교보정보통신(주)	2003-01-10 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	198578.153685	454897.050226	집단급식소	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	158.4	<NA>	<NA>	<NA>
8	3070000	3070000-105-1994-00023	19940504	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 9203421	532.46	136045	서울특별시 성북구 삼선동5가 411	서울특별시 성북구 보문로 168 (삼선동5가)	2848	성북구청	2021-04-30 15:54:39	U	2021-05-02 02:40:00.0	공공기관	201416.773357	454126.789905	공공기관	0	0	기타	기타	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	145.9	<NA>	<NA>	<NA>
9	3070000	3070000-105-1995-00024	1995-03-25	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 9207430	42.70	136-060	서울특별시 성북구 돈암동 173-1 성신여자대학교	서울특별시 성북구 보문로34다길 2, 성신여자대학교 수정관A동 10층 (돈암동)	2844	성신여자대학교 교내식당1	2023-09-19 19:09:35	U	2022-12-08 22:01:00.0	학교	201875.18614	454403.293978	<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
441	3070000	3070000-105-2022-00001	20220126	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 9586075	82.00	136865	서울특별시 성북구 하월곡동 39-1 L3 1층 카페테리아	서울특별시 성북구 화랑로14길 5, L3 카페테리아 1층 (하월곡동)	2792	한국과학기술연구원	2022-02-10 09:23:03	U	2022-02-12 02:40:00.0	공공기관	203934.360214	455417.925754	공공기관	0	0	<NA>	<NA>	<NA>	0	2	0	0	0	<NA>	0	0	N	82.0	<NA>	<NA>	<NA>
442	3070000	3070000-105-2022-00002	20220303	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0262317575	147.55	136863	서울특별시 성북구 종암동 3-1342 청한빌딩 5층	서울특별시 성북구 종암로 129, 청한빌딩 5층 (종암동)	2803	한마음 한방병원	2022-03-03 14:26:08	I	2022-03-05 00:22:37.0	병원	202819.871768	455458.024657	병원	0	0	<NA>	<NA>	<NA>	0	6	0	0	0	<NA>	0	0	N	57.88	<NA>	<NA>	<NA>
443	3070000	3070000-105-2022-00003	2022-03-21	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	84.30	136-856	서울특별시 성북구 정릉동 893-1 (주)도원교통	서울특별시 성북구 정릉로10길 17 (주)도원교통 지하1층 (정릉동)	2812	도원교통주식회사	2023-04-04 09:37:56	U	2022-12-04 00:06:00.0	기타 집단급식소	199997.93995	456125.990354	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
444	3070000	3070000-105-2022-00004	20220328	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	387.60	136800	서울특별시 성북구 길음동 508-16 1층	서울특별시 성북구 숭인로8길 80, 1층 (길음동)	2730	국공립 한울어린이집	2022-03-30 11:31:46	U	2021-12-04 00:01:00.0	어린이집	202328.542538	456302.296413	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
445	3070000	3070000-105-2022-00005	20220330	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 9822203	384.00	136800	서울특별시 성북구 길음동 508-16 1층	서울특별시 성북구 숭인로8길 80, 1층 (길음동)	2730	국공립 이음어린이집	2022-03-30 11:43:37	I	2021-12-04 00:01:00.0	어린이집	202328.542538	456302.296413	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
446	3070000	3070000-105-2022-00006	20220415	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 918 9931	<NA>	136807	서울특별시 성북구 길음동 635-7 서울길음초등학교	서울특별시 성북구 길음로 142, 서울길음초등학교 1층 (길음동)	2723	서울길음유치원	2022-05-11 09:36:41	U	2021-12-04 23:03:00.0	어린이집	201468.301103	456841.164943	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
447	3070000	3070000-105-2022-00007	20220711	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	.00	136845	서울특별시 성북구 정릉동 674-3 그린존	서울특별시 성북구 솔샘로1길 19, 그린존 (정릉동)	2708	플러스 요양병원	2022-07-11 16:38:41	I	2021-12-06 23:03:00.0	병원	200279.459422	456219.797492	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
448	3070000	3070000-105-2023-00001	2023-08-07	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 63151399	243.56	136-036	서울특별시 성북구 동소문동6가 261-2	서울특별시 성북구 동소문로13길 73, 지하1층 (동소문동6가)	2830	동소문행복기숙사 구내식당	2023-08-07 11:53:15	I	2022-12-08 00:09:00.0	기숙사	201063.684987	454660.405043	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
449	3070000	3070000-105-2024-00001	2024-02-14	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	15336400	707.80	136-087	서울특별시 성북구 보문동7가 118 다홍빌딩	서울특별시 성북구 보문로 35, 다홍빌딩 지1층 (보문동7가)	2873	주식회사 휠라홀딩스	2024-02-14 15:52:50	I	2023-12-01 23:06:00.0	산업체	201925.121532	452935.221547	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
450	3070000	3070000-105-2024-00002	2024-02-26	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	136-856	서울특별시 성북구 정릉동 916-12 정릉연립	서울특별시 성북구 정릉로10라길 18-5 (정릉동, 정릉연립)	2812	101경비단 어린이집	2024-02-26 09:58:15	I	2023-12-01 22:08:00.0	어린이집	199870.488605	455864.584712	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

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ASCII

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Common Values (Plot)

Common Values

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Common Values (Plot)

Common Values

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Common Values (Plot)

Most occurring characters

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Most frequent character per category

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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

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Lowercase Letter

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks