gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	549
Missing cells	4849
Missing cells (%)	20.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	201.2 KiB
Average record size in memory	375.2 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	영등포구
URL	https://data.seoul.go.kr/dataList/OA-18270/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`여성종사자수` is highly imbalanced (66.0%)	Imbalance
`영업장주변구분명` is highly imbalanced (62.5%)	Imbalance
`등급구분명` is highly imbalanced (71.7%)	Imbalance
`급수시설구분명` is highly imbalanced (51.7%)	Imbalance
`본사종업원수` is highly imbalanced (67.1%)	Imbalance
`공장사무직종업원수` is highly imbalanced (72.2%)	Imbalance
`공장판매직종업원수` is highly imbalanced (66.1%)	Imbalance
`공장생산직종업원수` is highly imbalanced (75.4%)	Imbalance
`인허가취소일자` has 549 (100.0%) missing values	Missing
`폐업일자` has 72 (13.1%) missing values	Missing
`휴업시작일자` has 549 (100.0%) missing values	Missing
`휴업종료일자` has 549 (100.0%) missing values	Missing
`재개업일자` has 549 (100.0%) missing values	Missing
`전화번호` has 177 (32.2%) missing values	Missing
`소재지면적` has 65 (11.8%) missing values	Missing
`소재지우편번호` has 7 (1.3%) missing values	Missing
`지번주소` has 7 (1.3%) missing values	Missing
`도로명주소` has 226 (41.2%) missing values	Missing
`도로명우편번호` has 237 (43.2%) missing values	Missing
`좌표정보(X)` has 16 (2.9%) missing values	Missing
`좌표정보(Y)` has 16 (2.9%) missing values	Missing
`남성종사자수` has 61 (11.1%) missing values	Missing
`다중이용업소여부` has 61 (11.1%) missing values	Missing
`시설총규모` has 61 (11.1%) missing values	Missing
`전통업소지정번호` has 549 (100.0%) missing values	Missing
`전통업소주된음식` has 549 (100.0%) missing values	Missing
`홈페이지` has 549 (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
`남성종사자수` has 473 (86.2%) zeros	Zeros
`시설총규모` has 450 (82.0%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 06:22:24.551870
Analysis finished	2024-05-11 06:22:26.327658
Duration	1.78 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

3180000	549

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3180000
2nd row	3180000
3rd row	3180000
4th row	3180000
5th row	3180000

Common Values

Value	Count	Frequency (%)
3180000	549	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3180000	549	100.0%

관리번호
Text

UNIQUE

Distinct	549
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

Length

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

Characters and Unicode

Total characters	12078
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	549 ?
Unique (%)	100.0%

Sample

1st row	3180000-106-1966-00381
2nd row	3180000-106-1966-00437
3rd row	3180000-106-1966-00913
4th row	3180000-106-1969-00380
5th row	3180000-106-1969-00436

Value	Count	Frequency (%)
3180000-106-1966-00381	1	0.2%
3180000-106-2011-00019	1	0.2%
3180000-106-2013-00017	1	0.2%
3180000-106-2013-00016	1	0.2%
3180000-106-2013-00015	1	0.2%
3180000-106-2013-00014	1	0.2%
3180000-106-2013-00013	1	0.2%
3180000-106-2013-00012	1	0.2%
3180000-106-2013-00011	1	0.2%
3180000-106-2009-00006	1	0.2%
Other values (539)	539	98.2%

Most occurring characters

Value	Count	Frequency (%)
0	5304	43.9%
1	1724	14.3%
-	1647	13.6%
8	704	5.8%
2	698	5.8%
3	688	5.7%
6	670	5.5%
9	209	1.7%
7	170	1.4%
4	151	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10431	86.4%
Dash Punctuation	1647	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5304	50.8%
1	1724	16.5%
8	704	6.7%
2	698	6.7%
3	688	6.6%
6	670	6.4%
9	209	2.0%
7	170	1.6%
4	151	1.4%
5	113	1.1%

Dash Punctuation

Value	Count	Frequency (%)
-	1647	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	12078	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5304	43.9%
1	1724	14.3%
-	1647	13.6%
8	704	5.8%
2	698	5.8%
3	688	5.7%
6	670	5.5%
9	209	1.7%
7	170	1.4%
4	151	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12078	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5304	43.9%
1	1724	14.3%
-	1647	13.6%
8	704	5.8%
2	698	5.8%
3	688	5.7%
6	670	5.5%
9	209	1.7%
7	170	1.4%
4	151	1.3%

인허가일자
Date

Distinct	513
Distinct (%)	93.4%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

Minimum	1965-09-21 00:00:00
Maximum	2024-04-11 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	549
Missing (%)	100.0%
Memory size	5.0 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

3	477
1	72

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	477	86.9%
1	72	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	477	86.9%
1	72	13.1%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

폐업	477
영업/정상	72

Length

Max length	5
Median length	2
Mean length	2.3934426
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	477	86.9%
영업/정상	72	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	477	86.9%
영업/정상	72	13.1%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

2	477
1	72

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	477	86.9%
1	72	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	477	86.9%
1	72	13.1%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

폐업	477
영업	72

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	477	86.9%
영업	72	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	477	86.9%
영업	72	13.1%

폐업일자
Date

MISSING

Distinct	424
Distinct (%)	88.9%
Missing	72
Missing (%)	13.1%
Memory size	4.4 KiB

Minimum	1996-05-30 00:00:00
Maximum	2024-03-28 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	549
Missing (%)	100.0%
Memory size	5.0 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	549
Missing (%)	100.0%
Memory size	5.0 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	549
Missing (%)	100.0%
Memory size	5.0 KiB

전화번호
Text

MISSING

Distinct	338
Distinct (%)	90.9%
Missing	177
Missing (%)	32.2%
Memory size	4.4 KiB

Length

Max length	12
Median length	10
Mean length	9.3521505
Min length	2

Characters and Unicode

Total characters	3479
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	328 ?
Unique (%)	88.2%

Sample

1st row	02
2nd row	0226344221
3rd row	0226290514
4th row	0226340171
5th row	0226340171

Value	Count	Frequency (%)
02	167	31.5%
070	3	0.6%
8439277	2	0.4%
8351267	2	0.4%
6714301	2	0.4%
8313603	2	0.4%
0226329647	2	0.4%
0226788933	2	0.4%
0226340171	2	0.4%
0226316784	2	0.4%
Other values (342)	344	64.9%

Most occurring characters

Value	Count	Frequency (%)
2	633	18.2%
0	571	16.4%
6	362	10.4%
8	342	9.8%
3	321	9.2%
7	276	7.9%
4	224	6.4%
5	207	5.9%
1	205	5.9%
	180	5.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3299	94.8%
Space Separator	180	5.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	633	19.2%
0	571	17.3%
6	362	11.0%
8	342	10.4%
3	321	9.7%
7	276	8.4%
4	224	6.8%
5	207	6.3%
1	205	6.2%
9	158	4.8%

Space Separator

Value	Count	Frequency (%)
	180	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3479	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	633	18.2%
0	571	16.4%
6	362	10.4%
8	342	9.8%
3	321	9.2%
7	276	7.9%
4	224	6.4%
5	207	5.9%
1	205	5.9%
	180	5.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3479	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	633	18.2%
0	571	16.4%
6	362	10.4%
8	342	9.8%
3	321	9.2%
7	276	7.9%
4	224	6.4%
5	207	5.9%
1	205	5.9%
	180	5.2%

소재지면적
Text

MISSING

Distinct	396
Distinct (%)	81.8%
Missing	65
Missing (%)	11.8%
Memory size	4.4 KiB

Length

Max length	9
Median length	5
Mean length	5.1818182
Min length	3

Characters and Unicode

Total characters	2508
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	344 ?
Unique (%)	71.1%

Sample

1st row	106.25
2nd row	810.00
3rd row	810.00
4th row	.00
5th row	240.00

Value	Count	Frequency (%)
00	18	3.7%
33.00	7	1.4%
120.00	5	1.0%
23.00	4	0.8%
66.00	4	0.8%
22.80	3	0.6%
39.00	3	0.6%
49.50	3	0.6%
50.00	3	0.6%
45.00	3	0.6%
Other values (386)	431	89.0%

Most occurring characters

Value	Count	Frequency (%)
0	531	21.2%
.	484	19.3%
1	237	9.4%
5	185	7.4%
3	181	7.2%
4	175	7.0%
2	172	6.9%
6	142	5.7%
8	136	5.4%
9	135	5.4%
Other values (2)	130	5.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2023	80.7%
Other Punctuation	485	19.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	531	26.2%
1	237	11.7%
5	185	9.1%
3	181	8.9%
4	175	8.7%
2	172	8.5%
6	142	7.0%
8	136	6.7%
9	135	6.7%
7	129	6.4%

Other Punctuation

Value	Count	Frequency (%)
.	484	99.8%
,	1	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	2508	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	531	21.2%
.	484	19.3%
1	237	9.4%
5	185	7.4%
3	181	7.2%
4	175	7.0%
2	172	6.9%
6	142	5.7%
8	136	5.4%
9	135	5.4%
Other values (2)	130	5.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2508	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	531	21.2%
.	484	19.3%
1	237	9.4%
5	185	7.4%
3	181	7.2%
4	175	7.0%
2	172	6.9%
6	142	5.7%
8	136	5.4%
9	135	5.4%
Other values (2)	130	5.2%

소재지우편번호
Text

MISSING

Distinct	124
Distinct (%)	22.9%
Missing	7
Missing (%)	1.3%
Memory size	4.4 KiB

Length

Max length	7
Median length	6
Mean length	6.0738007
Min length	6

Characters and Unicode

Total characters	3292
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	47 ?
Unique (%)	8.7%

Sample

1st row	150096
2nd row	150096
3rd row	150096
4th row	150866
5th row	150866

Value	Count	Frequency (%)
150841	29	5.4%
150105	20	3.7%
150103	18	3.3%
150800	17	3.1%
150866	15	2.8%
150867	15	2.8%
150035	14	2.6%
150092	13	2.4%
150863	13	2.4%
150095	12	2.2%
Other values (114)	376	69.4%

Most occurring characters

Value	Count	Frequency (%)
0	843	25.6%
1	705	21.4%
5	656	19.9%
8	377	11.5%
3	154	4.7%
6	130	3.9%
9	127	3.9%
4	118	3.6%
2	90	2.7%
7	52	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3252	98.8%
Dash Punctuation	40	1.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	843	25.9%
1	705	21.7%
5	656	20.2%
8	377	11.6%
3	154	4.7%
6	130	4.0%
9	127	3.9%
4	118	3.6%
2	90	2.8%
7	52	1.6%

Dash Punctuation

Value	Count	Frequency (%)
-	40	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3292	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	843	25.6%
1	705	21.4%
5	656	19.9%
8	377	11.5%
3	154	4.7%
6	130	3.9%
9	127	3.9%
4	118	3.6%
2	90	2.7%
7	52	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3292	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	843	25.6%
1	705	21.4%
5	656	19.9%
8	377	11.5%
3	154	4.7%
6	130	3.9%
9	127	3.9%
4	118	3.6%
2	90	2.7%
7	52	1.6%

지번주소
Text

MISSING

Distinct	520
Distinct (%)	95.9%
Missing	7
Missing (%)	1.3%
Memory size	4.4 KiB

Length

Max length	53
Median length	46
Mean length	27.129151
Min length	18

Characters and Unicode

Total characters	14704
Distinct characters	190
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	501 ?
Unique (%)	92.4%

Sample

1st row	서울특별시 영등포구 문래동6가 21-0번지
2nd row	서울특별시 영등포구 문래동6가 21-0번지
3rd row	서울특별시 영등포구 문래동6가 21-0번지
4th row	서울특별시 영등포구 양평동4가 16-1번지
5th row	서울특별시 영등포구 양평동4가 16-1번지

Value	Count	Frequency (%)
서울특별시	542	21.0%
영등포구	542	21.0%
신길동	80	3.1%
대림동	73	2.8%
1층	53	2.1%
양평동4가	36	1.4%
여의도동	32	1.2%
문래동3가	30	1.2%
지하1층	30	1.2%
양평동1가	27	1.0%
Other values (701)	1133	43.9%

Most occurring characters

Value	Count	Frequency (%)
	2496	17.0%
1	650	4.4%
영	610	4.1%
포	606	4.1%
등	605	4.1%
동	562	3.8%
시	549	3.7%
구	542	3.7%
울	542	3.7%
서	542	3.7%
Other values (180)	7000	47.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8928	60.7%
Decimal Number	2734	18.6%
Space Separator	2496	17.0%
Dash Punctuation	437	3.0%
Uppercase Letter	40	0.3%
Close Punctuation	23	0.2%
Open Punctuation	23	0.2%
Other Punctuation	22	0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
영	610	6.8%
포	606	6.8%
등	605	6.8%
동	562	6.3%
시	549	6.1%
구	542	6.1%
울	542	6.1%
서	542	6.1%
별	542	6.1%
특	542	6.1%
Other values (155)	3286	36.8%

Decimal Number

Value	Count	Frequency (%)
1	650	23.8%
2	370	13.5%
3	321	11.7%
4	255	9.3%
5	249	9.1%
6	233	8.5%
0	219	8.0%
7	168	6.1%
8	139	5.1%
9	130	4.8%

Uppercase Letter

Value	Count	Frequency (%)
B	15	37.5%
K	8	20.0%
A	6	15.0%
S	6	15.0%
M	2	5.0%
V	1	2.5%
P	1	2.5%
T	1	2.5%

Other Punctuation

Value	Count	Frequency (%)
,	18	81.8%
.	4	18.2%

Space Separator

Value	Count	Frequency (%)
	2496	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	437	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	23	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	23	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	8928	60.7%
Common	5736	39.0%
Latin	40	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
영	610	6.8%
포	606	6.8%
등	605	6.8%
동	562	6.3%
시	549	6.1%
구	542	6.1%
울	542	6.1%
서	542	6.1%
별	542	6.1%
특	542	6.1%
Other values (155)	3286	36.8%

Common

Value	Count	Frequency (%)
	2496	43.5%
1	650	11.3%
-	437	7.6%
2	370	6.5%
3	321	5.6%
4	255	4.4%
5	249	4.3%
6	233	4.1%
0	219	3.8%
7	168	2.9%
Other values (7)	338	5.9%

Latin

Value	Count	Frequency (%)
B	15	37.5%
K	8	20.0%
A	6	15.0%
S	6	15.0%
M	2	5.0%
V	1	2.5%
P	1	2.5%
T	1	2.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8928	60.7%
ASCII	5776	39.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2496	43.2%
1	650	11.3%
-	437	7.6%
2	370	6.4%
3	321	5.6%
4	255	4.4%
5	249	4.3%
6	233	4.0%
0	219	3.8%
7	168	2.9%
Other values (15)	378	6.5%

Hangul

Value	Count	Frequency (%)
영	610	6.8%
포	606	6.8%
등	605	6.8%
동	562	6.3%
시	549	6.1%
구	542	6.1%
울	542	6.1%
서	542	6.1%
별	542	6.1%
특	542	6.1%
Other values (155)	3286	36.8%

도로명주소
Text

MISSING

Distinct	319
Distinct (%)	98.8%
Missing	226
Missing (%)	41.2%
Memory size	4.4 KiB

Length

Max length	71
Median length	50
Mean length	34.337461
Min length	24

Characters and Unicode

Total characters	11091
Distinct characters	181
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	315 ?
Unique (%)	97.5%

Sample

1st row	서울특별시 영등포구 양평로21길 25 (양평동4가)
2nd row	서울특별시 영등포구 당산로41길 11, B125-127호 (당산동4가)
3rd row	서울특별시 영등포구 신길로 87 (문래동3가)
4th row	서울특별시 영등포구 양평로 158 (양평동5가)
5th row	서울특별시 영등포구 버드나루로20길 6 (당산동)

Value	Count	Frequency (%)
서울특별시	323	16.5%
영등포구	323	16.5%
1층	43	2.2%
신길동	40	2.0%
대림동	32	1.6%
지하1층	28	1.4%
여의도동	22	1.1%
양평동1가	20	1.0%
선유로	17	0.9%
양평동5가	17	0.9%
Other values (558)	1097	55.9%

Most occurring characters

Value	Count	Frequency (%)
	1639	14.8%
1	504	4.5%
영	395	3.6%
포	378	3.4%
등	377	3.4%
동	345	3.1%
서	336	3.0%
시	330	3.0%
(	329	3.0%
)	329	3.0%
Other values (171)	6129	55.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6551	59.1%
Decimal Number	1848	16.7%
Space Separator	1639	14.8%
Open Punctuation	329	3.0%
Close Punctuation	329	3.0%
Other Punctuation	274	2.5%
Dash Punctuation	72	0.6%
Uppercase Letter	45	0.4%
Math Symbol	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
영	395	6.0%
포	378	5.8%
등	377	5.8%
동	345	5.3%
서	336	5.1%
시	330	5.0%
별	323	4.9%
울	323	4.9%
로	323	4.9%
특	323	4.9%
Other values (144)	3098	47.3%

Decimal Number

Value	Count	Frequency (%)
1	504	27.3%
2	307	16.6%
3	220	11.9%
4	160	8.7%
0	147	8.0%
5	128	6.9%
6	106	5.7%
7	106	5.7%
8	100	5.4%
9	70	3.8%

Uppercase Letter

Value	Count	Frequency (%)
B	17	37.8%
A	8	17.8%
K	7	15.6%
S	5	11.1%
M	2	4.4%
F	2	4.4%
E	1	2.2%
V	1	2.2%
P	1	2.2%
T	1	2.2%

Other Punctuation

Value	Count	Frequency (%)
,	273	99.6%
.	1	0.4%

Space Separator

Value	Count	Frequency (%)
	1639	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	329	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	329	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	72	100.0%

Math Symbol

Value	Count	Frequency (%)
~	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6551	59.1%
Common	4495	40.5%
Latin	45	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
영	395	6.0%
포	378	5.8%
등	377	5.8%
동	345	5.3%
서	336	5.1%
시	330	5.0%
별	323	4.9%
울	323	4.9%
로	323	4.9%
특	323	4.9%
Other values (144)	3098	47.3%

Common

Value	Count	Frequency (%)
	1639	36.5%
1	504	11.2%
(	329	7.3%
)	329	7.3%
2	307	6.8%
,	273	6.1%
3	220	4.9%
4	160	3.6%
0	147	3.3%
5	128	2.8%
Other values (7)	459	10.2%

Latin

Value	Count	Frequency (%)
B	17	37.8%
A	8	17.8%
K	7	15.6%
S	5	11.1%
M	2	4.4%
F	2	4.4%
E	1	2.2%
V	1	2.2%
P	1	2.2%
T	1	2.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6551	59.1%
ASCII	4540	40.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1639	36.1%
1	504	11.1%
(	329	7.2%
)	329	7.2%
2	307	6.8%
,	273	6.0%
3	220	4.8%
4	160	3.5%
0	147	3.2%
5	128	2.8%
Other values (17)	504	11.1%

Hangul

Value	Count	Frequency (%)
영	395	6.0%
포	378	5.8%
등	377	5.8%
동	345	5.3%
서	336	5.1%
시	330	5.0%
별	323	4.9%
울	323	4.9%
로	323	4.9%
특	323	4.9%
Other values (144)	3098	47.3%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	127
Distinct (%)	40.7%
Missing	237
Missing (%)	43.2%
Infinite	0
Infinite (%)	0.0%
Mean	7298.4455

Minimum	7201
Maximum	7448
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.0 KiB

Quantile statistics

Minimum	7201
5-th percentile	7205
Q1	7251
median	7286.5
Q3	7352
95-th percentile	7418.45
Maximum	7448
Range	247
Interquartile range (IQR)	101

Descriptive statistics

Standard deviation	68.342176
Coefficient of variation (CV)	0.0093639359
Kurtosis	-0.86066773
Mean	7298.4455
Median Absolute Deviation (MAD)	48.5
Skewness	0.43057203
Sum	2277115
Variance	4670.653
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7290	11	2.0%
7272	11	2.0%
7205	9	1.6%
7299	9	1.6%
7265	9	1.6%
7333	8	1.5%
7383	7	1.3%
7208	7	1.3%
7286	6	1.1%
7207	6	1.1%
Other values (117)	229	41.7%
(Missing)	237	43.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7201	3	0.5%
7202	3	0.5%
7203	1	0.2%
7204	1	0.2%
7205	9	1.6%
7206	5	0.9%
7207	6	1.1%
7208	7	1.3%
7209	4	0.7%
7212	1	0.2%

Value	Count	Frequency (%)
7448	1	0.2%
7446	1	0.2%
7442	1	0.2%
7439	2	0.4%
7436	1	0.2%
7433	1	0.2%
7432	1	0.2%
7430	1	0.2%
7429	2	0.4%
7427	1	0.2%

사업장명
Text

Distinct	521
Distinct (%)	94.9%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

Length

Max length	35
Median length	31
Mean length	6.4699454
Min length	2

Characters and Unicode

Total characters	3552
Distinct characters	473
Distinct categories	9 ?
Distinct scripts	4 ?
Distinct blocks	3 ?

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

Unique

Unique	497 ?
Unique (%)	90.5%

Sample

1st row	(주)롯데삼강
2nd row	(주)롯데삼강
3rd row	(주)롯데삼강
4th row	(주)롯데제과
5th row	(주)롯데제과

Value	Count	Frequency (%)
주식회사	15	2.4%
coffee	5	0.8%
바오담	4	0.6%
커피	3	0.5%
roasters	3	0.5%
주)롯데삼강	3	0.5%
우리식품	3	0.5%
서울식품	3	0.5%
로스터스	2	0.3%
삼촌과조카	2	0.3%
Other values (559)	582	93.1%

Most occurring characters

Value	Count	Frequency (%)
식	143	4.0%
주	141	4.0%
(	139	3.9%
)	139	3.9%
품	124	3.5%
스	87	2.4%
	76	2.1%
이	62	1.7%
드	62	1.7%
리	58	1.6%
Other values (463)	2521	71.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2956	83.2%
Open Punctuation	139	3.9%
Close Punctuation	139	3.9%
Uppercase Letter	124	3.5%
Lowercase Letter	97	2.7%
Space Separator	76	2.1%
Other Punctuation	14	0.4%
Decimal Number	6	0.2%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
식	143	4.8%
주	141	4.8%
품	124	4.2%
스	87	2.9%
이	62	2.1%
드	62	2.1%
리	58	2.0%
피	50	1.7%
푸	48	1.6%
사	46	1.6%
Other values (408)	2135	72.2%

Uppercase Letter

Value	Count	Frequency (%)
C	15	12.1%
E	14	11.3%
F	13	10.5%
O	12	9.7%
B	9	7.3%
R	9	7.3%
S	9	7.3%
T	8	6.5%
L	5	4.0%
M	5	4.0%
Other values (11)	25	20.2%

Lowercase Letter

Value	Count	Frequency (%)
e	19	19.6%
o	12	12.4%
f	10	10.3%
a	8	8.2%
k	6	6.2%
s	5	5.2%
r	5	5.2%
i	4	4.1%
n	4	4.1%
c	4	4.1%
Other values (10)	20	20.6%

Other Punctuation

Value	Count	Frequency (%)
&	5	35.7%
.	5	35.7%
,	2	14.3%
'	1	7.1%
?	1	7.1%

Decimal Number

Value	Count	Frequency (%)
1	2	33.3%
2	1	16.7%
6	1	16.7%
3	1	16.7%
0	1	16.7%

Open Punctuation

Value	Count	Frequency (%)
(	139	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	139	100.0%

Space Separator

Value	Count	Frequency (%)
	76	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2955	83.2%
Common	375	10.6%
Latin	221	6.2%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
식	143	4.8%
주	141	4.8%
품	124	4.2%
스	87	2.9%
이	62	2.1%
드	62	2.1%
리	58	2.0%
피	50	1.7%
푸	48	1.6%
사	46	1.6%
Other values (407)	2134	72.2%

Latin

Value	Count	Frequency (%)
e	19	8.6%
C	15	6.8%
E	14	6.3%
F	13	5.9%
O	12	5.4%
o	12	5.4%
f	10	4.5%
B	9	4.1%
R	9	4.1%
S	9	4.1%
Other values (31)	99	44.8%

Common

Value	Count	Frequency (%)
(	139	37.1%
)	139	37.1%
	76	20.3%
&	5	1.3%
.	5	1.3%
,	2	0.5%
1	2	0.5%
2	1	0.3%
-	1	0.3%
'	1	0.3%
Other values (4)	4	1.1%

Han

Value	Count	Frequency (%)
禮	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2955	83.2%
ASCII	596	16.8%
CJK Compat Ideographs	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
식	143	4.8%
주	141	4.8%
품	124	4.2%
스	87	2.9%
이	62	2.1%
드	62	2.1%
리	58	2.0%
피	50	1.7%
푸	48	1.6%
사	46	1.6%
Other values (407)	2134	72.2%

ASCII

Value	Count	Frequency (%)
(	139	23.3%
)	139	23.3%
	76	12.8%
e	19	3.2%
C	15	2.5%
E	14	2.3%
F	13	2.2%
O	12	2.0%
o	12	2.0%
f	10	1.7%
Other values (45)	147	24.7%

CJK Compat Ideographs

Value	Count	Frequency (%)
禮	1	100.0%

최종수정일자
Date

Distinct	497
Distinct (%)	90.5%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

Minimum	1999-06-02 00:00:00
Maximum	2024-05-03 10:57:38

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

I	411
U	138

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	411	74.9%
U	138	25.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	411	74.9%
u	138	25.1%

데이터갱신일자
Date

Distinct	138
Distinct (%)	25.1%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

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

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

식품제조가공업	392
기타 식품제조가공업	122
<NA>	31
도시락제조업	4

Length

Max length	10
Median length	7
Mean length	7.4899818
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
식품제조가공업	392	71.4%
기타 식품제조가공업	122	22.2%
<NA>	31	5.6%
도시락제조업	4	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품제조가공업	514	76.6%
기타	122	18.2%
na	31	4.6%
도시락제조업	4	0.6%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	432
Distinct (%)	81.1%
Missing	16
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%
Mean	191245.57

Minimum	189574.96
Maximum	194632.53
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.0 KiB

Quantile statistics

Minimum	189574.96
5-th percentile	189877.93
Q1	190555.8
median	191024.65
Q3	191741.35
95-th percentile	193258.38
Maximum	194632.53
Range	5057.5643
Interquartile range (IQR)	1185.5471

Descriptive statistics

Standard deviation	1004.9618
Coefficient of variation (CV)	0.0052548236
Kurtosis	0.87830047
Mean	191245.57
Median Absolute Deviation (MAD)	624.21395
Skewness	1.0045827
Sum	1.0193389 × 10⁸
Variance	1009948.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
190587.567878858	6	1.1%
189859.071768836	5	0.9%
191024.651979979	5	0.9%
189667.63984485	5	0.9%
190279.297139378	5	0.9%
191087.758954321	4	0.7%
191741.345847708	4	0.7%
190828.268143013	4	0.7%
190364.652010662	4	0.7%
191236.216659536	3	0.5%
Other values (422)	488	88.9%
(Missing)	16	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
189574.962072527	1	0.2%
189641.475801911	1	0.2%
189667.63984485	5	0.9%
189708.67445487	1	0.2%
189716.809081039	1	0.2%
189764.477432316	1	0.2%
189766.368228049	1	0.2%
189814.860666388	3	0.5%
189818.218894743	1	0.2%
189835.868160807	1	0.2%

Value	Count	Frequency (%)
194632.526367463	3	0.5%
194370.32715363	1	0.2%
194124.497455922	3	0.5%
194005.549728371	2	0.4%
193999.840415079	1	0.2%
193989.272586157	1	0.2%
193896.282065175	2	0.4%
193882.109246282	1	0.2%
193844.169062846	3	0.5%
193818.18014	1	0.2%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	432
Distinct (%)	81.1%
Missing	16
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%
Mean	446179.96

Minimum	442846.65
Maximum	449025.25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.0 KiB

Quantile statistics

Minimum	442846.65
5-th percentile	443539.87
Q1	445267.95
median	446413.92
Q3	447020.96
95-th percentile	448480.13
Maximum	449025.25
Range	6178.5964
Interquartile range (IQR)	1753.0015

Descriptive statistics

Standard deviation	1439.2105
Coefficient of variation (CV)	0.0032256279
Kurtosis	-0.51931018
Mean	446179.96
Median Absolute Deviation (MAD)	865.12034
Skewness	-0.26164726
Sum	2.3781392 × 10⁸
Variance	2071327
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
448642.112414847	6	1.1%
445875.89672273	5	0.9%
446421.72002587	5	0.9%
446140.637415622	5	0.9%
448618.587308851	5	0.9%
446157.437289242	4	0.7%
445970.307641467	4	0.7%
445548.79737092	4	0.7%
447158.946262059	4	0.7%
446066.47341564	3	0.5%
Other values (422)	488	88.9%
(Missing)	16	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
442846.650212582	1	0.2%
442913.875052132	1	0.2%
443001.570866736	1	0.2%
443002.033200332	1	0.2%
443006.868554346	1	0.2%
443009.331056058	1	0.2%
443010.178826055	1	0.2%
443116.431732436	1	0.2%
443144.137508694	1	0.2%
443228.349006844	1	0.2%

Value	Count	Frequency (%)
449025.246614702	1	0.2%
449021.440559054	1	0.2%
448991.53912287	1	0.2%
448953.434292828	1	0.2%
448906.42052912	1	0.2%
448900.040843925	1	0.2%
448788.457554535	1	0.2%
448779.57454276	1	0.2%
448667.181702536	1	0.2%
448656.726986041	3	0.5%

위생업태명
Categorical

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

식품제조가공업	369
<NA>	92
기타 식품제조가공업	84
도시락제조업	4

Length

Max length	10
Median length	7
Mean length	6.9489982
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
식품제조가공업	369	67.2%
<NA>	92	16.8%
기타 식품제조가공업	84	15.3%
도시락제조업	4	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품제조가공업	453	71.6%
na	92	14.5%
기타	84	13.3%
도시락제조업	4	0.6%

남성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	1.2%
Missing	61
Missing (%)	11.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.057377049

Minimum	0
Maximum	6
Zeros	473
Zeros (%)	86.2%
Negative	0
Negative (%)	0.0%
Memory size	5.0 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.41132191
Coefficient of variation (CV)	7.1687533
Kurtosis	117.60341
Mean	0.057377049
Median Absolute Deviation (MAD)	0
Skewness	10.006281
Sum	28
Variance	0.16918571
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	473	86.2%
1	10	1.8%
3	2	0.4%
6	1	0.2%
2	1	0.2%
4	1	0.2%
(Missing)	61	11.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	473	86.2%
1	10	1.8%
2	1	0.2%
3	2	0.4%
4	1	0.2%
6	1	0.2%

Value	Count	Frequency (%)
6	1	0.2%
4	1	0.2%
3	2	0.4%
2	1	0.2%
1	10	1.8%
0	473	86.2%

여성종사자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

0	475
<NA>	61
1	10
2	3

Length

Max length	4
Median length	1
Mean length	1.3333333
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	475	86.5%
<NA>	61	11.1%
1	10	1.8%
2	3	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	475	86.5%
na	61	11.1%
1	10	1.8%
2	3	0.5%

영업장주변구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

<NA>	489
기타	42
주택가주변	18

Length

Max length	5
Median length	4
Mean length	3.8797814
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	489	89.1%
기타	42	7.7%
주택가주변	18	3.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	489	89.1%
기타	42	7.7%
주택가주변	18	3.3%

등급구분명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

<NA>	489
기타	31
자율	22
우수	6
지도	1

Length

Max length	4
Median length	4
Mean length	3.7814208
Min length	2

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	489	89.1%
기타	31	5.6%
자율	22	4.0%
우수	6	1.1%
지도	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	489	89.1%
기타	31	5.6%
자율	22	4.0%
우수	6	1.1%
지도	1	0.2%

급수시설구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

<NA>	431
상수도전용	117
지하수전용	1

Length

Max length	5
Median length	4
Mean length	4.2149362
Min length	4

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	431	78.5%
상수도전용	117	21.3%
지하수전용	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	431	78.5%
상수도전용	117	21.3%
지하수전용	1	0.2%

총인원
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

0	488
<NA>	61

Length

Max length	4
Median length	1
Mean length	1.3333333
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	488	88.9%
<NA>	61	11.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	488	88.9%
na	61	11.1%

본사종업원수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

0	487
<NA>	61
2	1

Length

Max length	4
Median length	1
Mean length	1.3333333
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
0	487	88.7%
<NA>	61	11.1%
2	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	487	88.7%
na	61	11.1%
2	1	0.2%

공장사무직종업원수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

0	485
<NA>	61
2	2
1	1

Length

Max length	4
Median length	1
Mean length	1.3333333
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
0	485	88.3%
<NA>	61	11.1%
2	2	0.4%
1	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	485	88.3%
na	61	11.1%
2	2	0.4%
1	1	0.2%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

0	486
<NA>	61
1	2

Length

Max length	4
Median length	1
Mean length	1.3333333
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	486	88.5%
<NA>	61	11.1%
1	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	486	88.5%
na	61	11.1%
1	2	0.4%

공장생산직종업원수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

0	480
<NA>	61
2	3
1	3
3	1

Length

Max length	4
Median length	1
Mean length	1.3333333
Min length	1

Unique

Unique	2 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
0	480	87.4%
<NA>	61	11.1%
2	3	0.5%
1	3	0.5%
3	1	0.2%
9	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	480	87.4%
na	61	11.1%
2	3	0.5%
1	3	0.5%
3	1	0.2%
9	1	0.2%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

<NA>	348
임대	129
자가	72

Length

Max length	4
Median length	4
Mean length	3.2677596
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>	348	63.4%
임대	129	23.5%
자가	72	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	348	63.4%
임대	129	23.5%
자가	72	13.1%

보증액
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

0	488
<NA>	61

Length

Max length	4
Median length	1
Mean length	1.3333333
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	488	88.9%
<NA>	61	11.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	488	88.9%
na	61	11.1%

월세액
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

0	488
<NA>	61

Length

Max length	4
Median length	1
Mean length	1.3333333
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	488	88.9%
<NA>	61	11.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	488	88.9%
na	61	11.1%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.2%
Missing	61
Missing (%)	11.1%
Memory size	1.2 KiB

False	488
(Missing)	61

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	488	88.9%
(Missing)	61	11.1%

시설총규모
Real number (ℝ)

MISSING ZEROS

Distinct	38
Distinct (%)	7.8%
Missing	61
Missing (%)	11.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.4556967

Minimum	0
Maximum	260
Zeros	450
Zeros (%)	82.0%
Negative	0
Negative (%)	0.0%
Memory size	5.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	7.991
Maximum	260
Range	260
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	16.103282
Coefficient of variation (CV)	6.5575206
Kurtosis	162.15085
Mean	2.4556967
Median Absolute Deviation (MAD)	0
Skewness	11.639988
Sum	1198.38
Variance	259.31568
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
0.0	450	82.0%
6.0	2	0.4%
173.21	1	0.2%
36.1	1	0.2%
21.31	1	0.2%
6.6	1	0.2%
23.76	1	0.2%
31.74	1	0.2%
66.38	1	0.2%
7.9	1	0.2%
Other values (28)	28	5.1%
(Missing)	61	11.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	450	82.0%
1.2	1	0.2%
2.53	1	0.2%
2.88	1	0.2%
3.5	1	0.2%
3.61	1	0.2%
4.74	1	0.2%
4.8	1	0.2%
5.8	1	0.2%
6.0	2	0.4%

Value	Count	Frequency (%)
260.0	1	0.2%
173.21	1	0.2%
81.61	1	0.2%
66.46	1	0.2%
66.38	1	0.2%
50.8	1	0.2%
49.44	1	0.2%
48.5	1	0.2%
39.1	1	0.2%
36.1	1	0.2%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	549
Missing (%)	100.0%
Memory size	5.0 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	549
Missing (%)	100.0%
Memory size	5.0 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	549
Missing (%)	100.0%
Memory size	5.0 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	3180000	3180000-106-1966-00381	19660620	<NA>	3	폐업	2	폐업	20010316	<NA>	<NA>	<NA>	02	106.25	150096	서울특별시 영등포구 문래동6가 21-0번지	<NA>	<NA>	(주)롯데삼강	2001-03-16 00:00:00	I	2018-08-31 23:59:59.0	<NA>	189814.860666	446221.013702	<NA>	0	0	기타	자율	상수도전용	0	0	0	0	0	<NA>	0	0	N	0.0	<NA>	<NA>	<NA>
1	3180000	3180000-106-1966-00437	19660620	<NA>	3	폐업	2	폐업	20010316	<NA>	<NA>	<NA>	0226344221	810.00	150096	서울특별시 영등포구 문래동6가 21-0번지	<NA>	<NA>	(주)롯데삼강	2001-03-16 00:00:00	I	2018-08-31 23:59:59.0	도시락제조업	189814.860666	446221.013702	도시락제조업	0	0	기타	기타	<NA>	0	0	0	0	0	<NA>	0	0	N	0.0	<NA>	<NA>	<NA>
2	3180000	3180000-106-1966-00913	19660620	<NA>	3	폐업	2	폐업	20051223	<NA>	<NA>	<NA>	0226290514	810.00	150096	서울특별시 영등포구 문래동6가 21-0번지	<NA>	<NA>	(주)롯데삼강	2005-06-02 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	189814.860666	446221.013702	식품제조가공업	0	0	기타	자율	상수도전용	0	0	0	0	0	<NA>	0	0	N	0.0	<NA>	<NA>	<NA>
3	3180000	3180000-106-1969-00380	19690307	<NA>	3	폐업	2	폐업	20010205	<NA>	<NA>	<NA>	0226340171	.00	150866	서울특별시 영등포구 양평동4가 16-1번지	<NA>	<NA>	(주)롯데제과	2001-02-05 00:00:00	I	2018-08-31 23:59:59.0	<NA>	190452.870314	448107.484025	<NA>	0	0	기타	기타	<NA>	0	0	0	0	0	<NA>	0	0	N	0.0	<NA>	<NA>	<NA>
4	3180000	3180000-106-1969-00436	19690307	<NA>	3	폐업	2	폐업	20010205	<NA>	<NA>	<NA>	0226340171	240.00	150866	서울특별시 영등포구 양평동4가 16-1번지	<NA>	<NA>	(주)롯데제과	2001-02-05 00:00:00	I	2018-08-31 23:59:59.0	도시락제조업	190452.870314	448107.484025	도시락제조업	0	0	기타	기타	상수도전용	0	0	0	0	0	<NA>	0	0	N	0.0	<NA>	<NA>	<NA>
5	3180000	3180000-106-1969-00439	1969-03-07	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0226706653	34401.25	150-866	서울특별시 영등포구 양평동4가 19	서울특별시 영등포구 양평로21길 25 (양평동4가)	7209	롯데웰푸드(주)	2023-04-17 15:03:52	U	2022-12-03 23:09:00.0	식품제조가공업	190508.589813	448196.897432	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	3180000	3180000-106-1977-00383	19771107	<NA>	3	폐업	2	폐업	20070927	<NA>	<NA>	<NA>	0226336695	146.35	150095	서울특별시 영등포구 문래동5가 4-1번지	<NA>	<NA>	제니코식품(주)	2005-10-12 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	189986.498936	445955.499303	식품제조가공업	0	0	주택가주변	자율	상수도전용	0	0	0	0	0	<NA>	0	0	N	0.0	<NA>	<NA>	<NA>
7	3180000	3180000-106-1987-00407	19870501	<NA>	3	폐업	2	폐업	20010316	<NA>	<NA>	<NA>	02 8339443	52.92	150813	서울특별시 영등포구 대림동 685-9번지	<NA>	<NA>	대호식품	2001-03-16 00:00:00	I	2018-08-31 23:59:59.0	<NA>	191120.253083	444138.163829	<NA>	0	0	주택가주변	기타	상수도전용	0	0	0	0	0	<NA>	0	0	N	0.0	<NA>	<NA>	<NA>
8	3180000	3180000-106-1989-00389	19890725	<NA>	3	폐업	2	폐업	19990818	<NA>	<NA>	<NA>	02 6793566	114.22	150807	서울특별시 영등포구 당산동6가 5-0번지	<NA>	<NA>	영흥식품	2001-08-02 00:00:00	I	2018-08-31 23:59:59.0	<NA>	191575.0885	447795.243069	<NA>	0	0	주택가주변	기타	상수도전용	0	0	0	0	0	<NA>	0	0	N	0.0	<NA>	<NA>	<NA>
9	3180000	3180000-106-1990-00369	19900623	<NA>	3	폐업	2	폐업	19970111	<NA>	<NA>	<NA>	02	340.00	150103	서울특별시 영등포구 양평동3가 16-0번지	<NA>	<NA>	(주)두산농산	2001-08-02 00:00:00	I	2018-08-31 23:59:59.0	<NA>	190026.251961	447067.240942	<NA>	0	0	기타	기타	상수도전용	0	0	0	0	0	<NA>	0	0	N	0.0	<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
539	3180000	3180000-106-2021-00011	20210120	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	51.41	150834	서울특별시 영등포구 문래동3가 46 트리플렉스 1508호	서울특별시 영등포구 문래북로 116, 트리플렉스 1508호 (문래동3가)	7293	미켈레커피	2022-07-18 17:29:56	I	2021-12-06 22:00:00.0	기타 식품제조가공업	190918.714723	446361.891182	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
540	3180000	3180000-106-2022-00001	2022-01-28	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	57.51	150-835	서울특별시 영등포구 문래동3가 55-16 영등포 SK 리더스뷰	서울특별시 영등포구 문래로 164, 영등포 SK 리더스뷰 3층 E20호 (문래동3가)	7297	깃든식품	2023-12-19 09:53:19	U	2022-11-01 22:01:00.0	기타 식품제조가공업	191087.758954	446157.437289	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
541	3180000	3180000-106-2022-00002	2022-12-20	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	478.00	150-103	서울특별시 영등포구 양평동3가 23-5 미디어 비즈 센타	서울특별시 영등포구 선유서로31길 3, 미디어 비즈 센타 5,6층 (양평동3가)	7269	(주)이코니크	2023-07-12 10:08:18	U	2022-12-06 23:04:00.0	기타 식품제조가공업	189841.054007	447123.801322	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
542	3180000	3180000-106-2023-00001	2023-03-23	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	50.00	150-866	서울특별시 영등포구 양평동4가 15-5	서울특별시 영등포구 선유로43길 32, 1층 (양평동4가)	7209	(주)서현리테일	2023-03-23 17:05:46	I	2022-12-02 22:05:00.0	기타 식품제조가공업	190408.447284	448064.716163	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
543	3180000	3180000-106-2023-00003	2023-08-04	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	37.80	150-095	서울특별시 영등포구 문래동5가 14 문래 두산위브	서울특별시 영등포구 선유로9나길 12, 상가동 지하1층 1,5호 (문래동5가, 문래 두산위브)	7285	강화발효원	2023-08-04 16:54:23	I	2022-12-08 00:06:00.0	기타 식품제조가공업	189835.868161	446078.046145	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
544	3180000	3180000-106-2023-00004	2023-08-16	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	117.60	150-095	서울특별시 영등포구 문래동5가 9 벽산디지털밸리	서울특별시 영등포구 경인로71길 70, 벽산디지털밸리 A-1808호 (문래동5가)	7286	르비건베이킹랩	2023-12-07 19:23:43	U	2022-11-02 00:09:00.0	기타 식품제조가공업	189859.071769	445875.896723	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
545	3180000	3180000-106-2023-00005	2023-10-16	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	42.00	150-095	서울특별시 영등포구 문래동5가 9 벽산디지털밸리 A동 105호	서울특별시 영등포구 경인로71길 70, 벽산디지털밸리 A동 105호 (문래동5가)	7286	에스디씨코리아(주)	2023-10-16 21:01:48	I	2022-10-30 23:08:00.0	기타 식품제조가공업	189859.071769	445875.896723	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
546	3180000	3180000-106-2024-00001	2024-01-08	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	025363310	168.00	150-095	서울특별시 영등포구 문래동5가 23-5 문래동 빅토리 테크노 타워 102호	서울특별시 영등포구 선유서로 17, 문래동 빅토리 테크노 타워 1층 102호 (문래동5가)	7284	주식회사 설봄(SEOLBOM)	2024-01-08 21:23:31	I	2023-11-30 23:00:00.0	기타 식품제조가공업	189667.639845	446140.637416	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
547	3180000	3180000-106-2024-00002	2024-03-22	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	97.50	150-095	서울특별시 영등포구 문래동5가 23-5 문래동 빅토리 테크노 타워 702호	서울특별시 영등포구 선유서로 17, 문래동 빅토리 테크노 타워 7층 702호 (문래동5가)	7284	건인약품식품사업부	2024-03-22 13:34:42	I	2023-12-02 22:04:00.0	기타 식품제조가공업	189667.639845	446140.637416	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
548	3180000	3180000-106-2024-00003	2024-04-11	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	22.42	150-859	서울특별시 영등포구 신길동 4300-23	서울특별시 영등포구 대방천로 240-1, 지층 (신길동)	7433	랜드폴커피	2024-04-11 20:01:29	I	2023-12-03 23:03:00.0	기타 식품제조가공업	192652.663385	444035.593584	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block