gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	408
Missing cells	3957
Missing cells (%)	22.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	149.5 KiB
Average record size in memory	375.3 B

Variable types

Numeric	6
Text	7
DateTime	4
Unsupported	7
Categorical	19
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-16081/S/1/datasetView.do

Alerts

`업태구분명` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`위생업태명` is highly imbalanced (69.7%)	Imbalance
`등급구분명` is highly imbalanced (51.4%)	Imbalance
`본사종업원수` is highly imbalanced (60.0%)	Imbalance
`공장판매직종업원수` is highly imbalanced (55.5%)	Imbalance
`공장생산직종업원수` is highly imbalanced (53.6%)	Imbalance
`인허가취소일자` has 408 (100.0%) missing values	Missing
`폐업일자` has 70 (17.2%) missing values	Missing
`휴업시작일자` has 408 (100.0%) missing values	Missing
`휴업종료일자` has 408 (100.0%) missing values	Missing
`재개업일자` has 408 (100.0%) missing values	Missing
`전화번호` has 73 (17.9%) missing values	Missing
`소재지면적` has 102 (25.0%) missing values	Missing
`도로명주소` has 258 (63.2%) missing values	Missing
`도로명우편번호` has 263 (64.5%) missing values	Missing
`좌표정보(X)` has 36 (8.8%) missing values	Missing
`좌표정보(Y)` has 36 (8.8%) missing values	Missing
`남성종사자수` has 219 (53.7%) missing values	Missing
`다중이용업소여부` has 22 (5.4%) missing values	Missing
`시설총규모` has 22 (5.4%) missing values	Missing
`전통업소지정번호` has 408 (100.0%) missing values	Missing
`전통업소주된음식` has 408 (100.0%) missing values	Missing
`홈페이지` has 408 (100.0%) missing values	Missing
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`전통업소지정번호` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`전통업소주된음식` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`홈페이지` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`남성종사자수` has 169 (41.4%) zeros	Zeros
`시설총규모` has 364 (89.2%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 06:40:14.006042
Analysis finished	2024-05-11 06:40:14.908618
Duration	0.9 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Real number (ℝ)

Distinct	25
Distinct (%)	6.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3079803.9

Minimum	3000000
Maximum	3240000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	3000000
5-th percentile	3010000
Q1	3010000
median	3030000
Q3	3160000
95-th percentile	3220000
Maximum	3240000
Range	240000
Interquartile range (IQR)	150000

Descriptive statistics

Standard deviation	76292.859
Coefficient of variation (CV)	0.024771986
Kurtosis	-1.25585
Mean	3079803.9
Median Absolute Deviation (MAD)	20000
Skewness	0.62338135
Sum	1.25656 × 10⁹
Variance	5.8206003 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
3010000	123	30.1%
3030000	87	21.3%
3170000	38	9.3%
3180000	30	7.4%
3160000	20	4.9%
3040000	10	2.5%
3230000	10	2.5%
3150000	10	2.5%
3050000	9	2.2%
3020000	9	2.2%
Other values (15)	62	15.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3000000	1	0.2%
3010000	123	30.1%
3020000	9	2.2%
3030000	87	21.3%
3040000	10	2.5%
3050000	9	2.2%
3060000	6	1.5%
3070000	4	1.0%
3080000	2	0.5%
3090000	4	1.0%

Value	Count	Frequency (%)
3240000	6	1.5%
3230000	10	2.5%
3220000	6	1.5%
3210000	2	0.5%
3200000	6	1.5%
3190000	3	0.7%
3180000	30	7.4%
3170000	38	9.3%
3160000	20	4.9%
3150000	10	2.5%

관리번호
Text

UNIQUE

Distinct	408
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

Length

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

Characters and Unicode

Total characters	8976
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	408 ?
Unique (%)	100.0%

Sample

1st row	3030000-118-2006-00001
2nd row	3010000-118-2021-00002
3rd row	3170000-118-2014-00004
4th row	3200000-118-1992-00014
5th row	3030000-118-2008-00001

Value	Count	Frequency (%)
3030000-118-2006-00001	1	0.2%
3120000-118-2006-00001	1	0.2%
3140000-118-2001-00930	1	0.2%
3130000-118-1993-00348	1	0.2%
3130000-118-1994-00349	1	0.2%
3130000-118-1998-00347	1	0.2%
3130000-118-2001-00001	1	0.2%
3130000-118-2002-00001	1	0.2%
3130000-118-2001-00002	1	0.2%
3120000-118-1987-00044	1	0.2%
Other values (398)	398	97.5%

Most occurring characters

Value	Count	Frequency (%)
0	3802	42.4%
1	1514	16.9%
-	1224	13.6%
3	618	6.9%
8	550	6.1%
2	510	5.7%
9	269	3.0%
4	131	1.5%
5	124	1.4%
6	119	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7752	86.4%
Dash Punctuation	1224	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3802	49.0%
1	1514	19.5%
3	618	8.0%
8	550	7.1%
2	510	6.6%
9	269	3.5%
4	131	1.7%
5	124	1.6%
6	119	1.5%
7	115	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	1224	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8976	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3802	42.4%
1	1514	16.9%
-	1224	13.6%
3	618	6.9%
8	550	6.1%
2	510	5.7%
9	269	3.0%
4	131	1.5%
5	124	1.4%
6	119	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8976	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3802	42.4%
1	1514	16.9%
-	1224	13.6%
3	618	6.9%
8	550	6.1%
2	510	5.7%
9	269	3.0%
4	131	1.5%
5	124	1.4%
6	119	1.3%

인허가일자
Date

Distinct	377
Distinct (%)	92.4%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

Minimum	1955-07-04 00:00:00
Maximum	2024-04-30 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	408
Missing (%)	100.0%
Memory size	3.7 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

3	338
1	70

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	338	82.8%
1	70	17.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	338	82.8%
1	70	17.2%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

폐업	338
영업/정상	70

Length

Max length	5
Median length	2
Mean length	2.5147059
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	338	82.8%
영업/정상	70	17.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	338	82.8%
영업/정상	70	17.2%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

2	338
1	70

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	338	82.8%
1	70	17.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	338	82.8%
1	70	17.2%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

폐업	338
영업	70

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	338	82.8%
영업	70	17.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	338	82.8%
영업	70	17.2%

폐업일자
Date

MISSING

Distinct	300
Distinct (%)	88.8%
Missing	70
Missing (%)	17.2%
Memory size	3.3 KiB

Minimum	1990-11-07 00:00:00
Maximum	2024-04-09 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	408
Missing (%)	100.0%
Memory size	3.7 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	408
Missing (%)	100.0%
Memory size	3.7 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	408
Missing (%)	100.0%
Memory size	3.7 KiB

전화번호
Text

MISSING

Distinct	306
Distinct (%)	91.3%
Missing	73
Missing (%)	17.9%
Memory size	3.3 KiB

Length

Max length	12
Median length	10
Mean length	9.9223881
Min length	2

Characters and Unicode

Total characters	3324
Distinct characters	12
Distinct categories	3 ?
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	295 ?
Unique (%)	88.1%

Sample

1st row	0002 4622747
2nd row	070 41181477
3rd row	02 863 2846
4th row	02 5253448
5th row	02 4970668

Value	Count	Frequency (%)
02	206	36.3%
0	8	1.4%
031	2	0.4%
	2	0.4%
4070101	2	0.4%
22711008	2	0.4%
0222778943	2	0.4%
0750	2	0.4%
421	2	0.4%
0002	2	0.4%
Other values (331)	338	59.5%

Most occurring characters

Value	Count	Frequency (%)
2	728	21.9%
0	556	16.7%
	323	9.7%
6	289	8.7%
4	249	7.5%
3	228	6.9%
7	227	6.8%
8	216	6.5%
5	179	5.4%
1	174	5.2%
Other values (2)	155	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2999	90.2%
Space Separator	323	9.7%
Other Punctuation	2	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	728	24.3%
0	556	18.5%
6	289	9.6%
4	249	8.3%
3	228	7.6%
7	227	7.6%
8	216	7.2%
5	179	6.0%
1	174	5.8%
9	153	5.1%

Space Separator

Value	Count	Frequency (%)
	323	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3324	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	728	21.9%
0	556	16.7%
	323	9.7%
6	289	8.7%
4	249	7.5%
3	228	6.9%
7	227	6.8%
8	216	6.5%
5	179	5.4%
1	174	5.2%
Other values (2)	155	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3324	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	728	21.9%
0	556	16.7%
	323	9.7%
6	289	8.7%
4	249	7.5%
3	228	6.9%
7	227	6.8%
8	216	6.5%
5	179	5.4%
1	174	5.2%
Other values (2)	155	4.7%

소재지면적
Text

MISSING

Distinct	247
Distinct (%)	80.7%
Missing	102
Missing (%)	25.0%
Memory size	3.3 KiB

Length

Max length	8
Median length	7
Mean length	5.4542484
Min length	3

Characters and Unicode

Total characters	1669
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	217 ?
Unique (%)	70.9%

Sample

1st row	124.58
2nd row	345.00
3rd row	68.70
4th row	40.32
5th row	39.60

Value	Count	Frequency (%)
66.00	9	2.9%
00	8	2.6%
33.00	8	2.6%
50.00	4	1.3%
120.00	4	1.3%
91.00	3	1.0%
18.00	3	1.0%
165.00	3	1.0%
180.00	3	1.0%
60.00	3	1.0%
Other values (237)	258	84.3%

Most occurring characters

Value	Count	Frequency (%)
0	391	23.4%
.	306	18.3%
1	173	10.4%
2	131	7.8%
6	120	7.2%
5	115	6.9%
3	99	5.9%
4	93	5.6%
8	85	5.1%
7	78	4.7%
Other values (2)	78	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1358	81.4%
Other Punctuation	311	18.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	391	28.8%
1	173	12.7%
2	131	9.6%
6	120	8.8%
5	115	8.5%
3	99	7.3%
4	93	6.8%
8	85	6.3%
7	78	5.7%
9	73	5.4%

Other Punctuation

Value	Count	Frequency (%)
.	306	98.4%
,	5	1.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	1669	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	391	23.4%
.	306	18.3%
1	173	10.4%
2	131	7.8%
6	120	7.2%
5	115	6.9%
3	99	5.9%
4	93	5.6%
8	85	5.1%
7	78	4.7%
Other values (2)	78	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1669	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	391	23.4%
.	306	18.3%
1	173	10.4%
2	131	7.8%
6	120	7.2%
5	115	6.9%
3	99	5.9%
4	93	5.6%
8	85	5.1%
7	78	4.7%
Other values (2)	78	4.7%

소재지우편번호
Text

Distinct	212
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

Length

Max length	7
Median length	6
Mean length	6.0416667
Min length	6

Characters and Unicode

Total characters	2465
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	161 ?
Unique (%)	39.5%

Sample

1st row	133-829
2nd row	100-330
3rd row	153-803
4th row	151-800
5th row	133-832

Value	Count	Frequency (%)
133832	19	4.7%
100310	10	2.5%
133831	10	2.5%
100195	10	2.5%
100411	9	2.2%
100400	9	2.2%
153813	9	2.2%
133835	9	2.2%
153803	9	2.2%
100015	8	2.0%
Other values (202)	306	75.0%

Most occurring characters

Value	Count	Frequency (%)
1	589	23.9%
0	462	18.7%
3	432	17.5%
8	333	13.5%
5	191	7.7%
2	164	6.7%
4	120	4.9%
9	59	2.4%
7	50	2.0%
6	48	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2448	99.3%
Dash Punctuation	17	0.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	589	24.1%
0	462	18.9%
3	432	17.6%
8	333	13.6%
5	191	7.8%
2	164	6.7%
4	120	4.9%
9	59	2.4%
7	50	2.0%
6	48	2.0%

Dash Punctuation

Value	Count	Frequency (%)
-	17	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2465	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	589	23.9%
0	462	18.7%
3	432	17.5%
8	333	13.5%
5	191	7.7%
2	164	6.7%
4	120	4.9%
9	59	2.4%
7	50	2.0%
6	48	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2465	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	589	23.9%
0	462	18.7%
3	432	17.5%
8	333	13.5%
5	191	7.7%
2	164	6.7%
4	120	4.9%
9	59	2.4%
7	50	2.0%
6	48	1.9%

지번주소
Text

Distinct	395
Distinct (%)	96.8%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

Length

Max length	54
Median length	39
Mean length	23.504902
Min length	17

Characters and Unicode

Total characters	9590
Distinct characters	223
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	382 ?
Unique (%)	93.6%

Sample

1st row	서울특별시 성동구 성수동2가 642-2 (지상1층,지하1층)
2nd row	서울특별시 중구 주교동 271-10
3rd row	서울특별시 금천구 가산동 567-13
4th row	서울특별시 관악구 남현동 1057-10
5th row	서울특별시 성동구 성수동2가 277-40 센츄리프라자101호 지상1층

Value	Count	Frequency (%)
서울특별시	407	22.0%
중구	123	6.6%
성동구	87	4.7%
성수동2가	60	3.2%
금천구	38	2.1%
영등포구	29	1.6%
1층	22	1.2%
구로구	20	1.1%
가산동	20	1.1%
지하1층	18	1.0%
Other values (647)	1026	55.5%

Most occurring characters

Value	Count	Frequency (%)
	1822	19.0%
동	491	5.1%
1	486	5.1%
구	439	4.6%
서	427	4.5%
시	414	4.3%
특	407	4.2%
별	407	4.2%
울	407	4.2%
2	388	4.0%
Other values (213)	3902	40.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	5154	53.7%
Decimal Number	2125	22.2%
Space Separator	1822	19.0%
Dash Punctuation	374	3.9%
Close Punctuation	42	0.4%
Open Punctuation	42	0.4%
Other Punctuation	16	0.2%
Uppercase Letter	11	0.1%
Math Symbol	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	491	9.5%
구	439	8.5%
서	427	8.3%
시	414	8.0%
특	407	7.9%
별	407	7.9%
울	407	7.9%
가	211	4.1%
성	181	3.5%
중	135	2.6%
Other values (188)	1635	31.7%

Decimal Number

Value	Count	Frequency (%)
1	486	22.9%
2	388	18.3%
3	242	11.4%
7	181	8.5%
5	173	8.1%
4	172	8.1%
0	139	6.5%
6	126	5.9%
9	117	5.5%
8	101	4.8%

Uppercase Letter

Value	Count	Frequency (%)
B	6	54.5%
A	2	18.2%
S	1	9.1%
D	1	9.1%
K	1	9.1%

Other Punctuation

Value	Count	Frequency (%)
,	13	81.2%
.	2	12.5%
/	1	6.2%

Close Punctuation

Value	Count	Frequency (%)
)	32	76.2%
]	10	23.8%

Open Punctuation

Value	Count	Frequency (%)
(	32	76.2%
[	10	23.8%

Space Separator

Value	Count	Frequency (%)
	1822	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	374	100.0%

Math Symbol

Value	Count	Frequency (%)
~	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	5154	53.7%
Common	4425	46.1%
Latin	11	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	491	9.5%
구	439	8.5%
서	427	8.3%
시	414	8.0%
특	407	7.9%
별	407	7.9%
울	407	7.9%
가	211	4.1%
성	181	3.5%
중	135	2.6%
Other values (188)	1635	31.7%

Common

Value	Count	Frequency (%)
	1822	41.2%
1	486	11.0%
2	388	8.8%
-	374	8.5%
3	242	5.5%
7	181	4.1%
5	173	3.9%
4	172	3.9%
0	139	3.1%
6	126	2.8%
Other values (10)	322	7.3%

Latin

Value	Count	Frequency (%)
B	6	54.5%
A	2	18.2%
S	1	9.1%
D	1	9.1%
K	1	9.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	5154	53.7%
ASCII	4436	46.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1822	41.1%
1	486	11.0%
2	388	8.7%
-	374	8.4%
3	242	5.5%
7	181	4.1%
5	173	3.9%
4	172	3.9%
0	139	3.1%
6	126	2.8%
Other values (15)	333	7.5%

Hangul

Value	Count	Frequency (%)
동	491	9.5%
구	439	8.5%
서	427	8.3%
시	414	8.0%
특	407	7.9%
별	407	7.9%
울	407	7.9%
가	211	4.1%
성	181	3.5%
중	135	2.6%
Other values (188)	1635	31.7%

도로명주소
Text

MISSING

Distinct	149
Distinct (%)	99.3%
Missing	258
Missing (%)	63.2%
Memory size	3.3 KiB

Length

Max length	63
Median length	47
Mean length	32.92
Min length	23

Characters and Unicode

Total characters	4938
Distinct characters	217
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	148 ?
Unique (%)	98.7%

Sample

1st row	서울특별시 성동구 둘레길 111-1 (성수동2가,(지상1층,지하1층))
2nd row	서울특별시 중구 을지로27가길 12-3, 지하,1층,2층 (주교동)
3rd row	서울특별시 금천구 서부샛길 314 (가산동)
4th row	서울특별시 관악구 남현2길 10 (남현동)
5th row	서울특별시 성동구 성수이로24길 38, 지상1층 101호 (성수동2가, 277-40, 센츄리프라자)

Value	Count	Frequency (%)
서울특별시	150	16.5%
중구	53	5.8%
성동구	32	3.5%
1층	21	2.3%
성수동2가	16	1.8%
금천구	14	1.5%
지하1층	14	1.5%
구로구	9	1.0%
영등포구	7	0.8%
3층	7	0.8%
Other values (418)	586	64.5%

Most occurring characters

Value	Count	Frequency (%)
	759	15.4%
1	256	5.2%
동	193	3.9%
구	165	3.3%
서	164	3.3%
로	162	3.3%
)	160	3.2%
(	160	3.2%
시	154	3.1%
울	150	3.0%
Other values (207)	2615	53.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2772	56.1%
Decimal Number	878	17.8%
Space Separator	759	15.4%
Close Punctuation	166	3.4%
Open Punctuation	166	3.4%
Other Punctuation	147	3.0%
Dash Punctuation	39	0.8%
Uppercase Letter	9	0.2%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	193	7.0%
구	165	6.0%
서	164	5.9%
로	162	5.8%
시	154	5.6%
울	150	5.4%
별	150	5.4%
특	150	5.4%
길	122	4.4%
가	104	3.8%
Other values (182)	1258	45.4%

Decimal Number

Value	Count	Frequency (%)
1	256	29.2%
2	134	15.3%
3	107	12.2%
0	80	9.1%
4	74	8.4%
5	69	7.9%
7	49	5.6%
6	41	4.7%
9	37	4.2%
8	31	3.5%

Uppercase Letter

Value	Count	Frequency (%)
B	5	55.6%
K	1	11.1%
S	1	11.1%
D	1	11.1%
A	1	11.1%

Other Punctuation

Value	Count	Frequency (%)
,	145	98.6%
.	1	0.7%
/	1	0.7%

Close Punctuation

Value	Count	Frequency (%)
)	160	96.4%
]	6	3.6%

Open Punctuation

Value	Count	Frequency (%)
(	160	96.4%
[	6	3.6%

Space Separator

Value	Count	Frequency (%)
	759	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	39	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2772	56.1%
Common	2157	43.7%
Latin	9	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	193	7.0%
구	165	6.0%
서	164	5.9%
로	162	5.8%
시	154	5.6%
울	150	5.4%
별	150	5.4%
특	150	5.4%
길	122	4.4%
가	104	3.8%
Other values (182)	1258	45.4%

Common

Value	Count	Frequency (%)
	759	35.2%
1	256	11.9%
)	160	7.4%
(	160	7.4%
,	145	6.7%
2	134	6.2%
3	107	5.0%
0	80	3.7%
4	74	3.4%
5	69	3.2%
Other values (10)	213	9.9%

Latin

Value	Count	Frequency (%)
B	5	55.6%
K	1	11.1%
S	1	11.1%
D	1	11.1%
A	1	11.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2772	56.1%
ASCII	2166	43.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	759	35.0%
1	256	11.8%
)	160	7.4%
(	160	7.4%
,	145	6.7%
2	134	6.2%
3	107	4.9%
0	80	3.7%
4	74	3.4%
5	69	3.2%
Other values (15)	222	10.2%

Hangul

Value	Count	Frequency (%)
동	193	7.0%
구	165	6.0%
서	164	5.9%
로	162	5.8%
시	154	5.6%
울	150	5.4%
별	150	5.4%
특	150	5.4%
길	122	4.4%
가	104	3.8%
Other values (182)	1258	45.4%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	93
Distinct (%)	64.1%
Missing	263
Missing (%)	64.5%
Infinite	0
Infinite (%)	0.0%
Mean	5507.3103

Minimum	2066
Maximum	8805
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	2066
5-th percentile	3790.2
Q1	4560
median	4783
Q3	6724
95-th percentile	8592
Maximum	8805
Range	6739
Interquartile range (IQR)	2164

Descriptive statistics

Standard deviation	1650.6229
Coefficient of variation (CV)	0.29971489
Kurtosis	-0.37861212
Mean	5507.3103
Median Absolute Deviation (MAD)	236
Skewness	0.76331547
Sum	798560
Variance	2724556
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4547	8	2.0%
4561	6	1.5%
4546	5	1.2%
4790	4	1.0%
4559	4	1.0%
4787	4	1.0%
4793	3	0.7%
4799	3	0.7%
8592	3	0.7%
4616	3	0.7%
Other values (83)	102	25.0%
(Missing)	263	64.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2066	1	0.2%
2144	1	0.2%
2478	1	0.2%
2535	2	0.5%
3123	1	0.2%
3477	1	0.2%
3661	1	0.2%
4307	1	0.2%
4332	1	0.2%
4361	1	0.2%

Value	Count	Frequency (%)
8805	1	0.2%
8769	1	0.2%
8710	1	0.2%
8594	3	0.7%
8592	3	0.7%
8589	1	0.2%
8584	1	0.2%
8583	1	0.2%
8525	2	0.5%
8519	1	0.2%

사업장명
Text

Distinct	386
Distinct (%)	94.6%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

Length

Max length	18
Median length	12
Mean length	5.877451
Min length	2

Characters and Unicode

Total characters	2398
Distinct characters	257
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	369 ?
Unique (%)	90.4%

Sample

1st row	명성프라스틱
2nd row	자성팩 주식회사
3rd row	(주)삼양패키징 구로공장
4th row	하나그린팩 주식회사
5th row	지앤에스상사

Value	Count	Frequency (%)
주식회사	13	3.0%
신영화학	4	0.9%
천일화학	3	0.7%
주)유평프라스틱	3	0.7%
영진인쇄사	3	0.7%
고려상사	2	0.5%
주)남도피앤피	2	0.5%
우진앤플래닛(주	2	0.5%
일신공업사	2	0.5%
유라시아	2	0.5%
Other values (384)	392	91.6%

Most occurring characters

Value	Count	Frequency (%)
주	125	5.2%
)	114	4.8%
(	114	4.8%
업	89	3.7%
사	83	3.5%
화	65	2.7%
산	62	2.6%
성	47	2.0%
장	45	1.9%
인	43	1.8%
Other values (247)	1611	67.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2111	88.0%
Close Punctuation	114	4.8%
Open Punctuation	114	4.8%
Uppercase Letter	21	0.9%
Space Separator	20	0.8%
Lowercase Letter	12	0.5%
Dash Punctuation	4	0.2%
Other Punctuation	2	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	125	5.9%
업	89	4.2%
사	83	3.9%
화	65	3.1%
산	62	2.9%
성	47	2.2%
장	45	2.1%
인	43	2.0%
포	41	1.9%
학	41	1.9%
Other values (223)	1470	69.6%

Uppercase Letter

Value	Count	Frequency (%)
P	4	19.0%
T	3	14.3%
N	2	9.5%
S	2	9.5%
G	2	9.5%
A	2	9.5%
C	2	9.5%
K	2	9.5%
E	1	4.8%
Q	1	4.8%

Lowercase Letter

Value	Count	Frequency (%)
s	2	16.7%
r	2	16.7%
e	2	16.7%
p	1	8.3%
a	1	8.3%
w	1	8.3%
o	1	8.3%
h	1	8.3%
c	1	8.3%

Close Punctuation

Value	Count	Frequency (%)
)	114	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	114	100.0%

Space Separator

Value	Count	Frequency (%)
	20	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2111	88.0%
Common	254	10.6%
Latin	33	1.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	125	5.9%
업	89	4.2%
사	83	3.9%
화	65	3.1%
산	62	2.9%
성	47	2.2%
장	45	2.1%
인	43	2.0%
포	41	1.9%
학	41	1.9%
Other values (223)	1470	69.6%

Latin

Value	Count	Frequency (%)
P	4	12.1%
T	3	9.1%
N	2	6.1%
S	2	6.1%
s	2	6.1%
G	2	6.1%
r	2	6.1%
A	2	6.1%
C	2	6.1%
K	2	6.1%
Other values (9)	10	30.3%

Common

Value	Count	Frequency (%)
)	114	44.9%
(	114	44.9%
	20	7.9%
-	4	1.6%
.	2	0.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2111	88.0%
ASCII	287	12.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	125	5.9%
업	89	4.2%
사	83	3.9%
화	65	3.1%
산	62	2.9%
성	47	2.2%
장	45	2.1%
인	43	2.0%
포	41	1.9%
학	41	1.9%
Other values (223)	1470	69.6%

ASCII

Value	Count	Frequency (%)
)	114	39.7%
(	114	39.7%
	20	7.0%
P	4	1.4%
-	4	1.4%
T	3	1.0%
.	2	0.7%
N	2	0.7%
S	2	0.7%
s	2	0.7%
Other values (14)	20	7.0%

최종수정일자
Date

Distinct	328
Distinct (%)	80.4%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

Minimum	1999-03-08 00:00:00
Maximum	2024-04-30 15:38:24

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

I	353
U	55

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	U
3rd row	U
4th row	U
5th row	U

Common Values

Value	Count	Frequency (%)
I	353	86.5%
U	55	13.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	353	86.5%
u	55	13.5%

데이터갱신일자
Date

Distinct	66
Distinct (%)	16.2%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-05 00:02:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

용기.포장지제조업	408

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	용기.포장지제조업
2nd row	용기.포장지제조업
3rd row	용기.포장지제조업
4th row	용기.포장지제조업
5th row	용기.포장지제조업

Common Values

Value	Count	Frequency (%)
용기.포장지제조업	408	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
용기.포장지제조업	408	100.0%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	337
Distinct (%)	90.6%
Missing	36
Missing (%)	8.8%
Infinite	0
Infinite (%)	0.0%
Mean	198950.71

Minimum	183692.42
Maximum	212886.98
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	183692.42
5-th percentile	187979.2
Q1	191529.68
median	200197.12
Q3	204624.41
95-th percentile	207692.63
Maximum	212886.98
Range	29194.561
Interquartile range (IQR)	13094.723

Descriptive statistics

Standard deviation	6693.539
Coefficient of variation (CV)	0.033644208
Kurtosis	-0.88499238
Mean	198950.71
Median Absolute Deviation (MAD)	4758.7204
Skewness	-0.37923658
Sum	74009663
Variance	44803464
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
200015.499568016	4	1.0%
205760.51132646	3	0.7%
205285.668276206	3	0.7%
190471.011035762	2	0.5%
199901.978387699	2	0.5%
200647.774323698	2	0.5%
200348.954118619	2	0.5%
200407.451666029	2	0.5%
190219.781497483	2	0.5%
190153.128546656	2	0.5%
Other values (327)	348	85.3%
(Missing)	36	8.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
183692.420729574	1	0.2%
184102.782470646	1	0.2%
184340.69299204	1	0.2%
184561.039903667	1	0.2%
184597.421722087	1	0.2%
185673.799087354	1	0.2%
185820.338980086	1	0.2%
186017.971604028	1	0.2%
186028.85499401	1	0.2%
186147.347710304	1	0.2%

Value	Count	Frequency (%)
212886.98211449	1	0.2%
212653.953120326	1	0.2%
212455.130492113	1	0.2%
212070.378640083	1	0.2%
211808.976265118	1	0.2%
211264.551907172	1	0.2%
211226.672687787	1	0.2%
211061.484677738	1	0.2%
211053.931337893	2	0.5%
209707.794148793	1	0.2%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	337
Distinct (%)	90.6%
Missing	36
Missing (%)	8.8%
Infinite	0
Infinite (%)	0.0%
Mean	448759.26

Minimum	438587.97
Maximum	462589.62
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	438587.97
5-th percentile	441052.03
Q1	447016.21
median	449372.77
Q3	451356.63
95-th percentile	453956.06
Maximum	462589.62
Range	24001.646
Interquartile range (IQR)	4340.4194

Descriptive statistics

Standard deviation	4115.4197
Coefficient of variation (CV)	0.0091706624
Kurtosis	0.28576123
Mean	448759.26
Median Absolute Deviation (MAD)	2077.7619
Skewness	-0.34728813
Sum	1.6693844 × 10⁸
Variance	16936679
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
451485.349952584	4	1.0%
452366.451406107	3	0.7%
449135.382261814	3	0.7%
441054.073460679	2	0.5%
451537.747525964	2	0.5%
451185.016104119	2	0.5%
451424.609805236	2	0.5%
451499.111021702	2	0.5%
447191.540758246	2	0.5%
448779.57454276	2	0.5%
Other values (327)	348	85.3%
(Missing)	36	8.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
438587.971010721	1	0.2%
439005.878692812	1	0.2%
440401.86132155	1	0.2%
440512.820199234	1	0.2%
440562.258137266	1	0.2%
440588.586890064	1	0.2%
440609.342128829	1	0.2%
440654.863022242	2	0.5%
440657.674206814	1	0.2%
440696.477654521	1	0.2%

Value	Count	Frequency (%)
462589.616940213	1	0.2%
461006.732041768	1	0.2%
460648.083303072	1	0.2%
460120.077910892	1	0.2%
458094.500344148	1	0.2%
458083.99392738	1	0.2%
457212.459056281	1	0.2%
456955.326843341	1	0.2%
456885.882471005	1	0.2%
456605.134081598	1	0.2%

위생업태명
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

용기.포장지제조업	386
<NA>	22

Length

Max length	9
Median length	9
Mean length	8.7303922
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 (%)
용기.포장지제조업	386	94.6%
<NA>	22	5.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
용기.포장지제조업	386	94.6%
na	22	5.4%

남성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	4.2%
Missing	219
Missing (%)	53.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.35978836

Minimum	0
Maximum	13
Zeros	169
Zeros (%)	41.4%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2.6
Maximum	13
Range	13
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.4283125
Coefficient of variation (CV)	3.9698685
Kurtosis	43.869586
Mean	0.35978836
Median Absolute Deviation (MAD)	0
Skewness	6.0427364
Sum	68
Variance	2.0400766
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	169	41.4%
2	6	1.5%
3	5	1.2%
1	4	1.0%
5	2	0.5%
10	1	0.2%
13	1	0.2%
4	1	0.2%
(Missing)	219	53.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	169	41.4%
1	4	1.0%
2	6	1.5%
3	5	1.2%
4	1	0.2%
5	2	0.5%
10	1	0.2%
13	1	0.2%

Value	Count	Frequency (%)
13	1	0.2%
10	1	0.2%
5	2	0.5%
4	1	0.2%
3	5	1.2%
2	6	1.5%
1	4	1.0%
0	169	41.4%

여성종사자수
Categorical

Distinct	4
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	221
0	174
1	9
2	4

Length

Max length	4
Median length	4
Mean length	2.625
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>	221	54.2%
0	174	42.6%
1	9	2.2%
2	4	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	221	54.2%
0	174	42.6%
1	9	2.2%
2	4	1.0%

영업장주변구분명
Categorical

Distinct	3
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	283
기타	94
주택가주변	31

Length

Max length	5
Median length	4
Mean length	3.6151961
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>	283	69.4%
기타	94	23.0%
주택가주변	31	7.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	283	69.4%
기타	94	23.0%
주택가주변	31	7.6%

등급구분명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	283
기타	82
자율	37
관리	3
을	2

Length

Max length	4
Median length	4
Mean length	3.3823529
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>	283	69.4%
기타	82	20.1%
자율	37	9.1%
관리	3	0.7%
을	2	0.5%
우수	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	283	69.4%
기타	82	20.1%
자율	37	9.1%
관리	3	0.7%
을	2	0.5%
우수	1	0.2%

급수시설구분명
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	290
상수도전용	118

Length

Max length	5
Median length	4
Mean length	4.2892157
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	290	71.1%
상수도전용	118	28.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	290	71.1%
상수도전용	118	28.9%

총인원
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	259
0	149

Length

Max length	4
Median length	4
Mean length	2.9044118
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>	259	63.5%
0	149	36.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	259	63.5%
0	149	36.5%

본사종업원수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

0	258
<NA>	146
6	1
14	1
4	1

Length

Max length	4
Median length	1
Mean length	2.0759804
Min length	1

Unique

Unique	4 ?
Unique (%)	1.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	258	63.2%
<NA>	146	35.8%
6	1	0.2%
14	1	0.2%
4	1	0.2%
5	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	258	63.2%
na	146	35.8%
6	1	0.2%
14	1	0.2%
4	1	0.2%
5	1	0.2%

공장사무직종업원수
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

0	260
<NA>	148

Length

Max length	4
Median length	1
Mean length	2.0882353
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 (%)
0	260	63.7%
<NA>	148	36.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	260	63.7%
na	148	36.3%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

0	256
<NA>	148
1	2
5	1
4	1

Length

Max length	4
Median length	1
Mean length	2.0882353
Min length	1

Unique

Unique	2 ?
Unique (%)	0.5%

Sample

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

Common Values

Value	Count	Frequency (%)
0	256	62.7%
<NA>	148	36.3%
1	2	0.5%
5	1	0.2%
4	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	256	62.7%
na	148	36.3%
1	2	0.5%
5	1	0.2%
4	1	0.2%

공장생산직종업원수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

0	254
<NA>	147
2	5
3	1
1	1

Length

Max length	4
Median length	1
Mean length	2.0808824
Min length	1

Unique

Unique	2 ?
Unique (%)	0.5%

Sample

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

Common Values

Value	Count	Frequency (%)
0	254	62.3%
<NA>	147	36.0%
2	5	1.2%
3	1	0.2%
1	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	254	62.3%
na	147	36.0%
2	5	1.2%
3	1	0.2%
1	1	0.2%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	308
임대	52
자가	48

Length

Max length	4
Median length	4
Mean length	3.5098039
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>	308	75.5%
임대	52	12.7%
자가	48	11.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	308	75.5%
임대	52	12.7%
자가	48	11.8%

보증액
Categorical

Distinct	4
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	248
0	158
18000000	1
21000000	1

Length

Max length	8
Median length	4
Mean length	2.8578431
Min length	1

Unique

Unique	2 ?
Unique (%)	0.5%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	248	60.8%
0	158	38.7%
18000000	1	0.2%
21000000	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	248	60.8%
0	158	38.7%
18000000	1	0.2%
21000000	1	0.2%

월세액
Categorical

Distinct	4
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	248
0	158
2000000	1
2400000	1

Length

Max length	7
Median length	4
Mean length	2.8529412
Min length	1

Unique

Unique	2 ?
Unique (%)	0.5%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	248	60.8%
0	158	38.7%
2000000	1	0.2%
2400000	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	248	60.8%
0	158	38.7%
2000000	1	0.2%
2400000	1	0.2%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.3%
Missing	22
Missing (%)	5.4%
Memory size	948.0 B

False	386
(Missing)	22

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	386	94.6%
(Missing)	22	5.4%

시설총규모
Real number (ℝ)

MISSING ZEROS

Distinct	23
Distinct (%)	6.0%
Missing	22
Missing (%)	5.4%
Infinite	0
Infinite (%)	0.0%
Mean	8.6368912

Minimum	0
Maximum	781.52
Zeros	364
Zeros (%)	89.2%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	12.9975
Maximum	781.52
Range	781.52
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	59.603832
Coefficient of variation (CV)	6.9010748
Kurtosis	107.35003
Mean	8.6368912
Median Absolute Deviation (MAD)	0
Skewness	9.783773
Sum	3333.84
Variance	3552.6168
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0.0	364	89.2%
60.0	1	0.2%
49.55	1	0.2%
85.68	1	0.2%
110.0	1	0.2%
186.09	1	0.2%
336.55	1	0.2%
20.0	1	0.2%
20.58	1	0.2%
14.0	1	0.2%
Other values (13)	13	3.2%
(Missing)	22	5.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	364	89.2%
4.65	1	0.2%
9.99	1	0.2%
14.0	1	0.2%
20.0	1	0.2%
20.58	1	0.2%
28.76	1	0.2%
29.7	1	0.2%
42.0	1	0.2%
49.55	1	0.2%

Value	Count	Frequency (%)
781.52	1	0.2%
615.9	1	0.2%
386.97	1	0.2%
336.55	1	0.2%
208.5	1	0.2%
186.09	1	0.2%
147.68	1	0.2%
110.0	1	0.2%
85.68	1	0.2%
85.0	1	0.2%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	408
Missing (%)	100.0%
Memory size	3.7 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	408
Missing (%)	100.0%
Memory size	3.7 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	408
Missing (%)	100.0%
Memory size	3.7 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	3030000	3030000-118-2006-00001	2006-02-24	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0002 4622747	<NA>	133-829	서울특별시 성동구 성수동2가 642-2 (지상1층,지하1층)	서울특별시 성동구 둘레길 111-1 (성수동2가,(지상1층,지하1층))	4776	명성프라스틱	2023-03-16 12:56:05	U	2022-12-02 23:08:00.0	용기.포장지제조업	204866.358789	448063.969545	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	3010000	3010000-118-2021-00002	2021-03-03	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	070 41181477	124.58	100-330	서울특별시 중구 주교동 271-10	서울특별시 중구 을지로27가길 12-3, 지하,1층,2층 (주교동)	4546	자성팩 주식회사	2023-03-28 12:00:44	U	2022-12-02 21:00:00.0	용기.포장지제조업	199921.717022	451715.90816	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2	3170000	3170000-118-2014-00004	2014-09-24	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 863 2846	345.00	153-803	서울특별시 금천구 가산동 567-13	서울특별시 금천구 서부샛길 314 (가산동)	8594	(주)삼양패키징 구로공장	2023-04-18 15:39:44	U	2022-12-03 22:00:00.0	용기.포장지제조업	189768.794532	440654.863022	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3	3200000	3200000-118-1992-00014	1992-05-08	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 5253448	68.70	151-800	서울특별시 관악구 남현동 1057-10	서울특별시 관악구 남현2길 10 (남현동)	8805	하나그린팩 주식회사	2023-07-11 11:11:26	U	2022-12-06 23:03:00.0	용기.포장지제조업	197875.305644	441537.551023	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4	3030000	3030000-118-2008-00001	2008-05-30	<NA>	3	폐업	2	폐업	2023-12-06	<NA>	<NA>	<NA>	02 4970668	40.32	133-832	서울특별시 성동구 성수동2가 277-40 센츄리프라자101호 지상1층	서울특별시 성동구 성수이로24길 38, 지상1층 101호 (성수동2가, 277-40, 센츄리프라자)	4798	지앤에스상사	2023-12-06 10:49:39	U	2022-11-02 00:08:00.0	용기.포장지제조업	205422.77256	449084.126946	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5	3020000	3020000-118-2003-00001	2003-07-04	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 7164838	39.60	140-869	서울특별시 용산구 청파동1가 56	서울특별시 용산구 청파로47나길 101, 1층 102호 (청파동1가)	4307	삼림피앤피	2023-12-27 13:20:12	U	2022-11-01 22:09:00.0	용기.포장지제조업	197170.680258	449650.1503	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	3040000	3040000-118-2011-00001	2011-07-19	<NA>	3	폐업	2	폐업	2024-04-09	<NA>	<NA>	<NA>	0222451442	33.00	143-904	서울특별시 광진구 중곡동 252-10 지하1층	서울특별시 광진구 동일로 356, 지하1층 (중곡동)	4916	(주)푸드앤솝	2024-04-09 15:22:43	U	2023-12-03 23:01:00.0	용기.포장지제조업	206636.627473	451151.736448	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7	3220000	3220000-118-2023-00001	2023-12-29	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	70.06	135-200	서울특별시 강남구 자곡동 649	서울특별시 강남구 자곡로 174-10, 4층 408호 (자곡동)	6373	주식회사 티케이디앤피	2023-12-29 14:23:18	I	2022-11-01 21:01:00.0	용기.포장지제조업	209038.198427	441163.795721	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8	3010000	3010000-118-2003-00002	2003-05-26	<NA>	3	폐업	2	폐업	2024-01-22	<NA>	<NA>	<NA>	<NA>	101.75	100-411	서울특별시 중구 광희동1가 127 호 2층	서울특별시 중구 을지로42길 11-4 (광희동1가,호 2층)	4561	명문화학	2024-01-22 13:54:21	U	2023-11-30 22:04:00.0	용기.포장지제조업	200458.389882	451473.518057	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9	3230000	3230000-118-2021-00001	2021-03-26	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 4070101	123.76	138-807	서울특별시 송파구 가락동 127-6 구담	서울특별시 송파구 송이로27길 7, 지하1층 101호 (가락동, 구담)	5827	대풍	2024-02-28 15:31:18	U	2023-12-03 00:01:00.0	용기.포장지제조업	211053.931338	443479.875248	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	위생업태명	남성종사자수	여성종사자수	영업장주변구분명	등급구분명	급수시설구분명	총인원	본사종업원수	공장사무직종업원수	공장판매직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지
398	3240000	3240000-118-1990-00467	19900306	<NA>	3	폐업	2	폐업	20001213	<NA>	<NA>	<NA>	02 4790887	68.84	134810	서울특별시 강동구 길동 329-16	<NA>	<NA>	국제그라비아(주)	2002-06-06 00:00:00	I	2018-08-31 23:59:59.0	용기.포장지제조업	212886.982114	448902.433489	용기.포장지제조업	0	0	주택가주변	을	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
399	3240000	3240000-118-1999-00555	19990602	<NA>	3	폐업	2	폐업	20000711	<NA>	<NA>	<NA>	02 4757077	97.94	134845	서울특별시 강동구 성내동 417-2	<NA>	<NA>	(주)영진양행	2000-07-11 00:00:00	I	2018-08-31 23:59:59.0	용기.포장지제조업	211808.976265	447454.571282	용기.포장지제조업	0	0	기타	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
400	3240000	3240000-118-2001-01162	20011112	<NA>	3	폐업	2	폐업	20050803	<NA>	<NA>	<NA>	02 4772858	67.00	134811	서울특별시 강동구 길동 348-3	<NA>	<NA>	은진하이텍(주)	2001-11-12 00:00:00	I	2018-08-31 23:59:59.0	용기.포장지제조업	212455.130492	448730.679231	용기.포장지제조업	<NA>	<NA>	주택가주변	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
401	3240000	3240000-118-1995-00468	19950722	<NA>	3	폐업	2	폐업	19960731	<NA>	<NA>	<NA>	02 4880549	42.69	134851	서울특별시 강동구 성내동 563-0	<NA>	<NA>	거성화학	2002-06-06 00:00:00	I	2018-08-31 23:59:59.0	용기.포장지제조업	211061.484678	447291.651505	용기.포장지제조업	<NA>	<NA>	주택가주변	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
402	3010000	3010000-118-2019-00002	20190614	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	79.14	100281	서울특별시 중구 인현동1가 101-2	서울특별시 중구 을지로18길 46-7, 2층 (인현동1가)	4549	(주)유진애드프린팅	2022-06-03 15:12:05	U	2021-12-06 00:08:00.0	용기.포장지제조업	199476.706956	451453.068848	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
403	3170000	3170000-118-2018-00001	20180327	<NA>	3	폐업	2	폐업	20220609	<NA>	<NA>	<NA>	02 851 5427	119.61	153813	서울특별시 금천구 독산동 291-1 현대지식산업센터	서울특별시 금천구 두산로 70, 현대지식산업센터 A동 705호 (독산동)	8584	(주)한양패키지	2022-06-09 10:30:20	U	2021-12-05 23:01:00.0	용기.포장지제조업	190694.880295	440764.426278	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
404	3010000	3010000-118-2022-00001	20221104	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	23.00	100281	서울특별시 중구 인현동1가 124-2	서울특별시 중구 마른내로4가길 16-8, 3층 (인현동1가)	4556	한솔피엔피	2022-11-04 14:41:31	I	2021-11-01 00:06:00.0	용기.포장지제조업	199421.760522	451265.397543	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
405	3030000	3030000-118-2012-00001	20121031	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 467 6620	96.00	133822	서울특별시 성동구 성수동1가 13-109 지하1층	서울특별시 성동구 상원10길 8-1, 지하1층 (성수동1가, 13-109)	4790	(주)한성리본	2022-12-09 15:04:42	U	2021-11-01 23:01:00.0	용기.포장지제조업	204254.997862	449669.670317	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
406	3240000	3240000-118-2021-00001	20210209	<NA>	3	폐업	2	폐업	20230120	<NA>	<NA>	<NA>	02 22771239	92.73	134843	서울특별시 강동구 성내동 380-15	서울특별시 강동구 양재대로103길 7, 지하1층 (성내동)	5375	장수실리콘	2023-01-20 11:31:13	U	2022-11-30 22:02:00.0	용기.포장지제조업	212070.37864	447845.77025	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
407	3030000	3030000-118-2015-00004	2015-12-04	<NA>	3	폐업	2	폐업	2023-04-20	<NA>	<NA>	<NA>	02462 4500	88.45	133-834	서울특별시 성동구 성수동2가 300-4	서울특별시 성동구 아차산로 103, 504호 (성수동2가, 영동테크노타워)	4794	우정베이크웨어(주)	2023-04-20 13:46:07	U	2022-12-03 22:03:00.0	용기.포장지제조업	204859.957619	449199.388104	<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

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

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

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Other Punctuation

Close Punctuation

Open Punctuation

Space Separator

Dash Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul