gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	352
Missing cells	3438
Missing cells (%)	22.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	129.0 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	종로구
URL	https://data.seoul.go.kr/dataList/OA-18002/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`총인원` is highly imbalanced (72.1%)	Imbalance
`공장사무직종업원수` is highly imbalanced (72.1%)	Imbalance
`공장판매직종업원수` is highly imbalanced (72.1%)	Imbalance
`공장생산직종업원수` is highly imbalanced (72.1%)	Imbalance
`건물소유구분명` is highly imbalanced (77.6%)	Imbalance
`인허가취소일자` has 352 (100.0%) missing values	Missing
`폐업일자` has 179 (50.9%) missing values	Missing
`휴업시작일자` has 352 (100.0%) missing values	Missing
`휴업종료일자` has 352 (100.0%) missing values	Missing
`재개업일자` has 352 (100.0%) missing values	Missing
`전화번호` has 29 (8.2%) missing values	Missing
`소재지면적` has 177 (50.3%) missing values	Missing
`도로명주소` has 67 (19.0%) missing values	Missing
`도로명우편번호` has 71 (20.2%) missing values	Missing
`좌표정보(X)` has 21 (6.0%) missing values	Missing
`좌표정보(Y)` has 21 (6.0%) missing values	Missing
`본사종업원수` has 191 (54.3%) missing values	Missing
`다중이용업소여부` has 109 (31.0%) missing values	Missing
`시설총규모` has 109 (31.0%) missing values	Missing
`전통업소지정번호` has 352 (100.0%) missing values	Missing
`전통업소주된음식` has 352 (100.0%) missing values	Missing
`홈페이지` has 352 (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 155 (44.0%) zeros	Zeros
`시설총규모` has 101 (28.7%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 05:24:39.478211
Analysis finished	2024-05-11 05:24:40.728359
Duration	1.25 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	2.9 KiB

3000000	352

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3000000	352	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3000000	352	100.0%

관리번호
Text

UNIQUE

Distinct	352
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

Length

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

Characters and Unicode

Total characters	7744
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	352 ?
Unique (%)	100.0%

Sample

1st row	3000000-105-1960-00076
2nd row	3000000-105-1967-00003
3rd row	3000000-105-1968-00033
4th row	3000000-105-1968-00104
5th row	3000000-105-1972-00024

Value	Count	Frequency (%)
3000000-105-1960-00076	1	0.3%
3000000-105-1967-00003	1	0.3%
3000000-105-2013-00013	1	0.3%
3000000-105-2013-00012	1	0.3%
3000000-105-2013-00011	1	0.3%
3000000-105-2013-00010	1	0.3%
3000000-105-2013-00009	1	0.3%
3000000-105-2013-00008	1	0.3%
3000000-105-2013-00007	1	0.3%
3000000-105-2013-00006	1	0.3%
Other values (342)	342	97.2%

Most occurring characters

Value	Count	Frequency (%)
0	4123	53.2%
-	1056	13.6%
1	724	9.3%
5	446	5.8%
3	439	5.7%
2	378	4.9%
9	259	3.3%
8	94	1.2%
6	75	1.0%
7	75	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6688	86.4%
Dash Punctuation	1056	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4123	61.6%
1	724	10.8%
5	446	6.7%
3	439	6.6%
2	378	5.7%
9	259	3.9%
8	94	1.4%
6	75	1.1%
7	75	1.1%
4	75	1.1%

Dash Punctuation

Value	Count	Frequency (%)
-	1056	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7744	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4123	53.2%
-	1056	13.6%
1	724	9.3%
5	446	5.8%
3	439	5.7%
2	378	4.9%
9	259	3.3%
8	94	1.2%
6	75	1.0%
7	75	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7744	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4123	53.2%
-	1056	13.6%
1	724	9.3%
5	446	5.8%
3	439	5.7%
2	378	4.9%
9	259	3.3%
8	94	1.2%
6	75	1.0%
7	75	1.0%

인허가일자
Date

Distinct	323
Distinct (%)	91.8%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

Minimum	1960-01-04 00:00:00
Maximum	2024-03-14 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

1	179
3	173

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	179	50.9%
3	173	49.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	179	50.9%
3	173	49.1%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

영업/정상	179
폐업	173

Length

Max length	5
Median length	5
Mean length	3.5255682
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	179	50.9%
폐업	173	49.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	179	50.9%
폐업	173	49.1%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

1	179
2	173

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	179	50.9%
2	173	49.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	179	50.9%
2	173	49.1%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

영업	179
폐업	173

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업	179	50.9%
폐업	173	49.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업	179	50.9%
폐업	173	49.1%

폐업일자
Date

MISSING

Distinct	162
Distinct (%)	93.6%
Missing	179
Missing (%)	50.9%
Memory size	2.9 KiB

Minimum	1994-09-22 00:00:00
Maximum	2024-05-02 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

전화번호
Text

MISSING

Distinct	311
Distinct (%)	96.3%
Missing	29
Missing (%)	8.2%
Memory size	2.9 KiB

Length

Max length	12
Median length	10
Mean length	10.55418
Min length	2

Characters and Unicode

Total characters	3409
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	299 ?
Unique (%)	92.6%

Sample

1st row	02 7605442
2nd row	02 7309391
3rd row	02 7636065
4th row	0220012001
5th row	02 3799232

Value	Count	Frequency (%)
02	249	39.3%
737	5	0.8%
730	4	0.6%
738	3	0.5%
739	3	0.5%
7327	2	0.3%
723	2	0.3%
391	2	0.3%
720	2	0.3%
767	2	0.3%
Other values (340)	359	56.7%

Most occurring characters

Value	Count	Frequency (%)
0	607	17.8%
2	599	17.6%
	414	12.1%
7	399	11.7%
3	312	9.2%
1	220	6.5%
6	208	6.1%
4	195	5.7%
5	169	5.0%
9	148	4.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2995	87.9%
Space Separator	414	12.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	607	20.3%
2	599	20.0%
7	399	13.3%
3	312	10.4%
1	220	7.3%
6	208	6.9%
4	195	6.5%
5	169	5.6%
9	148	4.9%
8	138	4.6%

Space Separator

Value	Count	Frequency (%)
	414	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3409	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	607	17.8%
2	599	17.6%
	414	12.1%
7	399	11.7%
3	312	9.2%
1	220	6.5%
6	208	6.1%
4	195	5.7%
5	169	5.0%
9	148	4.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3409	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	607	17.8%
2	599	17.6%
	414	12.1%
7	399	11.7%
3	312	9.2%
1	220	6.5%
6	208	6.1%
4	195	5.7%
5	169	5.0%
9	148	4.3%

소재지면적
Text

MISSING

Distinct	111
Distinct (%)	63.4%
Missing	177
Missing (%)	50.3%
Memory size	2.9 KiB

Length

Max length	8
Median length	7
Mean length	4.9485714
Min length	3

Characters and Unicode

Total characters	866
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	104 ?
Unique (%)	59.4%

Sample

1st row	286.25
2nd row	165.00
3rd row	125.40
4th row	73.00
5th row	49.05

Value	Count	Frequency (%)
00	36	20.6%
0.00	24	13.7%
10.00	3	1.7%
125.40	2	1.1%
130.00	2	1.1%
245.59	2	1.1%
65.00	2	1.1%
55.00	1	0.6%
200.00	1	0.6%
1,736.36	1	0.6%
Other values (101)	101	57.7%

Most occurring characters

Value	Count	Frequency (%)
0	298	34.4%
.	175	20.2%
1	72	8.3%
2	53	6.1%
3	50	5.8%
5	41	4.7%
6	39	4.5%
4	38	4.4%
7	36	4.2%
9	34	3.9%
Other values (2)	30	3.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	688	79.4%
Other Punctuation	178	20.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	298	43.3%
1	72	10.5%
2	53	7.7%
3	50	7.3%
5	41	6.0%
6	39	5.7%
4	38	5.5%
7	36	5.2%
9	34	4.9%
8	27	3.9%

Other Punctuation

Value	Count	Frequency (%)
.	175	98.3%
,	3	1.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	866	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	298	34.4%
.	175	20.2%
1	72	8.3%
2	53	6.1%
3	50	5.8%
5	41	4.7%
6	39	4.5%
4	38	4.4%
7	36	4.2%
9	34	3.9%
Other values (2)	30	3.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	866	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	298	34.4%
.	175	20.2%
1	72	8.3%
2	53	6.1%
3	50	5.8%
5	41	4.7%
6	39	4.5%
4	38	4.4%
7	36	4.2%
9	34	3.9%
Other values (2)	30	3.5%

소재지우편번호
Text

Distinct	156
Distinct (%)	44.3%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

Length

Max length	7
Median length	6
Mean length	6.2585227
Min length	6

Characters and Unicode

Total characters	2203
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	82 ?
Unique (%)	23.3%

Sample

1st row	110126
2nd row	110122
3rd row	110260
4th row	110-746
5th row	110804

Value	Count	Frequency (%)
110062	13	3.7%
110140	9	2.6%
110110	8	2.3%
110020	8	2.3%
110530	8	2.3%
110-530	8	2.3%
110470	7	2.0%
110031	7	2.0%
110350	7	2.0%
110044	6	1.7%
Other values (146)	271	77.0%

Most occurring characters

Value	Count	Frequency (%)
1	821	37.3%
0	643	29.2%
2	116	5.3%
3	107	4.9%
8	106	4.8%
4	104	4.7%
-	91	4.1%
5	78	3.5%
7	63	2.9%
6	58	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2112	95.9%
Dash Punctuation	91	4.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	821	38.9%
0	643	30.4%
2	116	5.5%
3	107	5.1%
8	106	5.0%
4	104	4.9%
5	78	3.7%
7	63	3.0%
6	58	2.7%
9	16	0.8%

Dash Punctuation

Value	Count	Frequency (%)
-	91	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2203	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	821	37.3%
0	643	29.2%
2	116	5.3%
3	107	4.9%
8	106	4.8%
4	104	4.7%
-	91	4.1%
5	78	3.5%
7	63	2.9%
6	58	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2203	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	821	37.3%
0	643	29.2%
2	116	5.3%
3	107	4.9%
8	106	4.8%
4	104	4.7%
-	91	4.1%
5	78	3.5%
7	63	2.9%
6	58	2.6%

지번주소
Text

Distinct	328
Distinct (%)	93.2%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

Length

Max length	42
Median length	33
Mean length	24.122159
Min length	15

Characters and Unicode

Total characters	8491
Distinct characters	240
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	308 ?
Unique (%)	87.5%

Sample

1st row	서울특별시 종로구 종로6가 70번지
2nd row	서울특별시 종로구 종로2가 9-0번지
3rd row	서울특별시 종로구 가회동 210-0번지
4th row	서울특별시 종로구 평동 108-1 강북삼성병원 A관 10층
5th row	서울특별시 종로구 구기동 216-2

Value	Count	Frequency (%)
서울특별시	352	21.2%
종로구	352	21.2%
지하1층	19	1.1%
창신동	17	1.0%
세종로	16	1.0%
신문로2가	16	1.0%
혜화동	16	1.0%
수송동	14	0.8%
서린동	14	0.8%
숭인동	13	0.8%
Other values (492)	833	50.1%

Most occurring characters

Value	Count	Frequency (%)
	1543	18.2%
로	410	4.8%
서	390	4.6%
종	381	4.5%
울	370	4.4%
1	365	4.3%
구	360	4.2%
시	354	4.2%
별	353	4.2%
특	352	4.1%
Other values (230)	3613	42.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	5278	62.2%
Space Separator	1543	18.2%
Decimal Number	1348	15.9%
Dash Punctuation	264	3.1%
Uppercase Letter	22	0.3%
Other Punctuation	12	0.1%
Close Punctuation	8	0.1%
Open Punctuation	8	0.1%
Lowercase Letter	6	0.1%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
로	410	7.8%
서	390	7.4%
종	381	7.2%
울	370	7.0%
구	360	6.8%
시	354	6.7%
별	353	6.7%
특	352	6.7%
동	308	5.8%
지	269	5.1%
Other values (199)	1731	32.8%

Decimal Number

Value	Count	Frequency (%)
1	365	27.1%
2	219	16.2%
0	135	10.0%
3	114	8.5%
5	100	7.4%
4	96	7.1%
8	90	6.7%
6	89	6.6%
7	71	5.3%
9	69	5.1%

Uppercase Letter

Value	Count	Frequency (%)
K	6	27.3%
S	5	22.7%
B	4	18.2%
G	2	9.1%
T	1	4.5%
C	1	4.5%
D	1	4.5%
A	1	4.5%
L	1	4.5%

Lowercase Letter

Value	Count	Frequency (%)
r	1	16.7%
e	1	16.7%
w	1	16.7%
o	1	16.7%
t	1	16.7%
k	1	16.7%

Space Separator

Value	Count	Frequency (%)
	1543	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	264	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	12	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	8	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	8	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	5278	62.2%
Common	3185	37.5%
Latin	28	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
로	410	7.8%
서	390	7.4%
종	381	7.2%
울	370	7.0%
구	360	6.8%
시	354	6.7%
별	353	6.7%
특	352	6.7%
동	308	5.8%
지	269	5.1%
Other values (199)	1731	32.8%

Common

Value	Count	Frequency (%)
	1543	48.4%
1	365	11.5%
-	264	8.3%
2	219	6.9%
0	135	4.2%
3	114	3.6%
5	100	3.1%
4	96	3.0%
8	90	2.8%
6	89	2.8%
Other values (6)	170	5.3%

Latin

Value	Count	Frequency (%)
K	6	21.4%
S	5	17.9%
B	4	14.3%
G	2	7.1%
T	1	3.6%
r	1	3.6%
e	1	3.6%
w	1	3.6%
o	1	3.6%
C	1	3.6%
Other values (5)	5	17.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	5278	62.2%
ASCII	3213	37.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1543	48.0%
1	365	11.4%
-	264	8.2%
2	219	6.8%
0	135	4.2%
3	114	3.5%
5	100	3.1%
4	96	3.0%
8	90	2.8%
6	89	2.8%
Other values (21)	198	6.2%

Hangul

Value	Count	Frequency (%)
로	410	7.8%
서	390	7.4%
종	381	7.2%
울	370	7.0%
구	360	6.8%
시	354	6.7%
별	353	6.7%
특	352	6.7%
동	308	5.8%
지	269	5.1%
Other values (199)	1731	32.8%

도로명주소
Text

MISSING

Distinct	260
Distinct (%)	91.2%
Missing	67
Missing (%)	19.0%
Memory size	2.9 KiB

Length

Max length	47
Median length	41
Mean length	29.936842
Min length	20

Characters and Unicode

Total characters	8532
Distinct characters	248
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	238 ?
Unique (%)	83.5%

Sample

1st row	서울특별시 종로구 북촌로4길 7 (가회동)
2nd row	서울특별시 종로구 새문안로 29, 강북삼성병원 A관 10층 (평동)
3rd row	서울특별시 종로구 비봉길 76 (구기동)
4th row	서울특별시 종로구 종로1길 36 (수송동)
5th row	서울특별시 종로구 대학로 101, 서울대학교병원 (연건동)

Value	Count	Frequency (%)
서울특별시	285	17.0%
종로구	285	17.0%
1층	27	1.6%
종로	18	1.1%
지하1층	16	1.0%
창신동	16	1.0%
2층	14	0.8%
대학로	14	0.8%
새문안로	13	0.8%
신문로2가	13	0.8%
Other values (468)	973	58.1%

Most occurring characters

Value	Count	Frequency (%)
	1389	16.3%
로	552	6.5%
종	345	4.0%
서	318	3.7%
울	303	3.6%
구	293	3.4%
)	292	3.4%
(	292	3.4%
별	286	3.4%
시	286	3.4%
Other values (238)	4176	48.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	5284	61.9%
Space Separator	1389	16.3%
Decimal Number	1001	11.7%
Close Punctuation	292	3.4%
Open Punctuation	292	3.4%
Other Punctuation	212	2.5%
Dash Punctuation	33	0.4%
Uppercase Letter	21	0.2%
Lowercase Letter	6	0.1%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
로	552	10.4%
종	345	6.5%
서	318	6.0%
울	303	5.7%
구	293	5.5%
별	286	5.4%
시	286	5.4%
특	285	5.4%
동	277	5.2%
길	163	3.1%
Other values (207)	2176	41.2%

Decimal Number

Value	Count	Frequency (%)
1	242	24.2%
2	159	15.9%
3	128	12.8%
4	79	7.9%
6	78	7.8%
0	72	7.2%
5	69	6.9%
8	61	6.1%
9	58	5.8%
7	55	5.5%

Uppercase Letter

Value	Count	Frequency (%)
K	6	28.6%
S	5	23.8%
G	2	9.5%
A	2	9.5%
B	2	9.5%
D	1	4.8%
T	1	4.8%
C	1	4.8%
L	1	4.8%

Lowercase Letter

Value	Count	Frequency (%)
k	1	16.7%
t	1	16.7%
r	1	16.7%
e	1	16.7%
w	1	16.7%
o	1	16.7%

Space Separator

Value	Count	Frequency (%)
	1389	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	292	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	292	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	212	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	33	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	5284	61.9%
Common	3221	37.8%
Latin	27	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
로	552	10.4%
종	345	6.5%
서	318	6.0%
울	303	5.7%
구	293	5.5%
별	286	5.4%
시	286	5.4%
특	285	5.4%
동	277	5.2%
길	163	3.1%
Other values (207)	2176	41.2%

Common

Value	Count	Frequency (%)
	1389	43.1%
)	292	9.1%
(	292	9.1%
1	242	7.5%
,	212	6.6%
2	159	4.9%
3	128	4.0%
4	79	2.5%
6	78	2.4%
0	72	2.2%
Other values (6)	278	8.6%

Latin

Value	Count	Frequency (%)
K	6	22.2%
S	5	18.5%
G	2	7.4%
A	2	7.4%
B	2	7.4%
k	1	3.7%
t	1	3.7%
D	1	3.7%
r	1	3.7%
e	1	3.7%
Other values (5)	5	18.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	5284	61.9%
ASCII	3248	38.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1389	42.8%
)	292	9.0%
(	292	9.0%
1	242	7.5%
,	212	6.5%
2	159	4.9%
3	128	3.9%
4	79	2.4%
6	78	2.4%
0	72	2.2%
Other values (21)	305	9.4%

Hangul

Value	Count	Frequency (%)
로	552	10.4%
종	345	6.5%
서	318	6.0%
울	303	5.7%
구	293	5.5%
별	286	5.4%
시	286	5.4%
특	285	5.4%
동	277	5.2%
길	163	3.1%
Other values (207)	2176	41.2%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	118
Distinct (%)	42.0%
Missing	71
Missing (%)	20.2%
Infinite	0
Infinite (%)	0.0%
Mean	3097.5445

Minimum	3000
Maximum	3193
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	3000
5-th percentile	3015
Q1	3047
median	3089
Q3	3149
95-th percentile	3183
Maximum	3193
Range	193
Interquartile range (IQR)	102

Descriptive statistics

Standard deviation	57.509431
Coefficient of variation (CV)	0.018566136
Kurtosis	-1.3327814
Mean	3097.5445
Median Absolute Deviation (MAD)	50
Skewness	0.08688864
Sum	870410
Variance	3307.3346
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3047	10	2.8%
3131	7	2.0%
3039	7	2.0%
3080	6	1.7%
3176	5	1.4%
3182	5	1.4%
3143	5	1.4%
3067	5	1.4%
3187	5	1.4%
3043	5	1.4%
Other values (108)	221	62.8%
(Missing)	71	20.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3000	1	0.3%
3001	3	0.9%
3003	1	0.3%
3004	2	0.6%
3006	2	0.6%
3009	3	0.9%
3011	1	0.3%
3014	1	0.3%
3015	3	0.9%
3016	4	1.1%

Value	Count	Frequency (%)
3193	1	0.3%
3190	1	0.3%
3189	1	0.3%
3188	4	1.1%
3187	5	1.4%
3185	1	0.3%
3184	1	0.3%
3183	2	0.6%
3182	5	1.4%
3181	4	1.1%

사업장명
Text

Distinct	320
Distinct (%)	90.9%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

Length

Max length	22
Median length	19
Mean length	8.8806818
Min length	3

Characters and Unicode

Total characters	3126
Distinct characters	338
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	292 ?
Unique (%)	83.0%

Sample

1st row	이화여대부속동대문병원환자식당
2nd row	서울YMCA
3rd row	서울재동초등학교
4th row	강북삼성병원 환자식당
5th row	사회복지법인 청운양로원

Value	Count	Frequency (%)
어린이집	27	5.9%
주식회사	6	1.3%
구내식당	5	1.1%
서울청사	4	0.9%
무궁화어린이집	4	0.9%
한빛어린이집	4	0.9%
직원식당	3	0.7%
sk행복어린이집	3	0.7%
교보생명	3	0.7%
혜화유치원	3	0.7%
Other values (347)	395	86.4%

Most occurring characters

Value	Count	Frequency (%)
이	138	4.4%
어	116	3.7%
린	113	3.6%
집	109	3.5%
	105	3.4%
교	87	2.8%
학	87	2.8%
대	75	2.4%
원	69	2.2%
서	67	2.1%
Other values (328)	2160	69.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2787	89.2%
Space Separator	105	3.4%
Close Punctuation	58	1.9%
Uppercase Letter	57	1.8%
Open Punctuation	52	1.7%
Lowercase Letter	39	1.2%
Decimal Number	15	0.5%
Other Punctuation	10	0.3%
Dash Punctuation	3	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	138	5.0%
어	116	4.2%
린	113	4.1%
집	109	3.9%
교	87	3.1%
학	87	3.1%
대	75	2.7%
원	69	2.5%
서	67	2.4%
울	58	2.1%
Other values (286)	1868	67.0%

Uppercase Letter

Value	Count	Frequency (%)
K	13	22.8%
S	12	21.1%
G	6	10.5%
C	4	7.0%
B	3	5.3%
M	3	5.3%
A	3	5.3%
I	2	3.5%
H	2	3.5%
N	2	3.5%
Other values (6)	7	12.3%

Lowercase Letter

Value	Count	Frequency (%)
s	8	20.5%
e	5	12.8%
u	4	10.3%
d	4	10.3%
i	4	10.3%
r	3	7.7%
k	3	7.7%
a	2	5.1%
n	2	5.1%
t	2	5.1%
Other values (2)	2	5.1%

Decimal Number

Value	Count	Frequency (%)
0	4	26.7%
2	4	26.7%
1	4	26.7%
3	1	6.7%
5	1	6.7%
6	1	6.7%

Other Punctuation

Value	Count	Frequency (%)
&	4	40.0%
.	2	20.0%
,	2	20.0%
?	2	20.0%

Space Separator

Value	Count	Frequency (%)
	105	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	58	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	52	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2787	89.2%
Common	243	7.8%
Latin	96	3.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	138	5.0%
어	116	4.2%
린	113	4.1%
집	109	3.9%
교	87	3.1%
학	87	3.1%
대	75	2.7%
원	69	2.5%
서	67	2.4%
울	58	2.1%
Other values (286)	1868	67.0%

Latin

Value	Count	Frequency (%)
K	13	13.5%
S	12	12.5%
s	8	8.3%
G	6	6.2%
e	5	5.2%
C	4	4.2%
u	4	4.2%
d	4	4.2%
i	4	4.2%
r	3	3.1%
Other values (18)	33	34.4%

Common

Value	Count	Frequency (%)
	105	43.2%
)	58	23.9%
(	52	21.4%
0	4	1.6%
&	4	1.6%
2	4	1.6%
1	4	1.6%
-	3	1.2%
.	2	0.8%
,	2	0.8%
Other values (4)	5	2.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2787	89.2%
ASCII	339	10.8%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	138	5.0%
어	116	4.2%
린	113	4.1%
집	109	3.9%
교	87	3.1%
학	87	3.1%
대	75	2.7%
원	69	2.5%
서	67	2.4%
울	58	2.1%
Other values (286)	1868	67.0%

ASCII

Value	Count	Frequency (%)
	105	31.0%
)	58	17.1%
(	52	15.3%
K	13	3.8%
S	12	3.5%
s	8	2.4%
G	6	1.8%
e	5	1.5%
0	4	1.2%
C	4	1.2%
Other values (32)	72	21.2%

최종수정일자
Date

Distinct	329
Distinct (%)	93.5%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

Minimum	2000-03-16 00:00:00
Maximum	2024-05-02 13:54:34

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

U	206
I	146

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	U
5th row	U

Common Values

Value	Count	Frequency (%)
U	206	58.5%
I	146	41.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	206	58.5%
i	146	41.5%

데이터갱신일자
Date

Distinct	149
Distinct (%)	42.3%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-05 00:04:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	10
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

어린이집	104
집단급식소	89
산업체	51
학교	48
공공기관	28
Other values (5)	32

Length

Max length	8
Median length	6
Mean length	3.8806818
Min length	2

Unique

Unique	2 ?
Unique (%)	0.6%

Sample

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

Common Values

Value	Count	Frequency (%)
어린이집	104	29.5%
집단급식소	89	25.3%
산업체	51	14.5%
학교	48	13.6%
공공기관	28	8.0%
병원	13	3.7%
사회복지시설	13	3.7%
기타 집단급식소	4	1.1%
기숙사	1	0.3%
산후조리원	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
어린이집	104	29.2%
집단급식소	93	26.1%
산업체	51	14.3%
학교	48	13.5%
공공기관	28	7.9%
병원	13	3.7%
사회복지시설	13	3.7%
기타	4	1.1%
기숙사	1	0.3%
산후조리원	1	0.3%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	229
Distinct (%)	69.2%
Missing	21
Missing (%)	6.0%
Infinite	0
Infinite (%)	0.0%
Mean	198514.73

Minimum	195960.55
Maximum	201963.94
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	195960.55
5-th percentile	196336.76
Q1	197369.93
median	198284.39
Q3	199816.94
95-th percentile	201037.82
Maximum	201963.94
Range	6003.3927
Interquartile range (IQR)	2447.0109

Descriptive statistics

Standard deviation	1450.9862
Coefficient of variation (CV)	0.0073092119
Kurtosis	-0.77999594
Mean	198514.73
Median Absolute Deviation (MAD)	1107.3271
Skewness	0.34340788
Sum	65708377
Variance	2105361.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
197378.869312565	6	1.7%
197002.668255774	5	1.4%
199554.074424085	4	1.1%
197759.173462514	4	1.1%
199884.542817692	4	1.1%
198195.965392583	4	1.1%
195960.546025512	4	1.1%
198550.794581565	4	1.1%
197177.065087584	4	1.1%
198062.887604585	4	1.1%
Other values (219)	288	81.8%
(Missing)	21	6.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
195960.546025512	4	1.1%
195998.893336	1	0.3%
196041.839277471	1	0.3%
196051.340889352	1	0.3%
196066.422789024	1	0.3%
196076.095289463	1	0.3%
196110.374956133	1	0.3%
196171.32627844	1	0.3%
196172.408351727	1	0.3%
196173.853620552	1	0.3%

Value	Count	Frequency (%)
201963.938724209	1	0.3%
201861.963482173	1	0.3%
201774.358976512	2	0.6%
201728.010848506	1	0.3%
201695.167711421	2	0.6%
201468.856591382	1	0.3%
201429.971161864	1	0.3%
201404.423016803	1	0.3%
201390.277398485	1	0.3%
201311.098858818	1	0.3%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	229
Distinct (%)	69.2%
Missing	21
Missing (%)	6.0%
Infinite	0
Infinite (%)	0.0%
Mean	453010.06

Minimum	451670.16
Maximum	457299.25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	451670.16
5-th percentile	451925.63
Q1	452316.32
median	452632.52
Q3	453395.73
95-th percentile	455612.12
Maximum	457299.25
Range	5629.0919
Interquartile range (IQR)	1079.4157

Descriptive statistics

Standard deviation	1089.4511
Coefficient of variation (CV)	0.0024049159
Kurtosis	3.2342637
Mean	453010.06
Median Absolute Deviation (MAD)	430.25811
Skewness	1.8027368
Sum	1.4994633 × 10⁸
Variance	1186903.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
453604.515961562	6	1.7%
452893.430637392	5	1.4%
453721.462706742	4	1.1%
452506.21248055	4	1.1%
453159.275389535	4	1.1%
451925.63111828	4	1.1%
455612.122672739	4	1.1%
452315.522758616	4	1.1%
452052.417209337	4	1.1%
451944.499629593	4	1.1%
Other values (219)	288	81.8%
(Missing)	21	6.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
451670.158825331	1	0.3%
451678.787536538	1	0.3%
451776.44366444	2	0.6%
451811.272474605	1	0.3%
451813.489945391	1	0.3%
451862.481099552	1	0.3%
451896.027279239	1	0.3%
451901.406014861	2	0.6%
451911.789172214	2	0.6%
451912.712967267	1	0.3%

Value	Count	Frequency (%)
457299.250731	1	0.3%
456891.311065672	1	0.3%
456851.634243726	1	0.3%
456849.290514941	1	0.3%
456738.077295995	1	0.3%
456724.709280082	1	0.3%
456495.179178678	1	0.3%
456471.02212561	1	0.3%
456441.606296067	1	0.3%
456108.810250198	2	0.6%

위생업태명
Categorical

Distinct	10
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	109
집단급식소	89
어린이집	75
산업체	32
공공기관	18
Other values (5)	29

Length

Max length	8
Median length	4
Mean length	4.0965909
Min length	2

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	109	31.0%
집단급식소	89	25.3%
어린이집	75	21.3%
산업체	32	9.1%
공공기관	18	5.1%
학교	15	4.3%
병원	6	1.7%
사회복지시설	5	1.4%
기타 집단급식소	2	0.6%
산후조리원	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	109	30.8%
집단급식소	91	25.7%
어린이집	75	21.2%
산업체	32	9.0%
공공기관	18	5.1%
학교	15	4.2%
병원	6	1.7%
사회복지시설	5	1.4%
기타	2	0.6%
산후조리원	1	0.3%

남성종사자수
Categorical

Distinct	3
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	257
0	94
2	1

Length

Max length	4
Median length	4
Mean length	3.1903409
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	257	73.0%
0	94	26.7%
2	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	257	73.0%
0	94	26.7%
2	1	0.3%

여성종사자수
Categorical

Distinct	3
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	257
0	94
2	1

Length

Max length	4
Median length	4
Mean length	3.1903409
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	257	73.0%
0	94	26.7%
2	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	257	73.0%
0	94	26.7%
2	1	0.3%

영업장주변구분명
Categorical

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	268
기타	84

Length

Max length	4
Median length	4
Mean length	3.5227273
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	268	76.1%
기타	84	23.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	268	76.1%
기타	84	23.9%

등급구분명
Categorical

Distinct	3
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	268
기타	82
자율	2

Length

Max length	4
Median length	4
Mean length	3.5227273
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	268	76.1%
기타	82	23.3%
자율	2	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	268	76.1%
기타	82	23.3%
자율	2	0.6%

급수시설구분명
Categorical

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	290
상수도전용	62

Length

Max length	5
Median length	4
Mean length	4.1761364
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>	290	82.4%
상수도전용	62	17.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	290	82.4%
상수도전용	62	17.6%

총인원
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	335
0	17

Length

Max length	4
Median length	4
Mean length	3.8551136
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>	335	95.2%
0	17	4.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	335	95.2%
0	17	4.8%

본사종업원수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	3.7%
Missing	191
Missing (%)	54.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.19875776

Minimum	0
Maximum	17
Zeros	155
Zeros (%)	44.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	17
Range	17
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.4782586
Coefficient of variation (CV)	7.4374885
Kurtosis	108.23918
Mean	0.19875776
Median Absolute Deviation (MAD)	0
Skewness	9.97234
Sum	32
Variance	2.1852484
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	155	44.0%
2	2	0.6%
7	1	0.3%
3	1	0.3%
1	1	0.3%
17	1	0.3%
(Missing)	191	54.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	155	44.0%
1	1	0.3%
2	2	0.6%
3	1	0.3%
7	1	0.3%
17	1	0.3%

Value	Count	Frequency (%)
17	1	0.3%
7	1	0.3%
3	1	0.3%
2	2	0.6%
1	1	0.3%
0	155	44.0%

공장사무직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	335
0	17

Length

Max length	4
Median length	4
Mean length	3.8551136
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>	335	95.2%
0	17	4.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	335	95.2%
0	17	4.8%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	335
0	17

Length

Max length	4
Median length	4
Mean length	3.8551136
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>	335	95.2%
0	17	4.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	335	95.2%
0	17	4.8%

공장생산직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	335
0	17

Length

Max length	4
Median length	4
Mean length	3.8551136
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>	335	95.2%
0	17	4.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	335	95.2%
0	17	4.8%

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	332
자가	16
임대	4

Length

Max length	4
Median length	4
Mean length	3.8863636
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>	332	94.3%
자가	16	4.5%
임대	4	1.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	332	94.3%
자가	16	4.5%
임대	4	1.1%

보증액
Categorical

Distinct	3
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	245
0	106
90000000	1

Length

Max length	8
Median length	4
Mean length	3.1079545
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	245	69.6%
0	106	30.1%
90000000	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	245	69.6%
0	106	30.1%
90000000	1	0.3%

월세액
Categorical

Distinct	3
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	245
0	106
4000000	1

Length

Max length	7
Median length	4
Mean length	3.1051136
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	245	69.6%
0	106	30.1%
4000000	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	245	69.6%
0	106	30.1%
4000000	1	0.3%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.4%
Missing	109
Missing (%)	31.0%
Memory size	836.0 B

False	243
(Missing)	109

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	243	69.0%
(Missing)	109	31.0%

시설총규모
Real number (ℝ)

MISSING ZEROS

Distinct	121
Distinct (%)	49.8%
Missing	109
Missing (%)	31.0%
Infinite	0
Infinite (%)	0.0%
Mean	188.45198

Minimum	0
Maximum	4177
Zeros	101
Zeros (%)	28.7%
Negative	0
Negative (%)	0.0%
Memory size	3.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	27
Q3	201.035
95-th percentile	794.826
Maximum	4177
Range	4177
Interquartile range (IQR)	201.035

Descriptive statistics

Standard deviation	425.00096
Coefficient of variation (CV)	2.2552216
Kurtosis	36.637002
Mean	188.45198
Median Absolute Deviation (MAD)	27
Skewness	5.1354456
Sum	45793.83
Variance	180625.81
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	101	28.7%
18.0	6	1.7%
100.0	4	1.1%
30.0	4	1.1%
45.0	4	1.1%
25.0	3	0.9%
157.35	2	0.6%
33.0	2	0.6%
24.0	2	0.6%
45.59	2	0.6%
Other values (111)	113	32.1%
(Missing)	109	31.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	101	28.7%
6.9	1	0.3%
7.2	1	0.3%
10.0	1	0.3%
12.43	1	0.3%
15.0	1	0.3%
15.05	1	0.3%
16.8	1	0.3%
18.0	6	1.7%
20.0	1	0.3%

Value	Count	Frequency (%)
4177.0	1	0.3%
2227.84	1	0.3%
1989.12	1	0.3%
1932.0	1	0.3%
1867.96	1	0.3%
1445.4	1	0.3%
1398.0	1	0.3%
1178.38	1	0.3%
947.94	1	0.3%
907.5	1	0.3%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	352
Missing (%)	100.0%
Memory size	3.2 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	3000000	3000000-105-1960-00076	19600104	<NA>	3	폐업	2	폐업	20080801	<NA>	<NA>	<NA>	02 7605442	<NA>	110126	서울특별시 종로구 종로6가 70번지	<NA>	<NA>	이화여대부속동대문병원환자식당	2008-04-23 10:24:00	I	2018-08-31 23:59:59.0	집단급식소	200714.358027	452225.618376	집단급식소	0	0	기타	기타	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	626.1	<NA>	<NA>	<NA>
1	3000000	3000000-105-1967-00003	19670301	<NA>	3	폐업	2	폐업	20050225	<NA>	<NA>	<NA>	02 7309391	<NA>	110122	서울특별시 종로구 종로2가 9-0번지	<NA>	<NA>	서울YMCA	2003-02-25 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	198630.796271	452035.412647	집단급식소	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	57.56	<NA>	<NA>	<NA>
2	3000000	3000000-105-1968-00033	19680405	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 7636065	<NA>	110260	서울특별시 종로구 가회동 210-0번지	서울특별시 종로구 북촌로4길 7 (가회동)	3056	서울재동초등학교	2017-08-23 18:54:27	I	2018-08-31 23:59:59.0	학교	198658.537381	453062.773961	학교	0	0	기타	기타	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	109.1	<NA>	<NA>	<NA>
3	3000000	3000000-105-1968-00104	1968-11-02	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0220012001	286.25	110-746	서울특별시 종로구 평동 108-1 강북삼성병원 A관 10층	서울특별시 종로구 새문안로 29, 강북삼성병원 A관 10층 (평동)	3181	강북삼성병원 환자식당	2023-05-31 10:08:18	U	2022-12-06 00:02:00.0	병원	197111.969638	451776.443664	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4	3000000	3000000-105-1972-00024	19900331	<NA>	3	폐업	2	폐업	20220613	<NA>	<NA>	<NA>	02 3799232	165.00	110804	서울특별시 종로구 구기동 216-2	서울특별시 종로구 비봉길 76 (구기동)	3001	사회복지법인 청운양로원	2022-06-13 14:39:12	U	2021-12-05 23:06:00.0	사회복지시설	195998.893336	457299.250731	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5	3000000	3000000-105-1972-00034	19721201	<NA>	3	폐업	2	폐업	20210216	<NA>	<NA>	<NA>	0220118340	125.40	110140	서울특별시 종로구 수송동 146-12	서울특별시 종로구 종로1길 36 (수송동)	3152	대림산업(주)구내식당	2021-02-16 16:37:04	U	2021-02-18 02:40:00.0	산업체	198087.664845	452355.919806	산업체	0	0	기타	기타	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	907.5	<NA>	<NA>	<NA>
6	3000000	3000000-105-1974-00008	19740325	<NA>	3	폐업	2	폐업	19950629	<NA>	<NA>	<NA>	02 7625111	<NA>	110522	서울특별시 종로구 명륜2가 4-0번지	<NA>	<NA>	고대혜화병원	2001-09-29 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	199878.668538	453693.071412	집단급식소	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	588.9	<NA>	<NA>	<NA>
7	3000000	3000000-105-1975-00077	19750523	<NA>	3	폐업	2	폐업	19941012	<NA>	<NA>	<NA>	02 7654181	<NA>	110360	서울특별시 종로구 와룡동 161-0번지	<NA>	<NA>	의료볍인중앙병원식당	2001-11-20 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	199096.896175	452530.065361	집단급식소	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	230.6	<NA>	<NA>	<NA>
8	3000000	3000000-105-1978-00015	19780716	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0220722762	73.00	110744	서울특별시 종로구 연건동 28-21 서울대학교병원	서울특별시 종로구 대학로 101, 서울대학교병원 (연건동)	3080	서울대학교병원	2022-11-01 11:39:30	U	2021-11-01 00:03:00.0	병원	199824.095975	452984.360451	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9	3000000	3000000-105-1979-00031	19790901	<NA>	3	폐업	2	폐업	20100630	<NA>	<NA>	<NA>	0237041663	<NA>	110230	서울특별시 종로구 삼청동 25-1번지	<NA>	<NA>	교육인적자원부교원소청심사위원회	2008-04-23 10:24:11	I	2018-08-31 23:59:59.0	집단급식소	198416.776072	453972.440897	집단급식소	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	477.88	<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
342	3000000	3000000-105-2021-00012	20211208	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0222311896	27.43	110410	서울특별시 종로구 인의동 28-2 종로플레이스 2층	서울특별시 종로구 창경궁로 120, 종로플레이스 2층 (인의동)	3130	청정원종로어린이집	2021-12-08 16:32:58	I	2021-12-10 00:22:42.0	어린이집	199785.078778	452316.318503	어린이집	0	0	<NA>	<NA>	상수도전용	0	0	0	0	0	<NA>	0	0	N	20.0	<NA>	<NA>	<NA>
343	3000000	3000000-105-2022-00001	2022-04-28	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 62131010	132.09	110-460	서울특별시 종로구 연건동 39 대학로빌딩	서울특별시 종로구 대학로 89, 대학로빌딩 지하1,지하2층 (연건동)	3082	치휴한방병원	2023-08-02 10:43:34	U	2022-12-08 00:04:00.0	병원	200089.004473	452986.206777	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
344	3000000	3000000-105-2022-00002	2022-08-09	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 739 7725	108.74	110-122	서울특별시 종로구 종로2가 84-9 대한성서공회 종로회관	서울특별시 종로구 종로 66, 대한성서공회 종로회관 1층 (종로2가)	3189	SBXG(에스비엑스지)	2023-12-28 13:54:23	U	2022-11-01 21:00:00.0	산업체	198578.041924	451963.44156	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
345	3000000	3000000-105-2022-00003	2022-08-11	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	1573.32	110-754	서울특별시 종로구 연지동 1-7 현대그룹빌딩 동관	서울특별시 종로구 율곡로 194, 현대그룹빌딩 동관 지하1층 (연지동)	3127	(주)현대그린푸드현대엘리베이터점	2023-06-21 09:48:45	U	2022-12-05 22:03:00.0	산업체	199976.765493	452526.527263	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
346	3000000	3000000-105-2022-00004	2022-10-13	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	246.13	110-061	서울특별시 종로구 신문로1가 42 새문안교회	서울특별시 종로구 새문안로 79, 새문안교회 (신문로1가)	3182	대한예수교장로회새문안교회	2023-06-21 09:46:02	U	2022-12-05 22:03:00.0	기타 집단급식소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
347	3000000	3000000-105-2022-00005	2022-12-13	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 62711557	209.88	110-530	서울특별시 종로구 혜화동 5-55 혜성교회	서울특별시 종로구 혜화로6길 80, 혜성교회, 교육관 지하1층 (혜화동)	3067	이야기교육공동체	2023-08-02 10:44:28	U	2022-12-08 00:04:00.0	기타 집단급식소	200041.547714	454222.425499	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
348	3000000	3000000-105-2023-00002	2023-07-20	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 21217343	1079.39	110-300	서울특별시 종로구 관훈동 192-18 SK건설빌딩, 지하1층	서울특별시 종로구 인사동7길 32, SK건설빌딩, 지하1층 (관훈동)	3149	SK온 온기	2023-12-27 11:20:00	U	2022-11-01 22:09:00.0	산업체	198550.794582	452315.522759	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
349	3000000	3000000-105-2023-00003	2023-08-04	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 21353909	62.78	110-846	서울특별시 종로구 평창동 101-1	서울특별시 종로구 평창25길 8, 1층 (평창동)	3004	아름다운 재활요양원	2023-08-04 14:39:25	I	2022-12-08 00:06:00.0	사회복지시설	197681.281073	456441.606296	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
350	3000000	3000000-105-2023-00004	2023-12-07	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 559 7044	130.35	110-300	서울특별시 종로구 관훈동 155-2	서울특별시 종로구 인사동길 49, 지하2층 (관훈동)	3145	나인트리 프리미어 호텔 인사동	2023-12-13 13:49:33	U	2022-11-01 23:06:00.0	산업체	198498.918633	452473.40375	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
351	3000000	3000000-105-2024-00001	2024-03-14	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 21352671	0.00	110-847	서울특별시 종로구 평창동 153-3 KB골든라이프케어평창카운티	서울특별시 종로구 평창문화로 87, KB골든라이프케어평창카운티 지하1층 (평창동)	3009	(주)KB골든라이프케어 평창카운티	2024-03-14 17:36:52	I	2023-12-02 23:06:00.0	사회복지시설	197349.173373	456108.81025	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

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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

Space Separator

Dash Punctuation

Other Punctuation

Close Punctuation

Open Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks