gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	596
Missing cells	6752
Missing cells (%)	25.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	219.6 KiB
Average record size in memory	377.2 B

Variable types

Categorical	18
Text	7
DateTime	4
Unsupported	9
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	송파구
URL	https://data.seoul.go.kr/dataList/OA-18050/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`업태구분명` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`위생업태명` is highly imbalanced (50.8%)	Imbalance
`남성종사자수` is highly imbalanced (81.3%)	Imbalance
`여성종사자수` is highly imbalanced (81.3%)	Imbalance
`급수시설구분명` is highly imbalanced (65.8%)	Imbalance
`총인원` is highly imbalanced (81.3%)	Imbalance
`공장사무직종업원수` is highly imbalanced (78.6%)	Imbalance
`공장판매직종업원수` is highly imbalanced (78.6%)	Imbalance
`공장생산직종업원수` is highly imbalanced (74.1%)	Imbalance
`보증액` is highly imbalanced (81.3%)	Imbalance
`월세액` is highly imbalanced (81.3%)	Imbalance
`인허가취소일자` has 596 (100.0%) missing values	Missing
`폐업일자` has 274 (46.0%) missing values	Missing
`휴업시작일자` has 596 (100.0%) missing values	Missing
`휴업종료일자` has 596 (100.0%) missing values	Missing
`재개업일자` has 596 (100.0%) missing values	Missing
`전화번호` has 276 (46.3%) missing values	Missing
`소재지면적` has 18 (3.0%) missing values	Missing
`도로명주소` has 66 (11.1%) missing values	Missing
`도로명우편번호` has 71 (11.9%) missing values	Missing
`영업장주변구분명` has 596 (100.0%) missing values	Missing
`등급구분명` has 596 (100.0%) missing values	Missing
`본사종업원수` has 545 (91.4%) missing values	Missing
`다중이용업소여부` has 64 (10.7%) missing values	Missing
`시설총규모` has 64 (10.7%) missing values	Missing
`전통업소지정번호` has 596 (100.0%) missing values	Missing
`전통업소주된음식` has 596 (100.0%) missing values	Missing
`홈페이지` has 596 (100.0%) missing values	Missing
`도로명우편번호` is highly skewed (γ1 = 21.13329242)	Skewed
`관리번호` has unique values	Unique
`최종수정일자` 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
`영업장주변구분명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`등급구분명` 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 46 (7.7%) zeros	Zeros
`시설총규모` has 515 (86.4%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 19:21:13.078514
Analysis finished	2024-04-17 19:21:13.764232
Duration	0.69 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

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

3230000	596

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3230000
2nd row	3230000
3rd row	3230000
4th row	3230000
5th row	3230000

Common Values

Value	Count	Frequency (%)
3230000	596	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3230000	596	100.0%

관리번호
Text

UNIQUE

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

Length

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

Characters and Unicode

Total characters	13112
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	596 ?
Unique (%)	100.0%

Sample

1st row	3230000-122-2008-00001
2nd row	3230000-122-2008-00002
3rd row	3230000-122-2008-00003
4th row	3230000-122-2008-00004
5th row	3230000-122-2008-00005

Value	Count	Frequency (%)
3230000-122-2008-00001	1	0.2%
3230000-122-2014-00017	1	0.2%
3230000-122-2014-00026	1	0.2%
3230000-122-2014-00020	1	0.2%
3230000-122-2014-00021	1	0.2%
3230000-122-2014-00022	1	0.2%
3230000-122-2014-00023	1	0.2%
3230000-122-2014-00024	1	0.2%
3230000-122-2014-00025	1	0.2%
3230000-122-2014-00027	1	0.2%
Other values (586)	586	98.3%

Most occurring characters

Value	Count	Frequency (%)
0	5182	39.5%
2	2688	20.5%
-	1788	13.6%
3	1356	10.3%
1	1290	9.8%
8	199	1.5%
4	162	1.2%
9	124	0.9%
5	123	0.9%
6	105	0.8%

Most occurring categories

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

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5182	45.8%
2	2688	23.7%
3	1356	12.0%
1	1290	11.4%
8	199	1.8%
4	162	1.4%
9	124	1.1%
5	123	1.1%
6	105	0.9%
7	95	0.8%

Dash Punctuation

Value	Count	Frequency (%)
-	1788	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	13112	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5182	39.5%
2	2688	20.5%
-	1788	13.6%
3	1356	10.3%
1	1290	9.8%
8	199	1.5%
4	162	1.2%
9	124	0.9%
5	123	0.9%
6	105	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13112	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5182	39.5%
2	2688	20.5%
-	1788	13.6%
3	1356	10.3%
1	1290	9.8%
8	199	1.5%
4	162	1.2%
9	124	0.9%
5	123	0.9%
6	105	0.8%

인허가일자
Date

Distinct	512
Distinct (%)	85.9%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

Minimum	2008-03-18 00:00:00
Maximum	2024-04-16 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

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

영업상태코드
Categorical

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

3	322
1	274

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	1
3rd row	3
4th row	3
5th row	1

Common Values

Value	Count	Frequency (%)
3	322	54.0%
1	274	46.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	322	54.0%
1	274	46.0%

영업상태명
Categorical

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

폐업	322
영업/정상	274

Length

Max length	5
Median length	2
Mean length	3.3791946
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	322	54.0%
영업/정상	274	46.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	322	54.0%
영업/정상	274	46.0%

상세영업상태코드
Categorical

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

2	322
1	274

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

Common Values

Value	Count	Frequency (%)
2	322	54.0%
1	274	46.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	322	54.0%
1	274	46.0%

상세영업상태명
Categorical

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

폐업	322
영업	274

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	영업
3rd row	폐업
4th row	폐업
5th row	영업

Common Values

Value	Count	Frequency (%)
폐업	322	54.0%
영업	274	46.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	322	54.0%
영업	274	46.0%

폐업일자
Date

MISSING

Distinct	241
Distinct (%)	74.8%
Missing	274
Missing (%)	46.0%
Memory size	4.8 KiB

Minimum	2009-02-13 00:00:00
Maximum	2024-01-18 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

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

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

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

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

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

전화번호
Text

MISSING

Distinct	310
Distinct (%)	96.9%
Missing	276
Missing (%)	46.3%
Memory size	4.8 KiB

Length

Max length	12
Median length	12
Mean length	11.496875
Min length	2

Characters and Unicode

Total characters	3679
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	301 ?
Unique (%)	94.1%

Sample

1st row	02 422 2618
2nd row	02 443 2600
3rd row	4083351
4th row	449 0271
5th row	425 0477

Value	Count	Frequency (%)
02	230	28.8%
407	35	4.4%
070	17	2.1%
031	16	2.0%
409	12	1.5%
431	11	1.4%
402	10	1.3%
400	8	1.0%
401	8	1.0%
443	8	1.0%
Other values (369)	444	55.6%

Most occurring characters

Value	Count	Frequency (%)
0	701	19.1%
	700	19.0%
2	476	12.9%
4	434	11.8%
3	249	6.8%
7	242	6.6%
1	233	6.3%
8	188	5.1%
6	156	4.2%
5	150	4.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2979	81.0%
Space Separator	700	19.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	701	23.5%
2	476	16.0%
4	434	14.6%
3	249	8.4%
7	242	8.1%
1	233	7.8%
8	188	6.3%
6	156	5.2%
5	150	5.0%
9	150	5.0%

Space Separator

Value	Count	Frequency (%)
	700	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3679	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	701	19.1%
	700	19.0%
2	476	12.9%
4	434	11.8%
3	249	6.8%
7	242	6.6%
1	233	6.3%
8	188	5.1%
6	156	4.2%
5	150	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3679	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	701	19.1%
	700	19.0%
2	476	12.9%
4	434	11.8%
3	249	6.8%
7	242	6.6%
1	233	6.3%
8	188	5.1%
6	156	4.2%
5	150	4.1%

소재지면적
Text

MISSING

Distinct	303
Distinct (%)	52.4%
Missing	18
Missing (%)	3.0%
Memory size	4.8 KiB

Length

Max length	8
Median length	5
Mean length	5.0346021
Min length	3

Characters and Unicode

Total characters	2910
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	219 ?
Unique (%)	37.9%

Sample

1st row	150.00
2nd row	33.00
3rd row	118.68
4th row	90.00
5th row	55.11

Value	Count	Frequency (%)
33.00	24	4.2%
20.00	21	3.6%
30.00	17	2.9%
10.00	13	2.2%
16.50	13	2.2%
66.00	12	2.1%
25.00	10	1.7%
40.00	9	1.6%
26.00	7	1.2%
42.54	7	1.2%
Other values (293)	445	77.0%

Most occurring characters

Value	Count	Frequency (%)
0	831	28.6%
.	578	19.9%
2	234	8.0%
3	230	7.9%
1	224	7.7%
6	172	5.9%
5	167	5.7%
4	163	5.6%
9	144	4.9%
8	87	3.0%
Other values (2)	80	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2331	80.1%
Other Punctuation	579	19.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	831	35.6%
2	234	10.0%
3	230	9.9%
1	224	9.6%
6	172	7.4%
5	167	7.2%
4	163	7.0%
9	144	6.2%
8	87	3.7%
7	79	3.4%

Other Punctuation

Value	Count	Frequency (%)
.	578	99.8%
,	1	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	2910	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	831	28.6%
.	578	19.9%
2	234	8.0%
3	230	7.9%
1	224	7.7%
6	172	5.9%
5	167	5.7%
4	163	5.6%
9	144	4.9%
8	87	3.0%
Other values (2)	80	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2910	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	831	28.6%
.	578	19.9%
2	234	8.0%
3	230	7.9%
1	224	7.7%
6	172	5.9%
5	167	5.7%
4	163	5.6%
9	144	4.9%
8	87	3.0%
Other values (2)	80	2.7%

소재지우편번호
Text

Distinct	110
Distinct (%)	18.5%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

Length

Max length	7
Median length	6
Mean length	6.0721477
Min length	6

Characters and Unicode

Total characters	3619
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	41 ?
Unique (%)	6.9%

Sample

1st row	138806
2nd row	138829
3rd row	138855
4th row	138826
5th row	138865

Value	Count	Frequency (%)
138881	155	26.0%
138200	30	5.0%
138813	20	3.4%
138805	17	2.9%
138803	15	2.5%
138858	14	2.3%
138825	13	2.2%
138806	13	2.2%
138812	11	1.8%
138874	11	1.8%
Other values (100)	297	49.8%

Most occurring characters

Value	Count	Frequency (%)
8	1344	37.1%
1	873	24.1%
3	664	18.3%
0	195	5.4%
5	132	3.6%
2	117	3.2%
4	72	2.0%
7	67	1.9%
6	57	1.6%
9	55	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3576	98.8%
Dash Punctuation	43	1.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
8	1344	37.6%
1	873	24.4%
3	664	18.6%
0	195	5.5%
5	132	3.7%
2	117	3.3%
4	72	2.0%
7	67	1.9%
6	57	1.6%
9	55	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	43	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3619	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
8	1344	37.1%
1	873	24.1%
3	664	18.3%
0	195	5.4%
5	132	3.6%
2	117	3.2%
4	72	2.0%
7	67	1.9%
6	57	1.6%
9	55	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3619	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
8	1344	37.1%
1	873	24.1%
3	664	18.3%
0	195	5.4%
5	132	3.6%
2	117	3.2%
4	72	2.0%
7	67	1.9%
6	57	1.6%
9	55	1.5%

지번주소
Text

Distinct	515
Distinct (%)	86.4%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

Length

Max length	47
Median length	40
Mean length	25.535235
Min length	16

Characters and Unicode

Total characters	15219
Distinct characters	197
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	486 ?
Unique (%)	81.5%

Sample

1st row	서울특별시 송파구 가락동 119-0
2nd row	서울특별시 송파구 방이동 93-4
3rd row	서울특별시 송파구 오금동 5 지상2층
4th row	서울특별시 송파구 문정동 52-12 B1
5th row	서울특별시 송파구 잠실동 312-17 2층

Value	Count	Frequency (%)
서울특별시	595	19.2%
송파구	595	19.2%
가락동	305	9.9%
600	162	5.2%
지상1층	74	2.4%
문정동	72	2.3%
오금동	53	1.7%
거여동	42	1.4%
1층	38	1.2%
마천동	34	1.1%
Other values (643)	1126	36.4%

Most occurring characters

Value	Count	Frequency (%)
	2935	19.3%
1	705	4.6%
동	704	4.6%
시	689	4.5%
파	644	4.2%
송	625	4.1%
서	607	4.0%
울	605	4.0%
구	596	3.9%
별	595	3.9%
Other values (187)	6514	42.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8803	57.8%
Decimal Number	2984	19.6%
Space Separator	2935	19.3%
Dash Punctuation	439	2.9%
Uppercase Letter	30	0.2%
Other Punctuation	19	0.1%
Math Symbol	3	< 0.1%
Close Punctuation	3	< 0.1%
Open Punctuation	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	704	8.0%
시	689	7.8%
파	644	7.3%
송	625	7.1%
서	607	6.9%
울	605	6.9%
구	596	6.8%
별	595	6.8%
특	595	6.8%
가	362	4.1%
Other values (154)	2781	31.6%

Uppercase Letter

Value	Count	Frequency (%)
C	6	20.0%
K	5	16.7%
S	4	13.3%
T	3	10.0%
R	2	6.7%
A	1	3.3%
L	1	3.3%
E	1	3.3%
I	1	3.3%
D	1	3.3%
Other values (5)	5	16.7%

Decimal Number

Value	Count	Frequency (%)
1	705	23.6%
0	534	17.9%
2	328	11.0%
6	302	10.1%
3	282	9.5%
4	194	6.5%
5	176	5.9%
9	174	5.8%
7	162	5.4%
8	127	4.3%

Other Punctuation

Value	Count	Frequency (%)
,	11	57.9%
/	7	36.8%
?	1	5.3%

Space Separator

Value	Count	Frequency (%)
	2935	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	439	100.0%

Math Symbol

Value	Count	Frequency (%)
~	3	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	8803	57.8%
Common	6386	42.0%
Latin	30	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	704	8.0%
시	689	7.8%
파	644	7.3%
송	625	7.1%
서	607	6.9%
울	605	6.9%
구	596	6.8%
별	595	6.8%
특	595	6.8%
가	362	4.1%
Other values (154)	2781	31.6%

Common

Value	Count	Frequency (%)
	2935	46.0%
1	705	11.0%
0	534	8.4%
-	439	6.9%
2	328	5.1%
6	302	4.7%
3	282	4.4%
4	194	3.0%
5	176	2.8%
9	174	2.7%
Other values (8)	317	5.0%

Latin

Value	Count	Frequency (%)
C	6	20.0%
K	5	16.7%
S	4	13.3%
T	3	10.0%
R	2	6.7%
A	1	3.3%
L	1	3.3%
E	1	3.3%
I	1	3.3%
D	1	3.3%
Other values (5)	5	16.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8803	57.8%
ASCII	6416	42.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2935	45.7%
1	705	11.0%
0	534	8.3%
-	439	6.8%
2	328	5.1%
6	302	4.7%
3	282	4.4%
4	194	3.0%
5	176	2.7%
9	174	2.7%
Other values (23)	347	5.4%

Hangul

Value	Count	Frequency (%)
동	704	8.0%
시	689	7.8%
파	644	7.3%
송	625	7.1%
서	607	6.9%
울	605	6.9%
구	596	6.8%
별	595	6.8%
특	595	6.8%
가	362	4.1%
Other values (154)	2781	31.6%

도로명주소
Text

MISSING

Distinct	508
Distinct (%)	95.8%
Missing	66
Missing (%)	11.1%
Memory size	4.8 KiB

Length

Max length	72
Median length	55
Mean length	36.158491
Min length	22

Characters and Unicode

Total characters	19164
Distinct characters	227
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	492 ?
Unique (%)	92.8%

Sample

1st row	서울특별시 송파구 올림픽로32길 42-26 (방이동)
2nd row	서울특별시 송파구 위례성대로22가길 20, 지상2층 (오금동)
3rd row	서울특별시 송파구 백제고분로14길 4-14, 2층 (잠실동)
4th row	서울특별시 송파구 양재대로 932, 가락동 농수산물도매시장 업무동 9층 23호 (가락동)
5th row	서울특별시 송파구 새말로 125 (문정동,2층)

Value	Count	Frequency (%)
서울특별시	529	14.5%
송파구	529	14.5%
가락동	217	6.0%
양재대로	148	4.1%
932	147	4.0%
1층	106	2.9%
지상1층	74	2.0%
문정동	53	1.5%
지하1층	48	1.3%
오금동	43	1.2%
Other values (763)	1747	48.0%

Most occurring characters

Value	Count	Frequency (%)
	3113	16.2%
1	845	4.4%
동	708	3.7%
시	637	3.3%
송	628	3.3%
,	618	3.2%
파	616	3.2%
2	561	2.9%
서	544	2.8%
울	540	2.8%
Other values (217)	10354	54.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	10898	56.9%
Decimal Number	3237	16.9%
Space Separator	3113	16.2%
Other Punctuation	623	3.3%
Open Punctuation	532	2.8%
Close Punctuation	532	2.8%
Dash Punctuation	179	0.9%
Uppercase Letter	47	0.2%
Math Symbol	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	708	6.5%
시	637	5.8%
송	628	5.8%
파	616	5.7%
서	544	5.0%
울	540	5.0%
구	531	4.9%
별	529	4.9%
특	529	4.9%
로	526	4.8%
Other values (180)	5110	46.9%

Uppercase Letter

Value	Count	Frequency (%)
C	9	19.1%
T	5	10.6%
K	5	10.6%
G	4	8.5%
A	4	8.5%
D	3	6.4%
S	2	4.3%
R	2	4.3%
P	2	4.3%
L	2	4.3%
Other values (9)	9	19.1%

Decimal Number

Value	Count	Frequency (%)
1	845	26.1%
2	561	17.3%
3	484	15.0%
0	304	9.4%
9	230	7.1%
4	222	6.9%
6	176	5.4%
5	153	4.7%
8	134	4.1%
7	128	4.0%

Other Punctuation

Value	Count	Frequency (%)
,	618	99.2%
/	4	0.6%
?	1	0.2%

Space Separator

Value	Count	Frequency (%)
	3113	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	532	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	532	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	179	100.0%

Math Symbol

Value	Count	Frequency (%)
~	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	10898	56.9%
Common	8219	42.9%
Latin	47	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	708	6.5%
시	637	5.8%
송	628	5.8%
파	616	5.7%
서	544	5.0%
울	540	5.0%
구	531	4.9%
별	529	4.9%
특	529	4.9%
로	526	4.8%
Other values (180)	5110	46.9%

Latin

Value	Count	Frequency (%)
C	9	19.1%
T	5	10.6%
K	5	10.6%
G	4	8.5%
A	4	8.5%
D	3	6.4%
S	2	4.3%
R	2	4.3%
P	2	4.3%
L	2	4.3%
Other values (9)	9	19.1%

Common

Value	Count	Frequency (%)
	3113	37.9%
1	845	10.3%
,	618	7.5%
2	561	6.8%
(	532	6.5%
)	532	6.5%
3	484	5.9%
0	304	3.7%
9	230	2.8%
4	222	2.7%
Other values (8)	778	9.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	10898	56.9%
ASCII	8266	43.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3113	37.7%
1	845	10.2%
,	618	7.5%
2	561	6.8%
(	532	6.4%
)	532	6.4%
3	484	5.9%
0	304	3.7%
9	230	2.8%
4	222	2.7%
Other values (27)	825	10.0%

Hangul

Value	Count	Frequency (%)
동	708	6.5%
시	637	5.8%
송	628	5.8%
파	616	5.7%
서	544	5.0%
울	540	5.0%
구	531	4.9%
별	529	4.9%
특	529	4.9%
로	526	4.8%
Other values (180)	5110	46.9%

도로명우편번호
Real number (ℝ)

MISSING SKEWED

Distinct	147
Distinct (%)	28.0%
Missing	71
Missing (%)	11.9%
Infinite	0
Infinite (%)	0.0%
Mean	5726.7943

Minimum	5510
Maximum	13017
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.4 KiB

Quantile statistics

Minimum	5510
5-th percentile	5542
Q1	5699
median	5699
Q3	5761
95-th percentile	5828.8
Maximum	13017
Range	7507
Interquartile range (IQR)	62

Descriptive statistics

Standard deviation	327.41119
Coefficient of variation (CV)	0.057171809
Kurtosis	471.48402
Mean	5726.7943
Median Absolute Deviation (MAD)	37
Skewness	21.133292
Sum	3006567
Variance	107198.09
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5699	147	24.7%
5719	20	3.4%
5744	9	1.5%
5829	9	1.5%
5728	9	1.5%
5822	8	1.3%
5838	7	1.2%
5810	7	1.2%
5668	7	1.2%
5798	7	1.2%
Other values (137)	295	49.5%
(Missing)	71	11.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5510	3	0.5%
5513	1	0.2%
5514	1	0.2%
5515	1	0.2%
5517	2	0.3%
5520	1	0.2%
5526	7	1.2%
5530	2	0.3%
5531	1	0.2%
5533	3	0.5%

Value	Count	Frequency (%)
13017	1	0.2%
5855	1	0.2%
5854	3	0.5%
5839	1	0.2%
5838	7	1.2%
5837	1	0.2%
5833	2	0.3%
5831	2	0.3%
5829	9	1.5%
5828	1	0.2%

사업장명
Text

Distinct	571
Distinct (%)	95.8%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

Length

Max length	27
Median length	21
Mean length	6.7667785
Min length	2

Characters and Unicode

Total characters	4033
Distinct characters	358
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	546 ?
Unique (%)	91.6%

Sample

1st row	제일푸드원
2nd row	(주)동해수산
3rd row	(주)유라푸드
4th row	해성푸드
5th row	보상농산(주)

Value	Count	Frequency (%)
주식회사	33	4.6%
농업회사법인	12	1.7%
유한회사	8	1.1%
서울지점	5	0.7%
푸드	4	0.6%
조은유통	3	0.4%
삼육축산	2	0.3%
푸드인	2	0.3%
미트원에프앤디	2	0.3%
주)일오삼에이치엔에프	2	0.3%
Other values (612)	641	89.8%

Most occurring characters

Value	Count	Frequency (%)
주	240	6.0%
)	231	5.7%
(	229	5.7%
유	148	3.7%
드	147	3.6%
푸	141	3.5%
	118	2.9%
통	105	2.6%
스	95	2.4%
사	88	2.2%
Other values (348)	2491	61.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3354	83.2%
Close Punctuation	231	5.7%
Open Punctuation	229	5.7%
Space Separator	118	2.9%
Uppercase Letter	58	1.4%
Decimal Number	17	0.4%
Lowercase Letter	13	0.3%
Other Punctuation	12	0.3%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	240	7.2%
유	148	4.4%
드	147	4.4%
푸	141	4.2%
통	105	3.1%
스	95	2.8%
사	88	2.6%
에	85	2.5%
산	83	2.5%
농	75	2.2%
Other values (313)	2147	64.0%

Uppercase Letter

Value	Count	Frequency (%)
S	18	31.0%
F	13	22.4%
M	5	8.6%
T	4	6.9%
C	3	5.2%
G	3	5.2%
D	3	5.2%
O	2	3.4%
B	2	3.4%
P	1	1.7%
Other values (4)	4	6.9%

Lowercase Letter

Value	Count	Frequency (%)
o	3	23.1%
e	3	23.1%
a	2	15.4%
d	1	7.7%
r	1	7.7%
u	1	7.7%
n	1	7.7%
g	1	7.7%

Decimal Number

Value	Count	Frequency (%)
1	5	29.4%
2	3	17.6%
8	3	17.6%
4	3	17.6%
9	2	11.8%
0	1	5.9%

Other Punctuation

Value	Count	Frequency (%)
&	6	50.0%
.	5	41.7%
?	1	8.3%

Close Punctuation

Value	Count	Frequency (%)
)	231	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	229	100.0%

Space Separator

Value	Count	Frequency (%)
	118	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3354	83.2%
Common	608	15.1%
Latin	71	1.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	240	7.2%
유	148	4.4%
드	147	4.4%
푸	141	4.2%
통	105	3.1%
스	95	2.8%
사	88	2.6%
에	85	2.5%
산	83	2.5%
농	75	2.2%
Other values (313)	2147	64.0%

Latin

Value	Count	Frequency (%)
S	18	25.4%
F	13	18.3%
M	5	7.0%
T	4	5.6%
o	3	4.2%
e	3	4.2%
C	3	4.2%
G	3	4.2%
D	3	4.2%
O	2	2.8%
Other values (12)	14	19.7%

Common

Value	Count	Frequency (%)
)	231	38.0%
(	229	37.7%
	118	19.4%
&	6	1.0%
.	5	0.8%
1	5	0.8%
2	3	0.5%
8	3	0.5%
4	3	0.5%
9	2	0.3%
Other values (3)	3	0.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3354	83.2%
ASCII	679	16.8%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	240	7.2%
유	148	4.4%
드	147	4.4%
푸	141	4.2%
통	105	3.1%
스	95	2.8%
사	88	2.6%
에	85	2.5%
산	83	2.5%
농	75	2.2%
Other values (313)	2147	64.0%

ASCII

Value	Count	Frequency (%)
)	231	34.0%
(	229	33.7%
	118	17.4%
S	18	2.7%
F	13	1.9%
&	6	0.9%
.	5	0.7%
M	5	0.7%
1	5	0.7%
T	4	0.6%
Other values (25)	45	6.6%

최종수정일자
Date

UNIQUE

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

Minimum	2008-03-18 10:24:36
Maximum	2024-04-16 12:41:55

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

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

I	471
U	125

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	471	79.0%
U	125	21.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	471	79.0%
u	125	21.0%

데이터갱신일자
Date

Distinct	174
Distinct (%)	29.2%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

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

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

CONSTANT

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

집단급식소 식품판매업	596

Length

Max length	11
Median length	11
Mean length	11
Min length	11

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
집단급식소 식품판매업	596	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
집단급식소	596	50.0%
식품판매업	596	50.0%

좌표정보(X)
Real number (ℝ)

Distinct	314
Distinct (%)	53.1%
Missing	5
Missing (%)	0.8%
Infinite	0
Infinite (%)	0.0%
Mean	210732.38

Minimum	207065.88
Maximum	217083.87
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.4 KiB

Quantile statistics

Minimum	207065.88
5-th percentile	209321.15
Q1	209790.96
median	210544.06
Q3	211475.27
95-th percentile	213161.56
Maximum	217083.87
Range	10017.99
Interquartile range (IQR)	1684.3081

Descriptive statistics

Standard deviation	1291.6917
Coefficient of variation (CV)	0.0061295359
Kurtosis	0.99663395
Mean	210732.38
Median Absolute Deviation (MAD)	753.10447
Skewness	0.46289896
Sum	1.2454284 × 10⁸
Variance	1668467.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
209790.959909032	162	27.2%
209486.793951821	7	1.2%
210431.832858016	6	1.0%
210491.321883503	6	1.0%
210986.460698452	5	0.8%
210732.145627948	4	0.7%
210719.980888932	4	0.7%
211314.381455567	4	0.7%
210544.064382887	3	0.5%
211182.7	3	0.5%
Other values (304)	387	64.9%
(Missing)	5	0.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
207065.879501591	1	0.2%
207108.843411657	1	0.2%
207124.06550361	1	0.2%
207227.601437566	2	0.3%
207263.474567538	2	0.3%
207283.657150807	1	0.2%
207452.424152885	2	0.3%
207485.930431547	1	0.2%
207648.609946581	1	0.2%
208322.695120426	1	0.2%

Value	Count	Frequency (%)
217083.869212807	1	0.2%
213886.824622785	1	0.2%
213862.955350277	1	0.2%
213842.444758266	1	0.2%
213796.98325289	1	0.2%
213756.046105161	2	0.3%
213731.515116567	1	0.2%
213718.55217106	1	0.2%
213671.350094068	1	0.2%
213649.979334509	1	0.2%

좌표정보(Y)
Real number (ℝ)

Distinct	314
Distinct (%)	53.1%
Missing	5
Missing (%)	0.8%
Infinite	0
Infinite (%)	0.0%
Mean	443968.3

Minimum	441537.24
Maximum	448508.57
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.4 KiB

Quantile statistics

Minimum	441537.24
5-th percentile	442620.87
Q1	443481.21
median	443508.22
Q3	444392.85
95-th percentile	445913.09
Maximum	448508.57
Range	6971.3278
Interquartile range (IQR)	911.64283

Descriptive statistics

Standard deviation	1146.4552
Coefficient of variation (CV)	0.0025822907
Kurtosis	3.9689113
Mean	443968.3
Median Absolute Deviation (MAD)	406.08877
Skewness	1.6488362
Sum	2.6238527 × 10⁸
Variance	1314359.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
443481.212174317	162	27.2%
444895.395901482	7	1.2%
443465.4592322	6	1.0%
443569.763243482	6	1.0%
441725.293491662	5	0.8%
443731.087627262	4	0.7%
444946.208368597	4	0.7%
443894.924107547	4	0.7%
443492.364981682	3	0.5%
442385.99	3	0.5%
Other values (304)	387	64.9%
(Missing)	5	0.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
441537.243988221	1	0.2%
441633.255096118	1	0.2%
441720.322	1	0.2%
441725.293491662	5	0.8%
441730.920486073	1	0.2%
442026.988783	2	0.3%
442053.227933005	1	0.2%
442136.290960699	1	0.2%
442163.308563343	2	0.3%
442187.251409513	1	0.2%

Value	Count	Frequency (%)
448508.571759729	1	0.2%
448500.53596624	1	0.2%
448439.202290106	1	0.2%
448420.462280533	2	0.3%
448195.762335485	1	0.2%
448084.667861564	1	0.2%
447961.830409897	1	0.2%
447946.388441174	2	0.3%
447917.18757645	1	0.2%
447883.023144271	1	0.2%

위생업태명
Categorical

IMBALANCE

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

집단급식소 식품판매업	532
<NA>	64

Length

Max length	11
Median length	11
Mean length	10.248322
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
집단급식소 식품판매업	532	89.3%
<NA>	64	10.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
집단급식소	532	47.2%
식품판매업	532	47.2%
na	64	5.7%

남성종사자수
Categorical

IMBALANCE

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

<NA>	579
0	17

Length

Max length	4
Median length	4
Mean length	3.9144295
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>	579	97.1%
0	17	2.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	579	97.1%
0	17	2.9%

여성종사자수
Categorical

IMBALANCE

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

<NA>	579
0	17

Length

Max length	4
Median length	4
Mean length	3.9144295
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>	579	97.1%
0	17	2.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	579	97.1%
0	17	2.9%

영업장주변구분명
Unsupported

MISSING REJECTED UNSUPPORTED

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

등급구분명
Unsupported

MISSING REJECTED UNSUPPORTED

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

급수시설구분명
Categorical

IMBALANCE

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

<NA>	558
상수도전용	38

Length

Max length	5
Median length	4
Mean length	4.0637584
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	558	93.6%
상수도전용	38	6.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	558	93.6%
상수도전용	38	6.4%

총인원
Categorical

IMBALANCE

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

<NA>	579
0	17

Length

Max length	4
Median length	4
Mean length	3.9144295
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>	579	97.1%
0	17	2.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	579	97.1%
0	17	2.9%

본사종업원수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	11.8%
Missing	545
Missing (%)	91.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.78431373

Minimum	0
Maximum	20
Zeros	46
Zeros (%)	7.7%
Negative	0
Negative (%)	0.0%
Memory size	5.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	4.5
Maximum	20
Range	20
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.1452423
Coefficient of variation (CV)	4.0101839
Kurtosis	29.380633
Mean	0.78431373
Median Absolute Deviation (MAD)	0
Skewness	5.1766175
Sum	40
Variance	9.892549
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	46	7.7%
9	1	0.2%
4	1	0.2%
2	1	0.2%
20	1	0.2%
5	1	0.2%
(Missing)	545	91.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	46	7.7%
2	1	0.2%
4	1	0.2%
5	1	0.2%
9	1	0.2%
20	1	0.2%

Value	Count	Frequency (%)
20	1	0.2%
9	1	0.2%
5	1	0.2%
4	1	0.2%
2	1	0.2%
0	46	7.7%

공장사무직종업원수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

<NA>	548
0	46
8	1
1	1

Length

Max length	4
Median length	4
Mean length	3.7583893
Min length	1

Unique

Unique	2 ?
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>	548	91.9%
0	46	7.7%
8	1	0.2%
1	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	548	91.9%
0	46	7.7%
8	1	0.2%
1	1	0.2%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	4.8 KiB

<NA>	548
0	46
16	1
3	1

Length

Max length	4
Median length	4
Mean length	3.7600671
Min length	1

Unique

Unique	2 ?
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>	548	91.9%
0	46	7.7%
16	1	0.2%
3	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	548	91.9%
0	46	7.7%
16	1	0.2%
3	1	0.2%

공장생산직종업원수
Categorical

IMBALANCE

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

<NA>	549
0	46
9	1

Length

Max length	4
Median length	4
Mean length	3.7634228
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	549	92.1%
0	46	7.7%
9	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	549	92.1%
0	46	7.7%
9	1	0.2%

건물소유구분명
Categorical

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

<NA>	296
임대	191
자가	109

Length

Max length	4
Median length	2
Mean length	2.9932886
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	296	49.7%
임대	191	32.0%
자가	109	18.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	296	49.7%
임대	191	32.0%
자가	109	18.3%

보증액
Categorical

IMBALANCE

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

<NA>	579
0	17

Length

Max length	4
Median length	4
Mean length	3.9144295
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>	579	97.1%
0	17	2.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	579	97.1%
0	17	2.9%

월세액
Categorical

IMBALANCE

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

<NA>	579
0	17

Length

Max length	4
Median length	4
Mean length	3.9144295
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>	579	97.1%
0	17	2.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	579	97.1%
0	17	2.9%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.2%
Missing	64
Missing (%)	10.7%
Memory size	1.3 KiB

False	532
(Missing)	64

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	532	89.3%
(Missing)	64	10.7%

시설총규모
Real number (ℝ)

MISSING ZEROS

Distinct	15
Distinct (%)	2.8%
Missing	64
Missing (%)	10.7%
Infinite	0
Infinite (%)	0.0%
Mean	2.0595301

Minimum	0
Maximum	421.39
Zeros	515
Zeros (%)	86.4%
Negative	0
Negative (%)	0.0%
Memory size	5.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	421.39
Range	421.39
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	19.942947
Coefficient of variation (CV)	9.6832513
Kurtosis	371.01168
Mean	2.0595301
Median Absolute Deviation (MAD)	0
Skewness	18.061427
Sum	1095.67
Variance	397.72115
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0.0	515	86.4%
30.0	3	0.5%
42.54	2	0.3%
22.0	1	0.2%
54.3	1	0.2%
40.4	1	0.2%
49.4	1	0.2%
421.39	1	0.2%
35.0	1	0.2%
66.0	1	0.2%
Other values (5)	5	0.8%
(Missing)	64	10.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	515	86.4%
6.7	1	0.2%
20.0	1	0.2%
22.0	1	0.2%
30.0	3	0.5%
33.0	1	0.2%
35.0	1	0.2%
40.4	1	0.2%
42.54	2	0.3%
49.4	1	0.2%

Value	Count	Frequency (%)
421.39	1	0.2%
92.4	1	0.2%
80.0	1	0.2%
66.0	1	0.2%
54.3	1	0.2%
49.4	1	0.2%
42.54	2	0.3%
40.4	1	0.2%
35.0	1	0.2%
33.0	1	0.2%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

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

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

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

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

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

First rows
Last rows

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	위생업태명	남성종사자수	여성종사자수	영업장주변구분명	등급구분명	급수시설구분명	총인원	본사종업원수	공장사무직종업원수	공장판매직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지
0	3230000	3230000-122-2008-00001	20080318	<NA>	3	폐업	2	폐업	20091209	<NA>	<NA>	<NA>	<NA>	150.00	138806	서울특별시 송파구 가락동 119-0	<NA>	<NA>	제일푸드원	2008-03-18 10:24:36	I	2018-08-31 23:59:59.0	집단급식소 식품판매업	210928.721133	443370.211597	집단급식소 식품판매업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
1	3230000	3230000-122-2008-00002	20080318	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 422 2618	33.00	138829	서울특별시 송파구 방이동 93-4	서울특별시 송파구 올림픽로32길 42-26 (방이동)	5549	(주)동해수산	2023-01-03 11:43:34	U	2022-12-01 00:05:00.0	집단급식소 식품판매업	209659.734135	445534.533151	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2	3230000	3230000-122-2008-00003	20080318	<NA>	3	폐업	2	폐업	20161226	<NA>	<NA>	<NA>	02 443 2600	118.68	138855	서울특별시 송파구 오금동 5 지상2층	서울특별시 송파구 위례성대로22가길 20, 지상2층 (오금동)	5654	(주)유라푸드	2016-12-24 13:56:48	I	2018-08-31 23:59:59.0	집단급식소 식품판매업	211694.835115	445200.005312	집단급식소 식품판매업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
3	3230000	3230000-122-2008-00004	20080319	<NA>	3	폐업	2	폐업	20120628	<NA>	<NA>	<NA>	4083351	90.00	138826	서울특별시 송파구 문정동 52-12 B1	<NA>	<NA>	해성푸드	2010-06-21 17:29:47	I	2018-08-31 23:59:59.0	집단급식소 식품판매업	210801.540989	442769.408158	집단급식소 식품판매업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
4	3230000	3230000-122-2008-00005	20080319	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	449 0271	55.11	138865	서울특별시 송파구 잠실동 312-17 2층	서울특별시 송파구 백제고분로14길 4-14, 2층 (잠실동)	5575	보상농산(주)	2018-08-01 10:25:17	I	2018-08-31 23:59:59.0	집단급식소 식품판매업	207227.601438	444767.414832	집단급식소 식품판매업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
5	3230000	3230000-122-2008-00006	2008-03-19	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	425 0477	27.97	138-881	서울특별시 송파구 가락동 600 가락동 농수산물도매시장	서울특별시 송파구 양재대로 932, 가락동 농수산물도매시장 업무동 9층 23호 (가락동)	5699	농업회사법인 주식회사 양양	2023-09-08 13:36:35	U	2022-12-08 23:00:00.0	집단급식소 식품판매업	209790.959909	443481.212174	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	3230000	3230000-122-2008-00007	20080331	<NA>	3	폐업	2	폐업	20091207	<NA>	<NA>	<NA>	02 407 2061	205.06	138804	서울특별시 송파구 가락동 93-3 영창빌딩 1층	<NA>	<NA>	엠라인	2008-03-31 16:24:58	I	2018-08-31 23:59:59.0	집단급식소 식품판매업	210310.209196	444051.533056	집단급식소 식품판매업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
7	3230000	3230000-122-2008-00008	20080402	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	4307773	34.60	138200	서울특별시 송파구 문정동 85 2층	서울특별시 송파구 새말로 125 (문정동,2층)	5809	국제해양수산(주)	2008-04-02 11:35:09	I	2018-08-31 23:59:59.0	집단급식소 식품판매업	211255.759613	442338.115571	집단급식소 식품판매업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
8	3230000	3230000-122-2008-00009	20080403	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 407 0450	54.00	138881	서울특별시 송파구 가락동 600 청관1-1	서울특별시 송파구 양재대로 932 (가락동,청관1-1)	5699	(주)우주식품디씨오피	2008-04-03 13:59:50	I	2018-08-31 23:59:59.0	집단급식소 식품판매업	209790.959909	443481.212174	집단급식소 식품판매업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
9	3230000	3230000-122-2008-00010	20080404	<NA>	3	폐업	2	폐업	20201029	<NA>	<NA>	<NA>	402 3705	420.00	138813	서울특별시 송파구 거여동 19-8 5층,6층,지층	서울특별시 송파구 오금로 457, 5층,6층,지층 (거여동)	5743	(주)미래푸드시스템	2020-10-29 09:36:41	U	2020-10-31 02:40:00.0	집단급식소 식품판매업	212347.784745	443695.65827	집단급식소 식품판매업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	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
586	3230000	3230000-122-2023-00008	2023-11-03	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	20.00	138-813	서울특별시 송파구 거여동 17-9	서울특별시 송파구 오금로53길 8, 1층 102호 (거여동)	5744	에이치제이푸드	2023-11-03 13:53:28	I	2022-11-01 00:05:00.0	집단급식소 식품판매업	212438.484102	443695.728617	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
587	3230000	3230000-122-2023-00009	2023-11-27	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	94.57	138-927	서울특별시 송파구 장지동 904-2 센트라포레	서울특별시 송파구 위례순환로 478, 센트라포레 4층 405호 (장지동)	5814	(주)골든에프앤디	2023-11-27 12:16:13	I	2022-10-31 22:09:00.0	집단급식소 식품판매업	211788.824	441720.322	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
588	3230000	3230000-122-2023-00010	2023-11-30	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	60.00	138-801	서울특별시 송파구 가락동 46	서울특별시 송파구 오금로34길 51, 1층 101호 (가락동)	5706	채움푸드	2023-11-30 14:01:59	I	2022-11-02 00:02:00.0	집단급식소 식품판매업	210729.788797	444138.294944	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
589	3230000	3230000-122-2023-00011	2023-12-13	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	33.00	138-818	서울특별시 송파구 마천동 38-3	서울특별시 송파구 성내천로 166, 101호 (마천동)	5734	동남급식	2023-12-13 10:52:19	I	2022-11-01 23:05:00.0	집단급식소 식품판매업	212891.195345	444211.810238	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
590	3230000	3230000-122-2023-00012	2023-12-13	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	33.00	138-818	서울특별시 송파구 마천동 38-3	서울특별시 송파구 성내천로 166, 1층 102호 (마천동)	5734	조은유통	2023-12-13 10:53:56	I	2022-11-01 23:05:00.0	집단급식소 식품판매업	212891.195345	444211.810238	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
591	3230000	3230000-122-2024-00001	2024-01-05	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	16.50	138-857	서울특별시 송파구 오금동 60-3	서울특별시 송파구 동남로23길 20, 1층 105호 (오금동)	5728	케어앤푸드(Care&Food)	2024-01-05 14:28:59	I	2023-12-01 00:07:00.0	집단급식소 식품판매업	211853.76	444392.855	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
592	3230000	3230000-122-2024-00002	2024-02-15	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	41.22	138-881	서울특별시 송파구 가락동 600 가락동 농수산물도매시장	서울특별시 송파구 양재대로 932, 가락동 농수산물도매시장 가락몰업무동 8층 15-1호 (가락동)	5699	서원유통	2024-02-15 10:59:24	I	2023-12-01 23:07:00.0	집단급식소 식품판매업	209790.959909	443481.212174	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
593	3230000	3230000-122-2024-00003	2024-02-27	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	070 42515337	536.99	138-805	서울특별시 송파구 가락동 99-5	서울특별시 송파구 중대로 97, 7,8층 (가락동)	5719	푸드팡 주식회사	2024-02-27 15:21:41	I	2023-12-01 22:09:00.0	집단급식소 식품판매업	210481.077142	443448.892123	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
594	3230000	3230000-122-2024-00004	2024-02-28	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	165.00	138-833	서울특별시 송파구 방이동 160-2	서울특별시 송파구 가락로 272, 202호 (방이동)	5635	(주)씨엠컴퍼니	2024-02-28 11:51:15	I	2023-12-03 00:01:00.0	집단급식소 식품판매업	210509.435147	445549.755691	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
595	3230000	3230000-122-2024-00005	2024-04-16	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	25.00	138-872	서울특별시 송파구 풍납동 89-25	서울특별시 송파구 바람드리5길 9-1, 1층 일부호 (풍납동)	5514	리프레일	2024-04-16 12:41:55	I	2023-12-03 23:08:00.0	집단급식소 식품판매업	210367.514167	448508.57176	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Math Symbol

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block