gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	6485
Missing cells	60309
Missing cells (%)	21.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.3 MiB
Average record size in memory	376.0 B

Variable types

Categorical	22
Text	6
DateTime	4
Unsupported	7
Numeric	4
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	노원구
URL	https://data.seoul.go.kr/dataList/OA-18437/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`업태구분명` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`영업상태코드` is highly imbalanced (51.7%)	Imbalance
`영업상태명` is highly imbalanced (51.7%)	Imbalance
`상세영업상태코드` is highly imbalanced (51.7%)	Imbalance
`상세영업상태명` is highly imbalanced (51.7%)	Imbalance
`남성종사자수` is highly imbalanced (84.6%)	Imbalance
`여성종사자수` is highly imbalanced (82.9%)	Imbalance
`영업장주변구분명` is highly imbalanced (90.8%)	Imbalance
`등급구분명` is highly imbalanced (91.3%)	Imbalance
`급수시설구분명` is highly imbalanced (75.9%)	Imbalance
`총인원` is highly imbalanced (74.2%)	Imbalance
`공장판매직종업원수` is highly imbalanced (64.2%)	Imbalance
`공장생산직종업원수` is highly imbalanced (55.5%)	Imbalance
`시설총규모` is highly imbalanced (76.9%)	Imbalance
`인허가취소일자` has 6485 (100.0%) missing values	Missing
`폐업일자` has 677 (10.4%) missing values	Missing
`휴업시작일자` has 6485 (100.0%) missing values	Missing
`휴업종료일자` has 6485 (100.0%) missing values	Missing
`재개업일자` has 6485 (100.0%) missing values	Missing
`전화번호` has 4062 (62.6%) missing values	Missing
`소재지면적` has 4438 (68.4%) missing values	Missing
`소재지우편번호` has 165 (2.5%) missing values	Missing
`지번주소` has 165 (2.5%) missing values	Missing
`도로명주소` has 2138 (33.0%) missing values	Missing
`도로명우편번호` has 2175 (33.5%) missing values	Missing
`좌표정보(X)` has 88 (1.4%) missing values	Missing
`좌표정보(Y)` has 88 (1.4%) missing values	Missing
`다중이용업소여부` has 918 (14.2%) missing values	Missing
`전통업소지정번호` has 6485 (100.0%) missing values	Missing
`전통업소주된음식` has 6485 (100.0%) missing values	Missing
`홈페이지` has 6485 (100.0%) missing values	Missing
`도로명우편번호` is highly skewed (γ1 = 46.18642152)	Skewed
`좌표정보(X)` is highly skewed (γ1 = 58.40745854)	Skewed
`좌표정보(Y)` is highly skewed (γ1 = -47.67480984)	Skewed
`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
`소재지면적` has 198 (3.1%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 06:36:26.060750
Analysis finished	2024-05-11 06:36:28.394563
Duration	2.33 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

3100000	6485

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3100000
2nd row	3100000
3rd row	3100000
4th row	3100000
5th row	3100000

Common Values

Value	Count	Frequency (%)
3100000	6485	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3100000	6485	100.0%

관리번호
Text

UNIQUE

Distinct	6485
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

Length

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

Characters and Unicode

Total characters	142670
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	6485 ?
Unique (%)	100.0%

Sample

1st row	3100000-107-1972-00001
2nd row	3100000-107-1972-00002
3rd row	3100000-107-1972-00003
4th row	3100000-107-1973-00001
5th row	3100000-107-1975-00001

Value	Count	Frequency (%)
3100000-107-1972-00001	1	< 0.1%
3100000-107-2018-00581	1	< 0.1%
3100000-107-2018-00603	1	< 0.1%
3100000-107-2018-00602	1	< 0.1%
3100000-107-2018-00601	1	< 0.1%
3100000-107-2018-00600	1	< 0.1%
3100000-107-2018-00599	1	< 0.1%
3100000-107-2018-00598	1	< 0.1%
3100000-107-2018-00597	1	< 0.1%
3100000-107-2018-00596	1	< 0.1%
Other values (6475)	6475	99.8%

Most occurring characters

Value	Count	Frequency (%)
0	64607	45.3%
1	19909	14.0%
-	19455	13.6%
2	10624	7.4%
3	9001	6.3%
7	8565	6.0%
9	2720	1.9%
8	2247	1.6%
4	1977	1.4%
5	1803	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	123215	86.4%
Dash Punctuation	19455	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	64607	52.4%
1	19909	16.2%
2	10624	8.6%
3	9001	7.3%
7	8565	7.0%
9	2720	2.2%
8	2247	1.8%
4	1977	1.6%
5	1803	1.5%
6	1762	1.4%

Dash Punctuation

Value	Count	Frequency (%)
-	19455	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	142670	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	64607	45.3%
1	19909	14.0%
-	19455	13.6%
2	10624	7.4%
3	9001	6.3%
7	8565	6.0%
9	2720	1.9%
8	2247	1.6%
4	1977	1.4%
5	1803	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	142670	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	64607	45.3%
1	19909	14.0%
-	19455	13.6%
2	10624	7.4%
3	9001	6.3%
7	8565	6.0%
9	2720	1.9%
8	2247	1.6%
4	1977	1.4%
5	1803	1.3%

인허가일자
Date

Distinct	3656
Distinct (%)	56.4%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

Minimum	1972-04-12 00:00:00
Maximum	2024-05-08 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	6485
Missing (%)	100.0%
Memory size	57.1 KiB

영업상태코드
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

3	5808
1	677

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	5808	89.6%
1	677	10.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	5808	89.6%
1	677	10.4%

영업상태명
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

폐업	5808
영업/정상	677

Length

Max length	5
Median length	2
Mean length	2.3131843
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	5808	89.6%
영업/정상	677	10.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	5808	89.6%
영업/정상	677	10.4%

상세영업상태코드
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

2	5808
1	677

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	5808	89.6%
1	677	10.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	5808	89.6%
1	677	10.4%

상세영업상태명
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

폐업	5808
영업	677

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	5808	89.6%
영업	677	10.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	5808	89.6%
영업	677	10.4%

폐업일자
Date

MISSING

Distinct	3312
Distinct (%)	57.0%
Missing	677
Missing (%)	10.4%
Memory size	50.8 KiB

Minimum	1997-01-24 00:00:00
Maximum	2024-05-08 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	6485
Missing (%)	100.0%
Memory size	57.1 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	6485
Missing (%)	100.0%
Memory size	57.1 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	6485
Missing (%)	100.0%
Memory size	57.1 KiB

전화번호
Text

MISSING

Distinct	1486
Distinct (%)	61.3%
Missing	4062
Missing (%)	62.6%
Memory size	50.8 KiB

Length

Max length	12
Median length	11
Mean length	10.836566
Min length	2

Characters and Unicode

Total characters	26257
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	1234 ?
Unique (%)	50.9%

Sample

1st row	02 9388038
2nd row	02 9361174
3rd row	02 9363019
4th row	02 9367040
5th row	02 9366041

Value	Count	Frequency (%)
02	1267	24.9%
031	418	8.2%
070	59	1.2%
032	57	1.1%
07043009589	45	0.9%
055	42	0.8%
042	33	0.6%
062	33	0.6%
936	29	0.6%
4358	26	0.5%
Other values (1634)	3084	60.6%

Most occurring characters

Value	Count	Frequency (%)
0	4533	17.3%
2	3621	13.8%
	3196	12.2%
9	2623	10.0%
3	2598	9.9%
1	2116	8.1%
5	1751	6.7%
7	1615	6.2%
8	1560	5.9%
4	1468	5.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	23061	87.8%
Space Separator	3196	12.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4533	19.7%
2	3621	15.7%
9	2623	11.4%
3	2598	11.3%
1	2116	9.2%
5	1751	7.6%
7	1615	7.0%
8	1560	6.8%
4	1468	6.4%
6	1176	5.1%

Space Separator

Value	Count	Frequency (%)
	3196	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	26257	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4533	17.3%
2	3621	13.8%
	3196	12.2%
9	2623	10.0%
3	2598	9.9%
1	2116	8.1%
5	1751	6.7%
7	1615	6.2%
8	1560	5.9%
4	1468	5.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	26257	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4533	17.3%
2	3621	13.8%
	3196	12.2%
9	2623	10.0%
3	2598	9.9%
1	2116	8.1%
5	1751	6.7%
7	1615	6.2%
8	1560	5.9%
4	1468	5.6%

소재지면적
Real number (ℝ)

MISSING ZEROS

Distinct	596
Distinct (%)	29.1%
Missing	4438
Missing (%)	68.4%
Infinite	0
Infinite (%)	0.0%
Mean	16.241705

Minimum	0
Maximum	312
Zeros	198
Zeros (%)	3.1%
Negative	0
Negative (%)	0.0%
Memory size	57.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3.6
median	9.77
Q3	23
95-th percentile	47.191
Maximum	312
Range	312
Interquartile range (IQR)	19.4

Descriptive statistics

Standard deviation	22.325848
Coefficient of variation (CV)	1.3746
Kurtosis	42.148681
Mean	16.241705
Median Absolute Deviation (MAD)	6.77
Skewness	4.9948297
Sum	33246.77
Variance	498.44351
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	198	3.1%
3.3	146	2.3%
6.0	104	1.6%
6.6	97	1.5%
10.0	85	1.3%
5.0	75	1.2%
3.0	62	1.0%
4.0	43	0.7%
9.9	41	0.6%
33.0	32	0.5%
Other values (586)	1164	17.9%
(Missing)	4438	68.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	198	3.1%
0.3	1	< 0.1%
0.61	1	< 0.1%
0.85	1	< 0.1%
0.9	1	< 0.1%
0.96	1	< 0.1%
1.0	19	0.3%
1.05	1	< 0.1%
1.09	1	< 0.1%
1.14	1	< 0.1%

Value	Count	Frequency (%)
312.0	1	< 0.1%
295.85	1	< 0.1%
223.1	1	< 0.1%
199.32	1	< 0.1%
192.0	1	< 0.1%
173.66	1	< 0.1%
169.71	1	< 0.1%
168.75	1	< 0.1%
155.82	1	< 0.1%
143.41	1	< 0.1%

소재지우편번호
Text

MISSING

Distinct	159
Distinct (%)	2.5%
Missing	165
Missing (%)	2.5%
Memory size	50.8 KiB

Length

Max length	7
Median length	6
Mean length	6.089557
Min length	6

Characters and Unicode

Total characters	38486
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	29 ?
Unique (%)	0.5%

Sample

1st row	139810
2nd row	139810
3rd row	139810
4th row	139818
5th row	139810

Value	Count	Frequency (%)
139708	608	9.6%
139200	408	6.5%
139842	383	6.1%
139865	379	6.0%
139050	344	5.4%
139220	265	4.2%
139826	251	4.0%
139926	236	3.7%
139822	233	3.7%
139712	199	3.1%
Other values (149)	3014	47.7%

Most occurring characters

Value	Count	Frequency (%)
1	7158	18.6%
9	7051	18.3%
3	7017	18.2%
8	4036	10.5%
0	3969	10.3%
2	3628	9.4%
6	1504	3.9%
7	1489	3.9%
5	1056	2.7%
4	1012	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	37920	98.5%
Dash Punctuation	566	1.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	7158	18.9%
9	7051	18.6%
3	7017	18.5%
8	4036	10.6%
0	3969	10.5%
2	3628	9.6%
6	1504	4.0%
7	1489	3.9%
5	1056	2.8%
4	1012	2.7%

Dash Punctuation

Value	Count	Frequency (%)
-	566	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	38486	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	7158	18.6%
9	7051	18.3%
3	7017	18.2%
8	4036	10.5%
0	3969	10.3%
2	3628	9.4%
6	1504	3.9%
7	1489	3.9%
5	1056	2.7%
4	1012	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	38486	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	7158	18.6%
9	7051	18.3%
3	7017	18.2%
8	4036	10.5%
0	3969	10.3%
2	3628	9.4%
6	1504	3.9%
7	1489	3.9%
5	1056	2.7%
4	1012	2.6%

지번주소
Text

MISSING

Distinct	2098
Distinct (%)	33.2%
Missing	165
Missing (%)	2.5%
Memory size	50.8 KiB

Length

Max length	54
Median length	44
Mean length	24.721994
Min length	17

Characters and Unicode

Total characters	156243
Distinct characters	317
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	1742 ?
Unique (%)	27.6%

Sample

1st row	서울특별시 노원구 상계동 95-3
2nd row	서울특별시 노원구 상계동 95-3
3rd row	서울특별시 노원구 상계동 95-3
4th row	서울특별시 노원구 상계동 389-234
5th row	서울특별시 노원구 상계동 101-37

Value	Count	Frequency (%)
서울특별시	6318	19.9%
노원구	6317	19.9%
상계동	2518	7.9%
중계동	1811	5.7%
월계동	1021	3.2%
713	1011	3.2%
333-1	746	2.4%
롯데백화점	692	2.2%
하계동	500	1.6%
지하1층	496	1.6%
Other values (1974)	10308	32.5%

Most occurring characters

Value	Count	Frequency (%)
	30664	19.6%
계	6780	4.3%
동	6549	4.2%
울	6463	4.1%
원	6398	4.1%
구	6397	4.1%
노	6378	4.1%
시	6339	4.1%
서	6326	4.0%
특	6318	4.0%
Other values (307)	67631	43.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	94672	60.6%
Space Separator	30664	19.6%
Decimal Number	26746	17.1%
Dash Punctuation	3148	2.0%
Uppercase Letter	272	0.2%
Open Punctuation	261	0.2%
Close Punctuation	261	0.2%
Other Punctuation	204	0.1%
Lowercase Letter	15	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
계	6780	7.2%
동	6549	6.9%
울	6463	6.8%
원	6398	6.8%
구	6397	6.8%
노	6378	6.7%
시	6339	6.7%
서	6326	6.7%
특	6318	6.7%
별	6318	6.7%
Other values (279)	30406	32.1%

Decimal Number

Value	Count	Frequency (%)
1	6287	23.5%
3	4824	18.0%
2	2394	9.0%
5	2217	8.3%
7	2069	7.7%
0	2063	7.7%
4	1847	6.9%
6	1817	6.8%
9	1699	6.4%
8	1529	5.7%

Uppercase Letter

Value	Count	Frequency (%)
G	99	36.4%
S	94	34.6%
B	57	21.0%
A	11	4.0%
L	6	2.2%
N	2	0.7%
D	2	0.7%
K	1	0.4%

Other Punctuation

Value	Count	Frequency (%)
,	125	61.3%
@	76	37.3%
.	2	1.0%
/	1	0.5%

Lowercase Letter

Value	Count	Frequency (%)
s	8	53.3%
g	7	46.7%

Space Separator

Value	Count	Frequency (%)
	30664	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3148	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	261	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	261	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	94672	60.6%
Common	61284	39.2%
Latin	287	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
계	6780	7.2%
동	6549	6.9%
울	6463	6.8%
원	6398	6.8%
구	6397	6.8%
노	6378	6.7%
시	6339	6.7%
서	6326	6.7%
특	6318	6.7%
별	6318	6.7%
Other values (279)	30406	32.1%

Common

Value	Count	Frequency (%)
	30664	50.0%
1	6287	10.3%
3	4824	7.9%
-	3148	5.1%
2	2394	3.9%
5	2217	3.6%
7	2069	3.4%
0	2063	3.4%
4	1847	3.0%
6	1817	3.0%
Other values (8)	3954	6.5%

Latin

Value	Count	Frequency (%)
G	99	34.5%
S	94	32.8%
B	57	19.9%
A	11	3.8%
s	8	2.8%
g	7	2.4%
L	6	2.1%
N	2	0.7%
D	2	0.7%
K	1	0.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	94672	60.6%
ASCII	61571	39.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	30664	49.8%
1	6287	10.2%
3	4824	7.8%
-	3148	5.1%
2	2394	3.9%
5	2217	3.6%
7	2069	3.4%
0	2063	3.4%
4	1847	3.0%
6	1817	3.0%
Other values (18)	4241	6.9%

Hangul

Value	Count	Frequency (%)
계	6780	7.2%
동	6549	6.9%
울	6463	6.8%
원	6398	6.8%
구	6397	6.8%
노	6378	6.7%
시	6339	6.7%
서	6326	6.7%
특	6318	6.7%
별	6318	6.7%
Other values (279)	30406	32.1%

도로명주소
Text

MISSING

Distinct	1995
Distinct (%)	45.9%
Missing	2138
Missing (%)	33.0%
Memory size	50.8 KiB

Length

Max length	75
Median length	62
Mean length	36.00253
Min length	21

Characters and Unicode

Total characters	156503
Distinct characters	326
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	1673 ?
Unique (%)	38.5%

Sample

1st row	서울특별시 노원구 덕릉로115길 3, 1층 (상계동)
2nd row	서울특별시 노원구 석계로11길 14 (월계동, 지상1층)
3rd row	서울특별시 노원구 공릉로34길 14 (공릉동)
4th row	서울특별시 노원구 석계로7길 7 (월계동)
5th row	서울특별시 노원구 동일로180길 40, 1층 (공릉동)

Value	Count	Frequency (%)
서울특별시	4345	14.3%
노원구	4344	14.3%
상계동	1756	5.8%
동일로	1277	4.2%
중계동	1065	3.5%
1층	965	3.2%
월계동	826	2.7%
지하1층	800	2.6%
1414	777	2.6%
롯데백화점	727	2.4%
Other values (1720)	13436	44.3%

Most occurring characters

Value	Count	Frequency (%)
	25989	16.6%
1	7472	4.8%
동	6676	4.3%
계	5729	3.7%
원	4909	3.1%
노	4900	3.1%
,	4791	3.1%
로	4494	2.9%
울	4477	2.9%
)	4471	2.9%
Other values (316)	82595	52.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	94484	60.4%
Space Separator	25989	16.6%
Decimal Number	21643	13.8%
Other Punctuation	4800	3.1%
Close Punctuation	4471	2.9%
Open Punctuation	4471	2.9%
Uppercase Letter	320	0.2%
Dash Punctuation	279	0.2%
Lowercase Letter	39	< 0.1%
Math Symbol	7	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	6676	7.1%
계	5729	6.1%
원	4909	5.2%
노	4900	5.2%
로	4494	4.8%
울	4477	4.7%
구	4392	4.6%
시	4374	4.6%
서	4353	4.6%
별	4345	4.6%
Other values (286)	45835	48.5%

Decimal Number

Value	Count	Frequency (%)
1	7472	34.5%
4	2970	13.7%
3	2481	11.5%
2	2325	10.7%
0	1774	8.2%
5	1567	7.2%
7	1054	4.9%
8	733	3.4%
6	731	3.4%
9	536	2.5%

Uppercase Letter

Value	Count	Frequency (%)
S	108	33.8%
G	107	33.4%
B	84	26.2%
A	15	4.7%
D	2	0.6%
I	1	0.3%
K	1	0.3%
C	1	0.3%
L	1	0.3%

Other Punctuation

Value	Count	Frequency (%)
,	4791	99.8%
@	7	0.1%
.	2	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
g	19	48.7%
s	19	48.7%
b	1	2.6%

Space Separator

Value	Count	Frequency (%)
	25989	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4471	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4471	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	279	100.0%

Math Symbol

Value	Count	Frequency (%)
~	7	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	94484	60.4%
Common	61660	39.4%
Latin	359	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	6676	7.1%
계	5729	6.1%
원	4909	5.2%
노	4900	5.2%
로	4494	4.8%
울	4477	4.7%
구	4392	4.6%
시	4374	4.6%
서	4353	4.6%
별	4345	4.6%
Other values (286)	45835	48.5%

Common

Value	Count	Frequency (%)
	25989	42.1%
1	7472	12.1%
,	4791	7.8%
)	4471	7.3%
(	4471	7.3%
4	2970	4.8%
3	2481	4.0%
2	2325	3.8%
0	1774	2.9%
5	1567	2.5%
Other values (8)	3349	5.4%

Latin

Value	Count	Frequency (%)
S	108	30.1%
G	107	29.8%
B	84	23.4%
g	19	5.3%
s	19	5.3%
A	15	4.2%
D	2	0.6%
I	1	0.3%
b	1	0.3%
K	1	0.3%
Other values (2)	2	0.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	94484	60.4%
ASCII	62019	39.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	25989	41.9%
1	7472	12.0%
,	4791	7.7%
)	4471	7.2%
(	4471	7.2%
4	2970	4.8%
3	2481	4.0%
2	2325	3.7%
0	1774	2.9%
5	1567	2.5%
Other values (20)	3708	6.0%

Hangul

Value	Count	Frequency (%)
동	6676	7.1%
계	5729	6.1%
원	4909	5.2%
노	4900	5.2%
로	4494	4.8%
울	4477	4.7%
구	4392	4.6%
시	4374	4.6%
서	4353	4.6%
별	4345	4.6%
Other values (286)	45835	48.5%

도로명우편번호
Real number (ℝ)

MISSING SKEWED

Distinct	221
Distinct (%)	5.1%
Missing	2175
Missing (%)	33.5%
Infinite	0
Infinite (%)	0.0%
Mean	1784.0842

Minimum	1600
Maximum	52683
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.1 KiB

Quantile statistics

Minimum	1600
5-th percentile	1634.45
Q1	1695
median	1746
Q3	1827
95-th percentile	1906
Maximum	52683
Range	51083
Interquartile range (IQR)	132

Descriptive statistics

Standard deviation	1036.3054
Coefficient of variation (CV)	0.58086127
Kurtosis	2156.3987
Mean	1784.0842
Median Absolute Deviation (MAD)	51
Skewness	46.186422
Sum	7689403
Variance	1073928.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1695	779	12.0%
1906	635	9.8%
1783	418	6.4%
1784	263	4.1%
1746	244	3.8%
1674	191	2.9%
1678	156	2.4%
1760	82	1.3%
1827	80	1.2%
1726	75	1.2%
Other values (211)	1387	21.4%
(Missing)	2175	33.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1600	2	< 0.1%
1601	1	< 0.1%
1603	1	< 0.1%
1604	5	0.1%
1606	11	0.2%
1607	2	< 0.1%
1608	9	0.1%
1609	4	0.1%
1610	3	< 0.1%
1611	5	0.1%

Value	Count	Frequency (%)
52683	1	< 0.1%
46519	1	< 0.1%
2555	1	< 0.1%
1914	5	0.1%
1913	43	0.7%
1911	3	< 0.1%
1910	1	< 0.1%
1909	37	0.6%
1906	635	9.8%
1905	2	< 0.1%

사업장명
Text

Distinct	3385
Distinct (%)	52.2%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

Length

Max length	26
Median length	23
Mean length	6.8232845
Min length	1

Characters and Unicode

Total characters	44249
Distinct characters	751
Distinct categories	11 ?
Distinct scripts	4 ?
Distinct blocks	3 ?

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

Unique

Unique	2599 ?
Unique (%)	40.1%

Sample

1st row	서울기름집
2nd row	충남기름집
3rd row	상주기름집
4th row	중앙기름집
5th row	한일기름집

Value	Count	Frequency (%)
주식회사	376	4.8%
마켓인	69	0.9%
주)인네이처	67	0.9%
주)행복생활건강	46	0.6%
주)명류당티에프	41	0.5%
농업회사법인	41	0.5%
월드푸드	40	0.5%
다우	40	0.5%
신한성식품	38	0.5%
남도장터(주	32	0.4%
Other values (3578)	7020	89.9%

Most occurring characters

Value	Count	Frequency (%)
주	2356	5.3%
)	2015	4.6%
(	1998	4.5%
	1327	3.0%
식	1021	2.3%
한	961	2.2%
드	854	1.9%
이	828	1.9%
사	791	1.8%
산	759	1.7%
Other values (741)	31339	70.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	37584	84.9%
Close Punctuation	2015	4.6%
Open Punctuation	1998	4.5%
Space Separator	1327	3.0%
Dash Punctuation	542	1.2%
Lowercase Letter	294	0.7%
Uppercase Letter	276	0.6%
Other Punctuation	115	0.3%
Decimal Number	95	0.2%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	2356	6.3%
식	1021	2.7%
한	961	2.6%
드	854	2.3%
이	828	2.2%
사	791	2.1%
산	759	2.0%
시	705	1.9%
푸	699	1.9%
회	622	1.7%
Other values (673)	27988	74.5%

Lowercase Letter

Value	Count	Frequency (%)
e	42	14.3%
o	23	7.8%
a	23	7.8%
t	20	6.8%
n	20	6.8%
h	20	6.8%
m	20	6.8%
r	15	5.1%
l	14	4.8%
s	13	4.4%
Other values (14)	84	28.6%

Uppercase Letter

Value	Count	Frequency (%)
H	45	16.3%
D	32	11.6%
S	28	10.1%
M	27	9.8%
L	12	4.3%
O	12	4.3%
G	12	4.3%
K	12	4.3%
N	11	4.0%
F	10	3.6%
Other values (12)	75	27.2%

Decimal Number

Value	Count	Frequency (%)
1	28	29.5%
2	22	23.2%
5	7	7.4%
3	7	7.4%
7	6	6.3%
8	6	6.3%
4	5	5.3%
0	5	5.3%
9	5	5.3%
6	4	4.2%

Other Punctuation

Value	Count	Frequency (%)
&	74	64.3%
.	22	19.1%
,	9	7.8%
?	7	6.1%
'	3	2.6%

Math Symbol

Value	Count	Frequency (%)
>	1	50.0%
<	1	50.0%

Close Punctuation

Value	Count	Frequency (%)
)	2015	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1998	100.0%

Space Separator

Value	Count	Frequency (%)
	1327	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	542	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	37581	84.9%
Common	6095	13.8%
Latin	570	1.3%
Han	3	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	2356	6.3%
식	1021	2.7%
한	961	2.6%
드	854	2.3%
이	828	2.2%
사	791	2.1%
산	759	2.0%
시	705	1.9%
푸	699	1.9%
회	622	1.7%
Other values (671)	27985	74.5%

Latin

Value	Count	Frequency (%)
H	45	7.9%
e	42	7.4%
D	32	5.6%
S	28	4.9%
M	27	4.7%
o	23	4.0%
a	23	4.0%
t	20	3.5%
n	20	3.5%
h	20	3.5%
Other values (36)	290	50.9%

Common

Value	Count	Frequency (%)
)	2015	33.1%
(	1998	32.8%
	1327	21.8%
-	542	8.9%
&	74	1.2%
1	28	0.5%
2	22	0.4%
.	22	0.4%
,	9	0.1%
5	7	0.1%
Other values (12)	51	0.8%

Han

Value	Count	Frequency (%)
米	2	66.7%
愛	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	37581	84.9%
ASCII	6665	15.1%
CJK	3	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	2356	6.3%
식	1021	2.7%
한	961	2.6%
드	854	2.3%
이	828	2.2%
사	791	2.1%
산	759	2.0%
시	705	1.9%
푸	699	1.9%
회	622	1.7%
Other values (671)	27985	74.5%

ASCII

Value	Count	Frequency (%)
)	2015	30.2%
(	1998	30.0%
	1327	19.9%
-	542	8.1%
&	74	1.1%
H	45	0.7%
e	42	0.6%
D	32	0.5%
1	28	0.4%
S	28	0.4%
Other values (58)	534	8.0%

CJK

Value	Count	Frequency (%)
米	2	66.7%
愛	1	33.3%

최종수정일자
Date

Distinct	4424
Distinct (%)	68.2%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

Minimum	1999-06-12 00:00:00
Maximum	2024-05-09 04:15:09

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

I	4035
U	2450

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	4035	62.2%
U	2450	37.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	4035	62.2%
u	2450	37.8%

데이터갱신일자
Date

Distinct	1316
Distinct (%)	20.3%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-05 00:09:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

즉석판매제조가공업	6485

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
즉석판매제조가공업	6485	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
즉석판매제조가공업	6485	100.0%

좌표정보(X)
Real number (ℝ)

MISSING SKEWED

Distinct	872
Distinct (%)	13.6%
Missing	88
Missing (%)	1.4%
Infinite	0
Infinite (%)	0.0%
Mean	205842.88

Minimum	203721.87
Maximum	382983.92
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.1 KiB

Quantile statistics

Minimum	203721.87
5-th percentile	204985.15
Q1	205320.28
median	205715.54
Q3	206132.43
95-th percentile	207062.47
Maximum	382983.92
Range	179262.05
Interquartile range (IQR)	812.14773

Descriptive statistics

Standard deviation	2572.0538
Coefficient of variation (CV)	0.012495228
Kurtosis	3781.4493
Mean	205842.88
Median Absolute Deviation (MAD)	395.25417
Skewness	58.407459
Sum	1.3167769 × 10⁹
Variance	6615460.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
205320.28476675	1021	15.7%
205391.070378059	780	12.0%
205985.953324881	435	6.7%
205994.811815848	389	6.0%
205715.538939251	345	5.3%
206132.432496938	262	4.0%
206204.445134058	259	4.0%
205931.05327036	248	3.8%
205039.222100248	228	3.5%
207311.175792021	88	1.4%
Other values (862)	2342	36.1%
(Missing)	88	1.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
203721.865206618	1	< 0.1%
203809.293429767	1	< 0.1%
203839.989956111	2	< 0.1%
203904.660962669	1	< 0.1%
203920.396022963	1	< 0.1%
203920.549325193	1	< 0.1%
204081.282117393	1	< 0.1%
204325.989587591	6	0.1%
204360.413814457	4	0.1%
204415.700533907	1	< 0.1%

Value	Count	Frequency (%)
382983.91775577	1	< 0.1%
298496.244248698	1	< 0.1%
209221.923150049	1	< 0.1%
208582.845949263	1	< 0.1%
208223.756335908	1	< 0.1%
208149.544920696	1	< 0.1%
207892.695157902	1	< 0.1%
207831.44934045	1	< 0.1%
207827.752843377	1	< 0.1%
207577.515810212	18	0.3%

좌표정보(Y)
Real number (ℝ)

MISSING SKEWED

Distinct	872
Distinct (%)	13.6%
Missing	88
Missing (%)	1.4%
Infinite	0
Infinite (%)	0.0%
Mean	460321.36

Minimum	189144.04
Maximum	465253.15
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.1 KiB

Quantile statistics

Minimum	189144.04
5-th percentile	457784.82
Q1	459266.57
median	460516.39
Q3	461419.88
95-th percentile	462654.89
Maximum	465253.15
Range	276109.11
Interquartile range (IQR)	2153.3113

Descriptive statistics

Standard deviation	5009.7934
Coefficient of variation (CV)	0.010883252
Kurtosis	2546.3202
Mean	460321.36
Median Absolute Deviation (MAD)	1013.7465
Skewness	-47.67481
Sum	2.9446758 × 10⁹
Variance	25098029
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
461419.881795004	1021	15.7%
458333.989216339	780	12.0%
459730.43776924	435	6.7%
459502.645279682	389	6.0%
462416.211580109	345	5.3%
460549.311157153	262	4.0%
460466.440748874	259	4.0%
459884.197207567	248	3.8%
462624.307076651	228	3.5%
457610.711998051	88	1.4%
Other values (862)	2342	36.1%
(Missing)	88	1.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
189144.044742335	1	< 0.1%
196375.470354374	1	< 0.1%
453187.395154017	1	< 0.1%
456990.07335337	1	< 0.1%
457003.886641127	2	< 0.1%
457032.61474419	1	< 0.1%
457052.24147811	1	< 0.1%
457062.152187862	1	< 0.1%
457074.394607107	1	< 0.1%
457091.210036301	1	< 0.1%

Value	Count	Frequency (%)
465253.152004	1	< 0.1%
465103.755134816	2	< 0.1%
464995.722147154	1	< 0.1%
464356.527197506	1	< 0.1%
464346.663669239	2	< 0.1%
464208.305428933	1	< 0.1%
464199.048415229	3	< 0.1%
464080.593904719	5	0.1%
464047.73248518	1	< 0.1%
464044.481993	1	< 0.1%

위생업태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

즉석판매제조가공업	5567
<NA>	918

Length

Max length	9
Median length	9
Mean length	8.2922128
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
즉석판매제조가공업	5567	85.8%
<NA>	918	14.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
즉석판매제조가공업	5567	85.8%
na	918	14.2%

남성종사자수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

<NA>	6101
0	344
1	33
2	6
3	1

Length

Max length	4
Median length	4
Mean length	3.8223593
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6101	94.1%
0	344	5.3%
1	33	0.5%
2	6	0.1%
3	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6101	94.1%
0	344	5.3%
1	33	0.5%
2	6	0.1%
3	1	< 0.1%

여성종사자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

<NA>	6114
0	341
1	28
2	2

Length

Max length	4
Median length	4
Mean length	3.8283732
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>	6114	94.3%
0	341	5.3%
1	28	0.4%
2	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6114	94.3%
0	341	5.3%
1	28	0.4%
2	2	< 0.1%

영업장주변구분명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

<NA>	6317
아파트지역	83
주택가주변	49
기타	33
유흥업소밀집지역	3

Length

Max length	8
Median length	4
Mean length	4.0120278
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>	6317	97.4%
아파트지역	83	1.3%
주택가주변	49	0.8%
기타	33	0.5%
유흥업소밀집지역	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6317	97.4%
아파트지역	83	1.3%
주택가주변	49	0.8%
기타	33	0.5%
유흥업소밀집지역	3	< 0.1%

등급구분명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

<NA>	6317
기타	124
갑	27
자율	16
우수	1

Length

Max length	4
Median length	4
Mean length	3.9440247
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6317	97.4%
기타	124	1.9%
갑	27	0.4%
자율	16	0.2%
우수	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6317	97.4%
기타	124	1.9%
갑	27	0.4%
자율	16	0.2%
우수	1	< 0.1%

급수시설구분명
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

<NA>	6228
상수도전용	257

Length

Max length	5
Median length	4
Mean length	4.0396299
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>	6228	96.0%
상수도전용	257	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6228	96.0%
상수도전용	257	4.0%

총인원
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

<NA>	6203
0	282

Length

Max length	4
Median length	4
Mean length	3.8695451
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>	6203	95.7%
0	282	4.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6203	95.7%
0	282	4.3%

본사종업원수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

<NA>	4817
0	1668

Length

Max length	4
Median length	4
Mean length	3.2283732
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4817	74.3%
0	1668	25.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4817	74.3%
0	1668	25.7%

공장사무직종업원수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

<NA>	4817
0	1668

Length

Max length	4
Median length	4
Mean length	3.2283732
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4817	74.3%
0	1668	25.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4817	74.3%
0	1668	25.7%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

<NA>	4746
0	1658
1	50
2	29
4	1

Length

Max length	4
Median length	4
Mean length	3.1955281
Min length	1

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4746	73.2%
0	1658	25.6%
1	50	0.8%
2	29	0.4%
4	1	< 0.1%
3	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4746	73.2%
0	1658	25.6%
1	50	0.8%
2	29	0.4%
4	1	< 0.1%
3	1	< 0.1%

공장생산직종업원수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

<NA>	4772
0	1660
1	46
2	7

Length

Max length	4
Median length	4
Mean length	3.2075559
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4772	73.6%
0	1660	25.6%
1	46	0.7%
2	7	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4772	73.6%
0	1660	25.6%
1	46	0.7%
2	7	0.1%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

<NA>	4284
자가	1757
임대	444

Length

Max length	4
Median length	4
Mean length	3.3212028
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>	4284	66.1%
자가	1757	27.1%
임대	444	6.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4284	66.1%
자가	1757	27.1%
임대	444	6.8%

보증액
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

<NA>	5246
0	1239

Length

Max length	4
Median length	4
Mean length	3.4268311
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>	5246	80.9%
0	1239	19.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5246	80.9%
0	1239	19.1%

월세액
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

<NA>	5246
0	1239

Length

Max length	4
Median length	4
Mean length	3.4268311
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>	5246	80.9%
0	1239	19.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5246	80.9%
0	1239	19.1%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	918
Missing (%)	14.2%
Memory size	12.8 KiB

False	5567
(Missing)	918

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	5567	85.8%
(Missing)	918	14.2%

시설총규모
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.8 KiB

0.0	5563
<NA>	918
11.0	1
6.0	1
3.3	1

Length

Max length	4
Median length	3
Mean length	3.1418658
Min length	3

Unique

Unique	4 ?
Unique (%)	0.1%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	5563	85.8%
<NA>	918	14.2%
11.0	1	< 0.1%
6.0	1	< 0.1%
3.3	1	< 0.1%
22.0	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	5563	85.8%
na	918	14.2%
11.0	1	< 0.1%
6.0	1	< 0.1%
3.3	1	< 0.1%
22.0	1	< 0.1%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	6485
Missing (%)	100.0%
Memory size	57.1 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	6485
Missing (%)	100.0%
Memory size	57.1 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	6485
Missing (%)	100.0%
Memory size	57.1 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	3100000	3100000-107-1972-00001	19720412	<NA>	3	폐업	2	폐업	19990329	<NA>	<NA>	<NA>	02 9388038	<NA>	139810	서울특별시 노원구 상계동 95-3	<NA>	<NA>	서울기름집	2001-11-12 00:00:00	I	2018-08-31 23:59:59.0	즉석판매제조가공업	206799.020098	462509.638446	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
1	3100000	3100000-107-1972-00002	19720412	<NA>	3	폐업	2	폐업	20061122	<NA>	<NA>	<NA>	02 9361174	<NA>	139810	서울특별시 노원구 상계동 95-3	<NA>	<NA>	충남기름집	2001-11-12 00:00:00	I	2018-08-31 23:59:59.0	즉석판매제조가공업	206799.020098	462509.638446	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
2	3100000	3100000-107-1972-00003	19720413	<NA>	3	폐업	2	폐업	20120322	<NA>	<NA>	<NA>	02 9363019	<NA>	139810	서울특별시 노원구 상계동 95-3	<NA>	<NA>	상주기름집	2001-11-12 00:00:00	I	2018-08-31 23:59:59.0	즉석판매제조가공업	206799.020098	462509.638446	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
3	3100000	3100000-107-1973-00001	19731019	<NA>	3	폐업	2	폐업	20060418	<NA>	<NA>	<NA>	02 9367040	<NA>	139818	서울특별시 노원구 상계동 389-234	<NA>	<NA>	중앙기름집	2001-11-12 00:00:00	I	2018-08-31 23:59:59.0	즉석판매제조가공업	<NA>	<NA>	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
4	3100000	3100000-107-1975-00001	19750904	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 9366041	40.0	139810	서울특별시 노원구 상계동 101-37	서울특별시 노원구 덕릉로115길 3, 1층 (상계동)	1640	한일기름집	2017-08-07 10:04:34	I	2018-08-31 23:59:59.0	즉석판매제조가공업	206794.713591	462685.175055	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
5	3100000	3100000-107-1977-00001	19771102	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 9053885	27.35	139841	서울특별시 노원구 월계동 74-8 지상1층	서울특별시 노원구 석계로11길 14 (월계동, 지상1층)	1901	인덕기름집	2016-05-13 11:12:10	I	2018-08-31 23:59:59.0	즉석판매제조가공업	205538.013584	457266.392183	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
6	3100000	3100000-107-1977-00002	19771111	<NA>	3	폐업	2	폐업	20060206	<NA>	<NA>	<NA>	<NA>	<NA>	139838	서울특별시 노원구 상계동 1205	<NA>	<NA>	노원	2002-01-18 00:00:00	I	2018-08-31 23:59:59.0	즉석판매제조가공업	204849.169789	464995.722147	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
7	3100000	3100000-107-1978-00001	19780407	<NA>	3	폐업	2	폐업	19970429	<NA>	<NA>	<NA>	02 9362486	<NA>	139809	서울특별시 노원구 상계동 49-3	<NA>	<NA>	제일기름집	2001-11-12 00:00:00	I	2018-08-31 23:59:59.0	즉석판매제조가공업	207297.771717	463238.582456	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
8	3100000	3100000-107-1981-00001	1981-04-21	<NA>	3	폐업	2	폐업	2023-11-13	<NA>	<NA>	<NA>	02 9769480	<NA>	139-800	서울특별시 노원구 공릉동 240-20	서울특별시 노원구 공릉로34길 14 (공릉동)	1824	충남기름집	2023-11-13 11:32:39	U	2022-10-31 23:05:00.0	즉석판매제조가공업	206992.993644	457796.651105	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9	3100000	3100000-107-1981-00002	19810618	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 9433393	<NA>	139841	서울특별시 노원구 월계동 68-64	서울특별시 노원구 석계로7길 7 (월계동)	1902	상신	2004-08-12 00:00:00	I	2018-08-31 23:59:59.0	즉석판매제조가공업	205575.790053	457134.729724	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<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
6475	3100000	3100000-107-2024-00108	2024-04-30	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	139-926	서울특별시 노원구 중계동 509-2 홈플러스	서울특별시 노원구 동일로204가길 12, 홈플러스 (중계동)	1783	주식회사 씨엔 줄리앙와플	2024-04-30 16:11:24	I	2023-12-05 00:02:00.0	즉석판매제조가공업	205985.953325	459730.437769	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6476	3100000	3100000-107-2024-00109	2024-04-30	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	139-708	서울특별시 노원구 상계동 713 롯데백화점	서울특별시 노원구 동일로 1414, 롯데백화점 지하1층 식품관호 (상계동)	1695	우진유통	2024-04-30 16:50:23	I	2023-12-05 00:02:00.0	즉석판매제조가공업	205320.284767	461419.881795	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6477	3100000	3100000-107-2024-00110	2024-04-30	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	139-920	서울특별시 노원구 중계동 361 롯데마트	서울특별시 노원구 노원로 330, 롯데마트 (중계동)	1746	주식회사 현승에프앤디	2024-04-30 17:00:07	I	2023-12-05 00:02:00.0	즉석판매제조가공업	206204.445134	460466.440749	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6478	3100000	3100000-107-2024-00111	2024-05-01	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	139-050	서울특별시 노원구 월계동 333-1	서울특별시 노원구 마들로3길 17, 1층 (월계동)	1906	제우스에프앤비	2024-05-01 17:38:26	I	2023-12-05 00:03:00.0	즉석판매제조가공업	205391.070378	458333.989216	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6479	3100000	3100000-107-2024-00112	2024-05-02	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	139-800	서울특별시 노원구 공릉동 89-1 대덕프라자	서울특별시 노원구 노원로1길 67, 1층 이마트에브리데이 공릉동점호 (공릉동)	1827	티제이푸드	2024-05-02 10:37:35	I	2023-12-05 00:04:00.0	즉석판매제조가공업	207311.175792	457610.711998	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6480	3100000	3100000-107-2024-00113	2024-05-03	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 33998092	3.3	139-726	서울특별시 노원구 중계동 509 2001아울렛 일부호	서울특별시 노원구 동일로204가길 46, 2001아울렛 지하1층 일부호 (중계동)	1783	킴스클럽 중계점	2024-05-03 13:27:01	I	2023-12-05 00:05:00.0	즉석판매제조가공업	205931.05327	459884.197208	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6481	3100000	3100000-107-2024-00114	2024-05-07	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	032 519 8264	<NA>	139-708	서울특별시 노원구 상계동 713 롯데백화점	서울특별시 노원구 동일로 1414, 롯데백화점 지하1층 식품행사장호 (상계동)	1695	농업회사법인 주식회사 두영에프앤디	2024-05-07 10:39:04	I	2023-12-05 00:09:00.0	즉석판매제조가공업	205320.284767	461419.881795	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6482	3100000	3100000-107-2024-00115	2024-05-07	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	139-240	서울특별시 노원구 공릉동 389-9 화랑빌딩	서울특별시 노원구 동일로192길 63, 인근 행사장호 (공릉동)	1841	트위그 페스츄리(twig pastry)	2024-05-07 11:37:49	I	2023-12-05 00:09:00.0	즉석판매제조가공업	206659.512758	458320.51828	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6483	3100000	3100000-107-2024-00116	2024-05-08	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	139-810	서울특별시 노원구 상계동 76-22 성우빌딩	서울특별시 노원구 덕릉로 822, 성우빌딩 5층 일부호 (상계동)	1644	백두산천지인	2024-05-08 15:03:02	I	2023-12-04 23:00:00.0	즉석판매제조가공업	207084.290989	463046.677775	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6484	3100000	3100000-107-2024-00117	2024-05-08	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	139-240	서울특별시 노원구 공릉동 389-9 화랑빌딩	서울특별시 노원구 동일로192길 63, 인근 축제장 (공릉동)	1841	하오청	2024-05-08 17:27:31	I	2023-12-04 23:00:00.0	즉석판매제조가공업	206659.512758	458320.51828	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

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

Lowercase Letter

Space Separator

Dash 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

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Other Punctuation

Lowercase Letter

Space Separator