gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	140
Missing cells	1646
Missing cells (%)	26.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	51.7 KiB
Average record size in memory	377.9 B

Variable types

Numeric	5
Text	7
DateTime	4
Unsupported	9
Categorical	18
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	서울특별시
URL	https://data.seoul.go.kr/dataList/OA-16079/S/1/datasetView.do

Alerts

`업태구분명` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`급수시설구분명` is highly imbalanced (57.8%)	Imbalance
`건물소유구분명` is highly imbalanced (58.4%)	Imbalance
`인허가취소일자` has 140 (100.0%) missing values	Missing
`폐업일자` has 23 (16.4%) missing values	Missing
`휴업시작일자` has 140 (100.0%) missing values	Missing
`휴업종료일자` has 140 (100.0%) missing values	Missing
`재개업일자` has 140 (100.0%) missing values	Missing
`전화번호` has 35 (25.0%) missing values	Missing
`소재지면적` has 29 (20.7%) missing values	Missing
`소재지우편번호` has 21 (15.0%) missing values	Missing
`도로명주소` has 57 (40.7%) missing values	Missing
`도로명우편번호` has 57 (40.7%) missing values	Missing
`좌표정보(X)` has 48 (34.3%) missing values	Missing
`좌표정보(Y)` has 48 (34.3%) missing values	Missing
`영업장주변구분명` has 140 (100.0%) missing values	Missing
`등급구분명` has 140 (100.0%) missing values	Missing
`다중이용업소여부` has 34 (24.3%) missing values	Missing
`시설총규모` has 34 (24.3%) missing values	Missing
`전통업소지정번호` has 140 (100.0%) missing values	Missing
`전통업소주된음식` has 140 (100.0%) missing values	Missing
`홈페이지` has 140 (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
`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
`시설총규모` has 89 (63.6%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 08:37:18.878332
Analysis finished	2024-05-11 08:37:20.621841
Duration	1.74 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Real number (ℝ)

Distinct	22
Distinct (%)	15.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3147714.3

Minimum	3010000
Maximum	3240000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	3010000
5-th percentile	3030000
Q1	3130000
median	3165000
Q3	3180000
95-th percentile	3230000
Maximum	3240000
Range	230000
Interquartile range (IQR)	50000

Descriptive statistics

Standard deviation	53849.549
Coefficient of variation (CV)	0.017107508
Kurtosis	0.098051827
Mean	3147714.3
Median Absolute Deviation (MAD)	15000
Skewness	-0.88125448
Sum	4.4068 × 10⁸
Variance	2.8997739 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
3170000	32	22.9%
3180000	18	12.9%
3150000	17	12.1%
3160000	15	10.7%
3030000	9	6.4%
3230000	6	4.3%
3060000	5	3.6%
3090000	5	3.6%
3070000	3	2.1%
3190000	3	2.1%
Other values (12)	27	19.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3010000	1	0.7%
3030000	9	6.4%
3040000	1	0.7%
3050000	2	1.4%
3060000	5	3.6%
3070000	3	2.1%
3080000	3	2.1%
3090000	5	3.6%
3110000	2	1.4%
3120000	3	2.1%

Value	Count	Frequency (%)
3240000	2	1.4%
3230000	6	4.3%
3220000	3	2.1%
3210000	3	2.1%
3200000	3	2.1%
3190000	3	2.1%
3180000	18	12.9%
3170000	32	22.9%
3160000	15	10.7%
3150000	17	12.1%

관리번호
Text

UNIQUE

Distinct	140
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

Length

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

Characters and Unicode

Total characters	3080
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	140 ?
Unique (%)	100.0%

Sample

1st row	3170000-108-2011-00011
2nd row	3150000-108-2023-00001
3rd row	3180000-108-2011-00001
4th row	3230000-108-2023-00001
5th row	3150000-108-2018-00002

Value	Count	Frequency (%)
3170000-108-2011-00011	1	0.7%
3170000-108-2016-00001	1	0.7%
3170000-108-2011-00001	1	0.7%
3170000-108-2011-00007	1	0.7%
3170000-108-2014-00002	1	0.7%
3170000-108-2014-00001	1	0.7%
3170000-108-2012-00001	1	0.7%
3170000-108-2011-00013	1	0.7%
3170000-108-2011-00012	1	0.7%
3180000-108-2011-00007	1	0.7%
Other values (130)	130	92.9%

Most occurring characters

Value	Count	Frequency (%)
0	1439	46.7%
1	506	16.4%
-	420	13.6%
2	231	7.5%
3	176	5.7%
8	171	5.6%
7	45	1.5%
5	37	1.2%
6	28	0.9%
4	17	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2660	86.4%
Dash Punctuation	420	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1439	54.1%
1	506	19.0%
2	231	8.7%
3	176	6.6%
8	171	6.4%
7	45	1.7%
5	37	1.4%
6	28	1.1%
4	17	0.6%
9	10	0.4%

Dash Punctuation

Value	Count	Frequency (%)
-	420	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3080	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1439	46.7%
1	506	16.4%
-	420	13.6%
2	231	7.5%
3	176	5.7%
8	171	5.6%
7	45	1.5%
5	37	1.2%
6	28	0.9%
4	17	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3080	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1439	46.7%
1	506	16.4%
-	420	13.6%
2	231	7.5%
3	176	5.7%
8	171	5.6%
7	45	1.5%
5	37	1.2%
6	28	0.9%
4	17	0.6%

인허가일자
Date

Distinct	122
Distinct (%)	87.1%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

Minimum	1963-04-17 00:00:00
Maximum	2024-04-03 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	140
Missing (%)	100.0%
Memory size	1.4 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

3	117
1	23

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	1
4th row	1
5th row	3

Common Values

Value	Count	Frequency (%)
3	117	83.6%
1	23	16.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	117	83.6%
1	23	16.4%

영업상태명
Categorical

Distinct	2
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

폐업	117
영업/정상	23

Length

Max length	5
Median length	2
Mean length	2.4928571
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	117	83.6%
영업/정상	23	16.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	117	83.6%
영업/정상	23	16.4%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

2	117
1	23

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	1
4th row	1
5th row	2

Common Values

Value	Count	Frequency (%)
2	117	83.6%
1	23	16.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	117	83.6%
1	23	16.4%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

폐업	117
영업	23

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	영업
4th row	영업
5th row	폐업

Common Values

Value	Count	Frequency (%)
폐업	117	83.6%
영업	23	16.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	117	83.6%
영업	23	16.4%

폐업일자
Date

MISSING

Distinct	98
Distinct (%)	83.8%
Missing	23
Missing (%)	16.4%
Memory size	1.2 KiB

Minimum	1998-04-03 00:00:00
Maximum	2024-04-18 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	140
Missing (%)	100.0%
Memory size	1.4 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	140
Missing (%)	100.0%
Memory size	1.4 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	140
Missing (%)	100.0%
Memory size	1.4 KiB

전화번호
Text

MISSING

Distinct	94
Distinct (%)	89.5%
Missing	35
Missing (%)	25.0%
Memory size	1.2 KiB

Length

Max length	12
Median length	11
Mean length	10.07619
Min length	8

Characters and Unicode

Total characters	1058
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	87 ?
Unique (%)	82.9%

Sample

1st row	02 703 2411
2nd row	0226706678
3rd row	0269569858
4th row	02 948 1980
5th row	027518144

Value	Count	Frequency (%)
02	19	13.5%
070	10	7.1%
028049028	4	2.8%
023688251	3	2.1%
026336694	3	2.1%
028540401	2	1.4%
022209575	2	1.4%
024356111	2	1.4%
026344221	2	1.4%
62943303	1	0.7%
Other values (93)	93	66.0%

Most occurring characters

Value	Count	Frequency (%)
0	206	19.5%
2	170	16.1%
8	98	9.3%
6	85	8.0%
1	85	8.0%
3	84	7.9%
7	79	7.5%
5	69	6.5%
4	68	6.4%
9	61	5.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1005	95.0%
Space Separator	53	5.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	206	20.5%
2	170	16.9%
8	98	9.8%
6	85	8.5%
1	85	8.5%
3	84	8.4%
7	79	7.9%
5	69	6.9%
4	68	6.8%
9	61	6.1%

Space Separator

Value	Count	Frequency (%)
	53	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1058	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	206	19.5%
2	170	16.1%
8	98	9.3%
6	85	8.0%
1	85	8.0%
3	84	7.9%
7	79	7.5%
5	69	6.5%
4	68	6.4%
9	61	5.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1058	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	206	19.5%
2	170	16.1%
8	98	9.3%
6	85	8.0%
1	85	8.0%
3	84	7.9%
7	79	7.5%
5	69	6.5%
4	68	6.4%
9	61	5.8%

소재지면적
Text

MISSING

Distinct	108
Distinct (%)	97.3%
Missing	29
Missing (%)	20.7%
Memory size	1.2 KiB

Length

Max length	9
Median length	5
Mean length	5.5225225
Min length	3

Characters and Unicode

Total characters	613
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	106 ?
Unique (%)	95.5%

Sample

1st row	268.59
2nd row	146.16
3rd row	2264.00
4th row	37.35
5th row	95.86

Value	Count	Frequency (%)
00	3	2.7%
30.00	2	1.8%
120.00	1	0.9%
268.59	1	0.9%
67.26	1	0.9%
79.42	1	0.9%
114.61	1	0.9%
93.52	1	0.9%
29.52	1	0.9%
1795.22	1	0.9%
Other values (98)	98	88.3%

Most occurring characters

Value	Count	Frequency (%)
.	111	18.1%
0	90	14.7%
1	76	12.4%
2	61	10.0%
4	47	7.7%
3	46	7.5%
5	44	7.2%
8	38	6.2%
6	37	6.0%
7	30	4.9%
Other values (2)	33	5.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	496	80.9%
Other Punctuation	117	19.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	90	18.1%
1	76	15.3%
2	61	12.3%
4	47	9.5%
3	46	9.3%
5	44	8.9%
8	38	7.7%
6	37	7.5%
7	30	6.0%
9	27	5.4%

Other Punctuation

Value	Count	Frequency (%)
.	111	94.9%
,	6	5.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	613	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	111	18.1%
0	90	14.7%
1	76	12.4%
2	61	10.0%
4	47	7.7%
3	46	7.5%
5	44	7.2%
8	38	6.2%
6	37	6.0%
7	30	4.9%
Other values (2)	33	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	613	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	111	18.1%
0	90	14.7%
1	76	12.4%
2	61	10.0%
4	47	7.7%
3	46	7.5%
5	44	7.2%
8	38	6.2%
6	37	6.0%
7	30	4.9%
Other values (2)	33	5.4%

소재지우편번호
Text

MISSING

Distinct	91
Distinct (%)	76.5%
Missing	21
Missing (%)	15.0%
Memory size	1.2 KiB

Length

Max length	7
Median length	6
Mean length	6.1848739
Min length	6

Characters and Unicode

Total characters	736
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	82 ?
Unique (%)	68.9%

Sample

1st row	153-776
2nd row	157-838
3rd row	150-866
4th row	138-850
5th row	157-851

Value	Count	Frequency (%)
153803	10	8.4%
153802	6	5.0%
152848	6	5.0%
157200	4	3.4%
153-803	3	2.5%
153023	2	1.7%
150095	2	1.7%
133832	2	1.7%
157801	2	1.7%
138828	1	0.8%
Other values (81)	81	68.1%

Most occurring characters

Value	Count	Frequency (%)
1	151	20.5%
8	124	16.8%
5	99	13.5%
3	98	13.3%
0	82	11.1%
2	56	7.6%
7	36	4.9%
4	31	4.2%
6	24	3.3%
-	22	3.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	714	97.0%
Dash Punctuation	22	3.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	151	21.1%
8	124	17.4%
5	99	13.9%
3	98	13.7%
0	82	11.5%
2	56	7.8%
7	36	5.0%
4	31	4.3%
6	24	3.4%
9	13	1.8%

Dash Punctuation

Value	Count	Frequency (%)
-	22	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	736	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	151	20.5%
8	124	16.8%
5	99	13.5%
3	98	13.3%
0	82	11.1%
2	56	7.6%
7	36	4.9%
4	31	4.2%
6	24	3.3%
-	22	3.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	736	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	151	20.5%
8	124	16.8%
5	99	13.5%
3	98	13.3%
0	82	11.1%
2	56	7.6%
7	36	4.9%
4	31	4.2%
6	24	3.3%
-	22	3.0%

지번주소
Text

Distinct	124
Distinct (%)	88.6%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

Length

Max length	46
Median length	37
Mean length	24.7
Min length	11

Characters and Unicode

Total characters	3458
Distinct characters	194
Distinct categories	8 ?
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	117 ?
Unique (%)	83.6%

Sample

1st row	서울특별시 금천구 가산동 680 우림라이온스밸리2차 1006호
2nd row	서울특별시 강서구 등촌동 629-1
3rd row	서울특별시 영등포구 양평동4가 19
4th row	서울특별시 송파구 송파동 84-2 평화빌딩 3층
5th row	서울특별시 강서구 방화동 597-31 삼광빌딩

Value	Count	Frequency (%)
서울특별시	140	21.5%
금천구	32	4.9%
가산동	25	3.8%
영등포구	18	2.8%
강서구	17	2.6%
번지	16	2.5%
구로구	15	2.3%
성동구	9	1.4%
구로동	8	1.2%
가양동	7	1.1%
Other values (284)	363	55.8%

Most occurring characters

Value	Count	Frequency (%)
	650	18.8%
서	163	4.7%
구	163	4.7%
시	143	4.1%
동	143	4.1%
울	140	4.0%
특	140	4.0%
별	140	4.0%
1	139	4.0%
2	103	3.0%
Other values (184)	1534	44.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2086	60.3%
Space Separator	650	18.8%
Decimal Number	611	17.7%
Dash Punctuation	93	2.7%
Uppercase Letter	12	0.3%
Other Punctuation	2	0.1%
Open Punctuation	2	0.1%
Close Punctuation	2	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	163	7.8%
구	163	7.8%
시	143	6.9%
동	143	6.9%
울	140	6.7%
특	140	6.7%
별	140	6.7%
지	82	3.9%
번	69	3.3%
가	59	2.8%
Other values (162)	844	40.5%

Decimal Number

Value	Count	Frequency (%)
1	139	22.7%
2	103	16.9%
0	58	9.5%
4	51	8.3%
6	51	8.3%
5	47	7.7%
3	45	7.4%
7	44	7.2%
9	39	6.4%
8	34	5.6%

Uppercase Letter

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

Space Separator

Value	Count	Frequency (%)
	650	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	93	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	2	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2086	60.3%
Common	1360	39.3%
Latin	12	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	163	7.8%
구	163	7.8%
시	143	6.9%
동	143	6.9%
울	140	6.7%
특	140	6.7%
별	140	6.7%
지	82	3.9%
번	69	3.3%
가	59	2.8%
Other values (162)	844	40.5%

Common

Value	Count	Frequency (%)
	650	47.8%
1	139	10.2%
2	103	7.6%
-	93	6.8%
0	58	4.3%
4	51	3.8%
6	51	3.8%
5	47	3.5%
3	45	3.3%
7	44	3.2%
Other values (5)	79	5.8%

Latin

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2086	60.3%
ASCII	1372	39.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	650	47.4%
1	139	10.1%
2	103	7.5%
-	93	6.8%
0	58	4.2%
4	51	3.7%
6	51	3.7%
5	47	3.4%
3	45	3.3%
7	44	3.2%
Other values (12)	91	6.6%

Hangul

Value	Count	Frequency (%)
서	163	7.8%
구	163	7.8%
시	143	6.9%
동	143	6.9%
울	140	6.7%
특	140	6.7%
별	140	6.7%
지	82	3.9%
번	69	3.3%
가	59	2.8%
Other values (162)	844	40.5%

도로명주소
Text

MISSING

Distinct	83
Distinct (%)	100.0%
Missing	57
Missing (%)	40.7%
Memory size	1.2 KiB

Length

Max length	59
Median length	44
Mean length	37.807229
Min length	22

Characters and Unicode

Total characters	3138
Distinct characters	215
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	83 ?
Unique (%)	100.0%

Sample

1st row	서울특별시 금천구 가산디지털1로 2-0, 1006호 (가산동, 우림라이온스밸리 2차)
2nd row	서울특별시 강서구 양천로 532, 1508호~1510호 (등촌동)
3rd row	서울특별시 영등포구 양평로21길 25 (양평동4가)
4th row	서울특별시 송파구 백제고분로 384, 평화빌딩 3층 (송파동)
5th row	서울특별시 강서구 금낭화로 31, 삼광빌딩 3층 (방화동)

Value	Count	Frequency (%)
서울특별시	83	14.4%
금천구	22	3.8%
가산동	18	3.1%
강서구	10	1.7%
구로구	9	1.6%
2층	9	1.6%
영등포구	9	1.6%
1층	8	1.4%
가산디지털1로	8	1.4%
구로동	5	0.9%
Other values (324)	394	68.5%

Most occurring characters

Value	Count	Frequency (%)
	492	15.7%
1	164	5.2%
동	105	3.3%
,	102	3.3%
서	99	3.2%
구	98	3.1%
로	96	3.1%
시	89	2.8%
2	88	2.8%
)	85	2.7%
Other values (205)	1720	54.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1784	56.9%
Decimal Number	547	17.4%
Space Separator	492	15.7%
Other Punctuation	103	3.3%
Close Punctuation	85	2.7%
Open Punctuation	85	2.7%
Uppercase Letter	22	0.7%
Dash Punctuation	19	0.6%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	105	5.9%
서	99	5.5%
구	98	5.5%
로	96	5.4%
시	89	5.0%
울	84	4.7%
특	83	4.7%
별	83	4.7%
가	56	3.1%
호	52	2.9%
Other values (181)	939	52.6%

Decimal Number

Value	Count	Frequency (%)
1	164	30.0%
2	88	16.1%
0	60	11.0%
5	42	7.7%
4	39	7.1%
3	38	6.9%
6	35	6.4%
8	35	6.4%
7	25	4.6%
9	21	3.8%

Uppercase Letter

Value	Count	Frequency (%)
B	8	36.4%
A	4	18.2%
K	3	13.6%
I	2	9.1%
T	2	9.1%
S	2	9.1%
M	1	4.5%

Other Punctuation

Value	Count	Frequency (%)
,	102	99.0%
.	1	1.0%

Space Separator

Value	Count	Frequency (%)
	492	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	85	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	85	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	19	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1784	56.9%
Common	1332	42.4%
Latin	22	0.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	105	5.9%
서	99	5.5%
구	98	5.5%
로	96	5.4%
시	89	5.0%
울	84	4.7%
특	83	4.7%
별	83	4.7%
가	56	3.1%
호	52	2.9%
Other values (181)	939	52.6%

Common

Value	Count	Frequency (%)
	492	36.9%
1	164	12.3%
,	102	7.7%
2	88	6.6%
)	85	6.4%
(	85	6.4%
0	60	4.5%
5	42	3.2%
4	39	2.9%
3	38	2.9%
Other values (7)	137	10.3%

Latin

Value	Count	Frequency (%)
B	8	36.4%
A	4	18.2%
K	3	13.6%
I	2	9.1%
T	2	9.1%
S	2	9.1%
M	1	4.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1784	56.9%
ASCII	1354	43.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	492	36.3%
1	164	12.1%
,	102	7.5%
2	88	6.5%
)	85	6.3%
(	85	6.3%
0	60	4.4%
5	42	3.1%
4	39	2.9%
3	38	2.8%
Other values (14)	159	11.7%

Hangul

Value	Count	Frequency (%)
동	105	5.9%
서	99	5.5%
구	98	5.5%
로	96	5.4%
시	89	5.0%
울	84	4.7%
특	83	4.7%
별	83	4.7%
가	56	3.1%
호	52	2.9%
Other values (181)	939	52.6%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	71
Distinct (%)	85.5%
Missing	57
Missing (%)	40.7%
Infinite	0
Infinite (%)	0.0%
Mean	6806.0482

Minimum	1070
Maximum	8863
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	1070
5-th percentile	2011.5
Q1	5654.5
median	7605
Q3	8502.5
95-th percentile	8631
Maximum	8863
Range	7793
Interquartile range (IQR)	2848

Descriptive statistics

Standard deviation	2206.7953
Coefficient of variation (CV)	0.32424032
Kurtosis	0.74018922
Mean	6806.0482
Median Absolute Deviation (MAD)	902
Skewness	-1.3379986
Sum	564902
Variance	4869945.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8592	4	2.9%
8506	4	2.9%
8501	4	2.9%
1070	2	1.4%
8381	2	1.4%
8635	2	1.4%
8375	1	0.7%
8390	1	0.7%
8301	1	0.7%
7205	1	0.7%
Other values (61)	61	43.6%
(Missing)	57	40.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1070	2	1.4%
1100	1	0.7%
1414	1	0.7%
2008	1	0.7%
2043	1	0.7%
2094	1	0.7%
2568	1	0.7%
2718	1	0.7%
2785	1	0.7%
3963	1	0.7%

Value	Count	Frequency (%)
8863	1	0.7%
8860	1	0.7%
8858	1	0.7%
8635	2	1.4%
8595	1	0.7%
8592	4	2.9%
8591	1	0.7%
8589	1	0.7%
8584	1	0.7%
8517	1	0.7%

사업장명
Text

Distinct	125
Distinct (%)	89.3%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

Length

Max length	17
Median length	13
Mean length	7.5285714
Min length	2

Characters and Unicode

Total characters	1054
Distinct characters	229
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	115 ?
Unique (%)	82.1%

Sample

1st row	케이피씨
2nd row	주식회사 퓨어
3rd row	롯데웰푸드(주)
4th row	주식회사 르빵
5th row	주식회사 디오빈스

Value	Count	Frequency (%)
주식회사	18	10.9%
대상(주	4	2.4%
주)대상	3	1.8%
주)원지산업	3	1.8%
롯데제과(주	3	1.8%
푸드아로마	2	1.2%
제니코식품(주	2	1.2%
주)롯데삼강	2	1.2%
케이에프티씨	2	1.2%
서울우유협동조합	2	1.2%
Other values (123)	124	75.2%

Most occurring characters

Value	Count	Frequency (%)
주	84	8.0%
(	67	6.4%
)	67	6.4%
이	44	4.2%
식	32	3.0%
사	29	2.8%
스	26	2.5%
	25	2.4%
회	22	2.1%
제	20	1.9%
Other values (219)	638	60.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	860	81.6%
Open Punctuation	67	6.4%
Close Punctuation	67	6.4%
Space Separator	25	2.4%
Uppercase Letter	17	1.6%
Lowercase Letter	12	1.1%
Connector Punctuation	2	0.2%
Other Punctuation	2	0.2%
Decimal Number	2	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	84	9.8%
이	44	5.1%
식	32	3.7%
사	29	3.4%
스	26	3.0%
회	22	2.6%
제	20	2.3%
에	19	2.2%
오	17	2.0%
코	15	1.7%
Other values (192)	552	64.2%

Uppercase Letter

Value	Count	Frequency (%)
T	4	23.5%
C	4	23.5%
A	1	5.9%
H	1	5.9%
O	1	5.9%
L	1	5.9%
J	1	5.9%
S	1	5.9%
E	1	5.9%
K	1	5.9%

Lowercase Letter

Value	Count	Frequency (%)
r	3	25.0%
a	2	16.7%
p	1	8.3%
o	1	8.3%
g	1	8.3%
i	1	8.3%
n	1	8.3%
e	1	8.3%
k	1	8.3%

Decimal Number

Value	Count	Frequency (%)
2	1	50.0%
1	1	50.0%

Open Punctuation

Value	Count	Frequency (%)
(	67	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	67	100.0%

Space Separator

Value	Count	Frequency (%)
	25	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	860	81.6%
Common	165	15.7%
Latin	29	2.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	84	9.8%
이	44	5.1%
식	32	3.7%
사	29	3.4%
스	26	3.0%
회	22	2.6%
제	20	2.3%
에	19	2.2%
오	17	2.0%
코	15	1.7%
Other values (192)	552	64.2%

Latin

Value	Count	Frequency (%)
T	4	13.8%
C	4	13.8%
r	3	10.3%
a	2	6.9%
p	1	3.4%
o	1	3.4%
g	1	3.4%
i	1	3.4%
A	1	3.4%
H	1	3.4%
Other values (10)	10	34.5%

Common

Value	Count	Frequency (%)
(	67	40.6%
)	67	40.6%
	25	15.2%
_	2	1.2%
.	2	1.2%
2	1	0.6%
1	1	0.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	860	81.6%
ASCII	194	18.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	84	9.8%
이	44	5.1%
식	32	3.7%
사	29	3.4%
스	26	3.0%
회	22	2.6%
제	20	2.3%
에	19	2.2%
오	17	2.0%
코	15	1.7%
Other values (192)	552	64.2%

ASCII

Value	Count	Frequency (%)
(	67	34.5%
)	67	34.5%
	25	12.9%
T	4	2.1%
C	4	2.1%
r	3	1.5%
_	2	1.0%
.	2	1.0%
a	2	1.0%
p	1	0.5%
Other values (17)	17	8.8%

최종수정일자
Date

Distinct	110
Distinct (%)	78.6%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

Minimum	2006-08-18 22:29:41
Maximum	2024-04-18 13:39:07

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

I	93
U	47

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	93	66.4%
U	47	33.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	93	66.4%
u	47	33.6%

데이터갱신일자
Date

Distinct	55
Distinct (%)	39.3%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

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

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

식품첨가물제조업	140

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
식품첨가물제조업	140	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품첨가물제조업	140	100.0%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	85
Distinct (%)	92.4%
Missing	48
Missing (%)	34.3%
Infinite	0
Infinite (%)	0.0%
Mean	194485.7

Minimum	183278.12
Maximum	213070.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	183278.12
5-th percentile	184188.37
Q1	189369.54
median	190477.92
Q3	202261.63
95-th percentile	209520.71
Maximum	213070.5
Range	29792.374
Interquartile range (IQR)	12892.089

Descriptive statistics

Standard deviation	8177.4585
Coefficient of variation (CV)	0.04204658
Kurtosis	-0.8399468
Mean	194485.7
Median Absolute Deviation (MAD)	2807.125
Skewness	0.76030187
Sum	17892684
Variance	66870828
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
189369.53962474	3	2.1%
189812.421197411	3	2.1%
189232.30642848	2	1.4%
201974.958688991	2	1.4%
189089.927764903	2	1.4%
189978.050925581	1	0.7%
189575.815287955	1	0.7%
188968.189711073	1	0.7%
191217.502722028	1	0.7%
189127.981104583	1	0.7%
Other values (75)	75	53.6%
(Missing)	48	34.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
183278.121362815	1	0.7%
183621.112641016	1	0.7%
183664.577761335	1	0.7%
183676.676699478	1	0.7%
183717.389594075	1	0.7%
184573.723475124	1	0.7%
186108.118527493	1	0.7%
186380.509205927	1	0.7%
186700.342736365	1	0.7%
186723.502831215	1	0.7%

Value	Count	Frequency (%)
213070.495037105	1	0.7%
210753.037585195	1	0.7%
210627.0	1	0.7%
210078.558889886	1	0.7%
209549.864184816	1	0.7%
209496.859211168	1	0.7%
209038.198426983	1	0.7%
208231.356512091	1	0.7%
208072.625904312	1	0.7%
207157.192115985	1	0.7%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	85
Distinct (%)	92.4%
Missing	48
Missing (%)	34.3%
Infinite	0
Infinite (%)	0.0%
Mean	446511.45

Minimum	438683.88
Maximum	462924.42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	438683.88
5-th percentile	440432.68
Q1	441985.53
median	445218.81
Q3	450354.96
95-th percentile	457318.2
Maximum	462924.42
Range	24240.545
Interquartile range (IQR)	8369.4281

Descriptive statistics

Standard deviation	5662.6045
Coefficient of variation (CV)	0.01268188
Kurtosis	0.18766745
Mean	446511.45
Median Absolute Deviation (MAD)	3589.4534
Skewness	0.92886769
Sum	41079053
Variance	32065090
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
441629.361414684	3	2.1%
440866.434242768	3	2.1%
442478.356256941	2	1.4%
459917.064973621	2	1.4%
442569.300676147	2	1.4%
440363.954453659	1	0.7%
441503.181731081	1	0.7%
442119.780901928	1	0.7%
438683.876519238	1	0.7%
442460.505542105	1	0.7%
Other values (75)	75	53.6%
(Missing)	48	34.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
438683.876519238	1	0.7%
438765.406099377	1	0.7%
439810.25559883	1	0.7%
440263.768319604	1	0.7%
440363.954453659	1	0.7%
440488.915356426	1	0.7%
440523.497478209	1	0.7%
440764.426277932	1	0.7%
440866.434242768	3	2.1%
440870.092608694	1	0.7%

Value	Count	Frequency (%)
462924.421741165	1	0.7%
461119.957690091	1	0.7%
459917.064973621	2	1.4%
458704.862300894	1	0.7%
456183.667189931	1	0.7%
456138.417214882	1	0.7%
456108.815873556	1	0.7%
455821.617180441	1	0.7%
455262.351193571	1	0.7%
454281.625467611	1	0.7%

위생업태명
Categorical

Distinct	2
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

식품첨가물제조업	106
<NA>	34

Length

Max length	8
Median length	8
Mean length	7.0285714
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
식품첨가물제조업	106	75.7%
<NA>	34	24.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품첨가물제조업	106	75.7%
na	34	24.3%

남성종사자수
Categorical

Distinct	2
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	123
0	17

Length

Max length	4
Median length	4
Mean length	3.6357143
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>	123	87.9%
0	17	12.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	123	87.9%
0	17	12.1%

여성종사자수
Categorical

Distinct	2
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	123
0	17

Length

Max length	4
Median length	4
Mean length	3.6357143
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>	123	87.9%
0	17	12.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	123	87.9%
0	17	12.1%

영업장주변구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	140
Missing (%)	100.0%
Memory size	1.4 KiB

등급구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	140
Missing (%)	100.0%
Memory size	1.4 KiB

급수시설구분명
Categorical

IMBALANCE

Distinct	2
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	128
상수도전용	12

Length

Max length	5
Median length	4
Mean length	4.0857143
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	128	91.4%
상수도전용	12	8.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	128	91.4%
상수도전용	12	8.6%

총인원
Categorical

Distinct	2
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	123
0	17

Length

Max length	4
Median length	4
Mean length	3.6357143
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>	123	87.9%
0	17	12.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	123	87.9%
0	17	12.1%

본사종업원수
Categorical

Distinct	5
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	74
0	62
1	2
3	1
4	1

Length

Max length	4
Median length	4
Mean length	2.5857143
Min length	1

Unique

Unique	2 ?
Unique (%)	1.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	74	52.9%
0	62	44.3%
1	2	1.4%
3	1	0.7%
4	1	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	74	52.9%
0	62	44.3%
1	2	1.4%
3	1	0.7%
4	1	0.7%

공장사무직종업원수
Categorical

Distinct	3
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	74
0	65
2	1

Length

Max length	4
Median length	4
Mean length	2.5857143
Min length	1

Unique

Unique	1 ?
Unique (%)	0.7%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	74	52.9%
0	65	46.4%
2	1	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	74	52.9%
0	65	46.4%
2	1	0.7%

공장판매직종업원수
Categorical

Distinct	3
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	74
0	65
1	1

Length

Max length	4
Median length	4
Mean length	2.5857143
Min length	1

Unique

Unique	1 ?
Unique (%)	0.7%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	74	52.9%
0	65	46.4%
1	1	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	74	52.9%
0	65	46.4%
1	1	0.7%

공장생산직종업원수
Categorical

Distinct	3
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	73
0	65
1	2

Length

Max length	4
Median length	4
Mean length	2.5642857
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>	73	52.1%
0	65	46.4%
1	2	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	73	52.1%
0	65	46.4%
1	2	1.4%

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	120
임대	18
자가	2

Length

Max length	4
Median length	4
Mean length	3.7142857
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>	120	85.7%
임대	18	12.9%
자가	2	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	120	85.7%
임대	18	12.9%
자가	2	1.4%

보증액
Categorical

Distinct	4
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	90
0	48
1100	1
100000000	1

Length

Max length	9
Median length	4
Mean length	3.0071429
Min length	1

Unique

Unique	2 ?
Unique (%)	1.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	90	64.3%
0	48	34.3%
1100	1	0.7%
100000000	1	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	90	64.3%
0	48	34.3%
1100	1	0.7%
100000000	1	0.7%

월세액
Categorical

Distinct	4
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	90
0	48
110	1
10780000	1

Length

Max length	8
Median length	4
Mean length	2.9928571
Min length	1

Unique

Unique	2 ?
Unique (%)	1.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	90	64.3%
0	48	34.3%
110	1	0.7%
10780000	1	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	90	64.3%
0	48	34.3%
110	1	0.7%
10780000	1	0.7%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.9%
Missing	34
Missing (%)	24.3%
Memory size	412.0 B

False	106
(Missing)	34

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	106	75.7%
(Missing)	34	24.3%

시설총규모
Real number (ℝ)

MISSING ZEROS

Distinct	18
Distinct (%)	17.0%
Missing	34
Missing (%)	24.3%
Infinite	0
Infinite (%)	0.0%
Mean	6.2422642

Minimum	0
Maximum	98.82
Zeros	89
Zeros (%)	63.6%
Negative	0
Negative (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	50.4825
Maximum	98.82
Range	98.82
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	18.734069
Coefficient of variation (CV)	3.0011657
Kurtosis	11.296497
Mean	6.2422642
Median Absolute Deviation (MAD)	0
Skewness	3.4034957
Sum	661.68
Variance	350.96535
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0.0	89	63.6%
72.21	1	0.7%
14.25	1	0.7%
62.76	1	0.7%
29.7	1	0.7%
33.21	1	0.7%
12.4	1	0.7%
29.52	1	0.7%
81.85	1	0.7%
24.37	1	0.7%
Other values (8)	8	5.7%
(Missing)	34	24.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	89	63.6%
1.86	1	0.7%
3.0	1	0.7%
8.0	1	0.7%
12.0	1	0.7%
12.4	1	0.7%
14.25	1	0.7%
24.37	1	0.7%
29.52	1	0.7%
29.7	1	0.7%

Value	Count	Frequency (%)
98.82	1	0.7%
81.85	1	0.7%
81.72	1	0.7%
72.21	1	0.7%
62.76	1	0.7%
52.96	1	0.7%
43.05	1	0.7%
33.21	1	0.7%
29.7	1	0.7%
29.52	1	0.7%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	140
Missing (%)	100.0%
Memory size	1.4 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	140
Missing (%)	100.0%
Memory size	1.4 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	140
Missing (%)	100.0%
Memory size	1.4 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	3170000	3170000-108-2011-00011	2006-12-05	<NA>	3	폐업	2	폐업	2023-07-17	<NA>	<NA>	<NA>	02 703 2411	268.59	153-776	서울특별시 금천구 가산동 680 우림라이온스밸리2차 1006호	서울특별시 금천구 가산디지털1로 2-0, 1006호 (가산동, 우림라이온스밸리 2차)	8591	케이피씨	2023-07-17 13:47:48	U	2022-12-06 23:09:00.0	식품첨가물제조업	190050.903573	440523.497478	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	3150000	3150000-108-2023-00001	2023-08-14	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	146.16	157-838	서울특별시 강서구 등촌동 629-1	서울특별시 강서구 양천로 532, 1508호~1510호 (등촌동)	7549	주식회사 퓨어	2023-08-14 09:33:37	I	2022-12-07 23:07:00.0	식품첨가물제조업	187381.316534	450751.226504	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2	3180000	3180000-108-2011-00001	1971-02-24	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0226706678	2264.00	150-866	서울특별시 영등포구 양평동4가 19	서울특별시 영등포구 양평로21길 25 (양평동4가)	7209	롯데웰푸드(주)	2023-04-20 11:38:51	U	2022-12-03 22:03:00.0	식품첨가물제조업	190508.589813	448196.897432	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3	3230000	3230000-108-2023-00001	2023-05-10	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	37.35	138-850	서울특별시 송파구 송파동 84-2 평화빌딩 3층	서울특별시 송파구 백제고분로 384, 평화빌딩 3층 (송파동)	5667	주식회사 르빵	2023-05-10 10:45:52	I	2022-12-04 23:02:00.0	식품첨가물제조업	209549.864185	444844.574391	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4	3150000	3150000-108-2018-00002	2018-02-27	<NA>	3	폐업	2	폐업	2023-05-31	<NA>	<NA>	<NA>	<NA>	95.86	157-851	서울특별시 강서구 방화동 597-31 삼광빌딩	서울특별시 강서구 금낭화로 31, 삼광빌딩 3층 (방화동)	7608	주식회사 디오빈스	2023-05-31 10:38:27	U	2022-12-06 00:02:00.0	식품첨가물제조업	183278.121363	451786.08276	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5	3170000	3170000-108-2023-00001	2023-07-06	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	40.80	153-803	서울특별시 금천구 가산동 371-57 가산 더스카이밸리 1차	서울특별시 금천구 가산디지털1로 142, 가산 더스카이밸리 1차 514호 (가산동)	8507	씨엘오투(CLO2)	2023-07-06 13:14:21	I	2022-12-07 00:08:00.0	식품첨가물제조업	189603.222917	441801.135064	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	3130000	3130000-108-2023-00001	2023-12-08	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0269569858	24.60	121-827	서울특별시 마포구 망원동 478-11	서울특별시 마포구 월드컵로 125, 4층 (망원동)	3963	(주)코리아허니	2023-12-09 11:43:31	I	2022-11-01 23:01:00.0	식품첨가물제조업	191685.79278	450778.221421	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7	3080000	3080000-108-2017-00001	2017-05-30	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 948 1980	19.50	142-847	서울특별시 강북구 수유동 220-70	서울특별시 강북구 한천로143길 34-21, 2층 (수유동)	1070	주식회사 대성씨엔에프	2023-08-25 17:34:44	U	2022-12-07 22:07:00.0	식품첨가물제조업	201974.958689	459917.064974	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8	3010000	3010000-108-2011-00001	19680305	<NA>	3	폐업	2	폐업	20041231	<NA>	<NA>	<NA>	027518144	<NA>	100865	서울특별시 중구 태평로2가 150번지	<NA>	<NA>	씨제이(CJ)주식회사	2008-04-23 18:00:02	I	2018-08-31 23:59:59.0	식품첨가물제조업	197728.372837	451030.853937	식품첨가물제조업	0	0	<NA>	<NA>	<NA>	0	0	0	0	0	<NA>	0	0	N	0.0	<NA>	<NA>	<NA>
9	3030000	3030000-108-2011-00003	19681007	<NA>	3	폐업	2	폐업	20030414	<NA>	<NA>	<NA>	024634104	773.30	133831	서울특별시 성동구 성수동2가 275-36 번지	<NA>	<NA>	(주)삼풍식연	2006-08-18 22:29:41	I	2018-08-31 23:59:59.0	식품첨가물제조업	<NA>	<NA>	식품첨가물제조업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<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
130	3230000	3230000-108-2011-00001	19971101	<NA>	3	폐업	2	폐업	20060602	<NA>	<NA>	<NA>	024164391	<NA>	<NA>	서울특별시 송파구	<NA>	<NA>	극동와인(주)	2006-08-18 22:29:41	I	2018-08-31 23:59:59.0	식품첨가물제조업	<NA>	<NA>	식품첨가물제조업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	0	0	N	0.0	<NA>	<NA>	<NA>
131	3230000	3230000-108-2018-00001	20180816	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	74.00	138888	서울특별시 송파구 문정동 642번지 송파 테라타워2	서울특별시 송파구 송파대로 201, 송파 테라타워2 A동 610호 (문정동)	5854	인센트랩	2018-08-16 09:39:17	I	2018-08-31 23:59:59.0	식품첨가물제조업	210627.0	442875.0	식품첨가물제조업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
132	3240000	3240000-108-2015-00002	20150804	<NA>	3	폐업	2	폐업	20190527	<NA>	<NA>	<NA>	070 88757966	30.00	134851	서울특별시 강동구 성내동 556번지 다모아빌딩, 2층 201호	서울특별시 강동구 성내로6길 14-5, 2층 201호 (성내동, 다모아빌딩)	5398	웰튼헬스케어	2019-05-27 17:22:45	U	2019-05-29 02:40:00.0	식품첨가물제조업	210753.037585	447466.691105	식품첨가물제조업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1	0	0	0	임대	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
133	3240000	3240000-108-2015-00001	20150701	<NA>	3	폐업	2	폐업	20160119	<NA>	<NA>	<NA>	<NA>	16.35	134809	서울특별시 강동구 길동 160번지	서울특별시 강동구 천중로 254, 1층 11호 (길동)	5346	브레쓰아트	2015-07-03 13:33:14	I	2018-08-31 23:59:59.0	식품첨가물제조업	213070.495037	448552.74791	식품첨가물제조업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
134	3180000	3180000-108-2018-00001	20180404	<NA>	3	폐업	2	폐업	20221230	<NA>	<NA>	<NA>	0264033388	136.90	150095	서울특별시 영등포구 문래동5가 23-5 문래동 빅토리 테크노 타워	서울특별시 영등포구 선유서로 17, 문래동 빅토리 테크노 타워 1층 (문래동5가)	7284	(주)바이오믹스테크	2022-12-30 13:40:29	U	2022-12-01 00:01:00.0	식품첨가물제조업	189667.639845	446140.637416	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
135	3230000	3230000-108-2018-00002	20181116	<NA>	3	폐업	2	폐업	20230120	<NA>	<NA>	<NA>	<NA>	54.50	138828	서울특별시 송파구 방이동 66-2 세기빌딩	서울특별시 송파구 오금로 111, 세기빌딩 B202-1호 (방이동)	5548	(주)삼성컴퍼니	2023-01-20 13:17:48	U	2022-11-30 22:02:00.0	식품첨가물제조업	209496.859211	445600.046916	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
136	3170000	3170000-108-2020-00001	20200429	<NA>	3	폐업	2	폐업	20221216	<NA>	<NA>	<NA>	02 18336633	142.14	153768	서울특별시 금천구 가산동 550-1 IT캐슬 2동 1011호	서울특별시 금천구 가산디지털2로 98, IT캐슬 2동 1011호 (가산동)	8506	오케이주식회사	2022-12-15 18:58:06	U	2021-11-01 23:07:00.0	식품첨가물제조업	189369.539625	441629.361415	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
137	3170000	3170000-108-2022-00001	20220524	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	30.80	153864	서울특별시 금천구 시흥동 991 아람아이씨티타워	서울특별시 금천구 시흥대로 193, 아람아이씨티타워 5층 502호 (시흥동)	8635	주나에프에스	2022-07-12 16:40:08	U	2021-12-06 23:04:00.0	식품첨가물제조업	191203.85206	438765.406099	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
138	3200000	3200000-108-2017-00001	2017-11-17	<NA>	3	폐업	2	폐업	2023-11-29	<NA>	<NA>	<NA>	02 69587580	131.20	151-015	서울특별시 관악구 신림동 1738 파로스프라자A동	서울특별시 관악구 난곡로 100, 지하1층 비07, 16, 17호 (신림동, 파로스프라자A동)	8860	주식회사 더가넷	2023-11-29 10:31:50	U	2022-11-02 00:01:00.0	식품첨가물제조업	192817.818457	440263.76832	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
139	3180000	3180000-108-2020-00001	2020-03-05	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	89.71	150-096	서울특별시 영등포구 문래동6가 33 910호	서울특별시 영등포구 문래북로 8, 910호 (문래동6가)	7280	노비스헬스케어 유한회사	2023-07-21 09:06:31	U	2022-12-06 22:03:00.0	식품첨가물제조업	189825.743146	446574.176568	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

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

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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

Space Separator

Dash Punctuation

Other Punctuation

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories