gimi9 Pandas Profiling

Dataset statistics

Number of variables	30
Number of observations	4122
Missing cells	39831
Missing cells (%)	32.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1014.5 KiB
Average record size in memory	252.0 B

Variable types

Numeric	6
DateTime	5
Unsupported	5
Categorical	7
Text	7

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),업소구분명,소재지,지정일자,신청일자,항목값1
Author	서울특별시
URL	https://data.seoul.go.kr/dataList/OA-16126/S/1/datasetView.do

Alerts

`영업상태코드` is highly imbalanced (63.7%)	Imbalance
`영업상태명` is highly imbalanced (63.7%)	Imbalance
`상세영업상태코드` is highly imbalanced (70.1%)	Imbalance
`상세영업상태명` is highly imbalanced (68.5%)	Imbalance
`인허가취소일자` has 4122 (100.0%) missing values	Missing
`폐업일자` has 3077 (74.6%) missing values	Missing
`휴업시작일자` has 3270 (79.3%) missing values	Missing
`휴업종료일자` has 4122 (100.0%) missing values	Missing
`재개업일자` has 4122 (100.0%) missing values	Missing
`전화번호` has 1228 (29.8%) missing values	Missing
`소재지면적` has 4122 (100.0%) missing values	Missing
`소재지우편번호` has 1379 (33.5%) missing values	Missing
`지번주소` has 265 (6.4%) missing values	Missing
`도로명주소` has 1014 (24.6%) missing values	Missing
`도로명우편번호` has 2073 (50.3%) missing values	Missing
`업태구분명` has 4122 (100.0%) missing values	Missing
`좌표정보(X)` has 875 (21.2%) missing values	Missing
`좌표정보(Y)` has 875 (21.2%) missing values	Missing
`소재지` has 1318 (32.0%) missing values	Missing
`지정일자` has 2824 (68.5%) missing values	Missing
`신청일자` has 1023 (24.8%) missing values	Missing
`지정일자` is highly skewed (γ1 = 20.77224675)	Skewed
`신청일자` is highly skewed (γ1 = -39.13764923)	Skewed
`관리번호` has unique values	Unique
`인허가취소일자` 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
`소재지면적` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`업태구분명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2024-05-11 05:22:23.788481
Analysis finished	2024-05-11 05:22:26.273865
Duration	2.49 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Real number (ℝ)

Distinct	13
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3074536.6

Minimum	3000000
Maximum	3220000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.4 KiB

Quantile statistics

Minimum	3000000
5-th percentile	3000000
Q1	3050000
median	3050000
Q3	3130000
95-th percentile	3210000
Maximum	3220000
Range	220000
Interquartile range (IQR)	80000

Descriptive statistics

Standard deviation	58131.057
Coefficient of variation (CV)	0.018907258
Kurtosis	0.049110552
Mean	3074536.6
Median Absolute Deviation (MAD)	20000
Skewness	0.81610571
Sum	1.267324 × 10¹⁰
Variance	3.3792198 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
3050000	1582	38.4%
3130000	805	19.5%
3000000	711	17.2%
3070000	411	10.0%
3210000	288	7.0%
3100000	87	2.1%
3040000	86	2.1%
3110000	69	1.7%
3170000	45	1.1%
3220000	27	0.7%
Other values (3)	11	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3000000	711	17.2%
3020000	1	< 0.1%
3040000	86	2.1%
3050000	1582	38.4%
3060000	7	0.2%
3070000	411	10.0%
3100000	87	2.1%
3110000	69	1.7%
3130000	805	19.5%
3160000	3	0.1%

Value	Count	Frequency (%)
3220000	27	0.7%
3210000	288	7.0%
3170000	45	1.1%
3160000	3	0.1%
3130000	805	19.5%
3110000	69	1.7%
3100000	87	2.1%
3070000	411	10.0%
3060000	7	0.2%
3050000	1582	38.4%

관리번호
Real number (ℝ)

UNIQUE

Distinct	4122
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.0745372 × 10¹⁷

Minimum	3.0000001 × 10¹⁷
Maximum	3.2200001 × 10¹⁷
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.4 KiB

Quantile statistics

Minimum	3.0000001 × 10¹⁷
5-th percentile	3.0000001 × 10¹⁷
Q1	3.0500001 × 10¹⁷
median	3.0500001 × 10¹⁷
Q3	3.1300001 × 10¹⁷
95-th percentile	3.2100001 × 10¹⁷
Maximum	3.2200001 × 10¹⁷
Range	2.2 × 10¹⁶
Interquartile range (IQR)	8 × 10¹⁵

Descriptive statistics

Standard deviation	5.8131028 × 10¹⁵
Coefficient of variation (CV)	0.018907245
Kurtosis	0.049095398
Mean	3.0745372 × 10¹⁷
Median Absolute Deviation (MAD)	2 × 10¹⁵
Skewness	0.81608752
Sum	-5.5011265 × 10¹⁸
Variance	3.3792164 × 10³¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
313000014202200034	1	< 0.1%
307000014200000210	1	< 0.1%
307000014200000076	1	< 0.1%
307000014200000077	1	< 0.1%
307000014200000078	1	< 0.1%
307000014200000079	1	< 0.1%
307000014200000080	1	< 0.1%
307000014200000081	1	< 0.1%
307000014200000082	1	< 0.1%
307000014200000083	1	< 0.1%
Other values (4112)	4112	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
300000014201300001	1	< 0.1%
300000014201300003	1	< 0.1%
300000014201300004	1	< 0.1%
300000014201300005	1	< 0.1%
300000014201300006	1	< 0.1%
300000014201300007	1	< 0.1%
300000014201300008	1	< 0.1%
300000014201300009	1	< 0.1%
300000014201300010	1	< 0.1%
300000014201300011	1	< 0.1%

Value	Count	Frequency (%)
322000014200100091	1	< 0.1%
322000014200100090	1	< 0.1%
322000014200100089	1	< 0.1%
322000014200100088	1	< 0.1%
322000014200100087	1	< 0.1%
322000014200100086	1	< 0.1%
322000014200100085	1	< 0.1%
322000014200100084	1	< 0.1%
322000014200100083	1	< 0.1%
322000014200100082	1	< 0.1%

인허가일자
Date

Distinct	1200
Distinct (%)	29.1%
Missing	0
Missing (%)	0.0%
Memory size	32.3 KiB

Minimum	1994-03-02 00:00:00
Maximum	2024-05-03 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4122
Missing (%)	100.0%
Memory size	36.4 KiB

영업상태코드
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	32.3 KiB

1	3071
3	1041
4	4
5	4
2	2

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	3071	74.5%
3	1041	25.3%
4	4	0.1%
5	4	0.1%
2	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	3071	74.5%
3	1041	25.3%
4	4	0.1%
5	4	0.1%
2	2	< 0.1%

영업상태명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	32.3 KiB

영업/정상	3071
폐업	1041
취소/말소/만료/정지/중지	4
제외/삭제/전출	4
휴업	2

Length

Max length	14
Median length	5
Mean length	4.2525473
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	3071	74.5%
폐업	1041	25.3%
취소/말소/만료/정지/중지	4	0.1%
제외/삭제/전출	4	0.1%
휴업	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	3071	74.5%
폐업	1041	25.3%
취소/말소/만료/정지/중지	4	0.1%
제외/삭제/전출	4	0.1%
휴업	2	< 0.1%

상세영업상태코드
Categorical

IMBALANCE

Distinct	8
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	32.3 KiB

11	3048
2	1041
3	13
0	5
BBBB	5
Other values (3)	10

Length

Max length	4
Median length	2
Mean length	1.7430859
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	11
3rd row	2
4th row	11
5th row	11

Common Values

Value	Count	Frequency (%)
11	3048	73.9%
2	1041	25.3%
3	13	0.3%
0	5	0.1%
BBBB	5	0.1%
4	4	0.1%
5	4	0.1%
1	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
11	3048	73.9%
2	1041	25.3%
3	13	0.3%
0	5	0.1%
bbbb	5	0.1%
4	4	0.1%
5	4	0.1%
1	2	< 0.1%

상세영업상태명
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	32.3 KiB

영업	3053
폐업	1041
재개업	13
<NA>	5
폐쇄	4
Other values (2)	6

Length

Max length	4
Median length	2
Mean length	2.0075206
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업	3053	74.1%
폐업	1041	25.3%
재개업	13	0.3%
<NA>	5	0.1%
폐쇄	4	0.1%
제외사항	4	0.1%
휴업	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업	3053	74.1%
폐업	1041	25.3%
재개업	13	0.3%
na	5	0.1%
폐쇄	4	0.1%
제외사항	4	0.1%
휴업	2	< 0.1%

폐업일자
Date

MISSING

Distinct	238
Distinct (%)	22.8%
Missing	3077
Missing (%)	74.6%
Memory size	32.3 KiB

Minimum	1997-10-05 00:00:00
Maximum	2024-04-11 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Date

MISSING

Distinct	155
Distinct (%)	18.2%
Missing	3270
Missing (%)	79.3%
Memory size	32.3 KiB

Minimum	2012-07-25 00:00:00
Maximum	2021-10-14 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4122
Missing (%)	100.0%
Memory size	36.4 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4122
Missing (%)	100.0%
Memory size	36.4 KiB

전화번호
Text

MISSING

Distinct	2776
Distinct (%)	95.9%
Missing	1228
Missing (%)	29.8%
Memory size	32.3 KiB

Length

Max length	13
Median length	12
Mean length	10.590187
Min length	2

Characters and Unicode

Total characters	30648
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	2674 ?
Unique (%)	92.4%

Sample

1st row	02-6949-5919
2nd row	02-725-9120
3rd row	02-2103-9500
4th row	070-7760-0702
5th row	02-395-7437

Value	Count	Frequency (%)
02	942	21.5%
0002	50	1.1%
912	40	0.9%
914	32	0.7%
915	30	0.7%
917	26	0.6%
918	24	0.5%
913	20	0.5%
916	15	0.3%
919	15	0.3%
Other values (2849)	3190	72.8%

Most occurring characters

Value	Count	Frequency (%)
2	5766	18.8%
0	4288	14.0%
3	2447	8.0%
9	2356	7.7%
7	2261	7.4%
-	2242	7.3%
4	2057	6.7%
1	2056	6.7%
6	1934	6.3%
	1915	6.2%
Other values (2)	3326	10.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	26491	86.4%
Dash Punctuation	2242	7.3%
Space Separator	1915	6.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	5766	21.8%
0	4288	16.2%
3	2447	9.2%
9	2356	8.9%
7	2261	8.5%
4	2057	7.8%
1	2056	7.8%
6	1934	7.3%
5	1873	7.1%
8	1453	5.5%

Dash Punctuation

Value	Count	Frequency (%)
-	2242	100.0%

Space Separator

Value	Count	Frequency (%)
	1915	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	30648	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	5766	18.8%
0	4288	14.0%
3	2447	8.0%
9	2356	7.7%
7	2261	7.4%
-	2242	7.3%
4	2057	6.7%
1	2056	6.7%
6	1934	6.3%
	1915	6.2%
Other values (2)	3326	10.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	30648	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	5766	18.8%
0	4288	14.0%
3	2447	8.0%
9	2356	7.7%
7	2261	7.4%
-	2242	7.3%
4	2057	6.7%
1	2056	6.7%
6	1934	6.3%
	1915	6.2%
Other values (2)	3326	10.9%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4122
Missing (%)	100.0%
Memory size	36.4 KiB

소재지우편번호
Text

MISSING

Distinct	394
Distinct (%)	14.4%
Missing	1379
Missing (%)	33.5%
Memory size	32.3 KiB

Length

Max length	7
Median length	6
Mean length	6.0116661
Min length	6

Characters and Unicode

Total characters	16490
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	132 ?
Unique (%)	4.8%

Sample

1st row	110-122
2nd row	110-011
3rd row	121-811
4th row	110-320
5th row	121-849

Value	Count	Frequency (%)
130101	85	3.1%
130081	52	1.9%
130021	51	1.9%
130070	47	1.7%
130102	44	1.6%
130050	44	1.6%
130092	42	1.5%
137132	41	1.5%
137071	39	1.4%
130031	38	1.4%
Other values (384)	2260	82.4%

Most occurring characters

Value	Count	Frequency (%)
1	4926	29.9%
0	3744	22.7%
3	2913	17.7%
2	1361	8.3%
4	769	4.7%
6	718	4.4%
8	692	4.2%
7	645	3.9%
5	419	2.5%
9	271	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	16458	99.8%
Dash Punctuation	32	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	4926	29.9%
0	3744	22.7%
3	2913	17.7%
2	1361	8.3%
4	769	4.7%
6	718	4.4%
8	692	4.2%
7	645	3.9%
5	419	2.5%
9	271	1.6%

Dash Punctuation

Value	Count	Frequency (%)
-	32	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	16490	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	4926	29.9%
0	3744	22.7%
3	2913	17.7%
2	1361	8.3%
4	769	4.7%
6	718	4.4%
8	692	4.2%
7	645	3.9%
5	419	2.5%
9	271	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16490	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	4926	29.9%
0	3744	22.7%
3	2913	17.7%
2	1361	8.3%
4	769	4.7%
6	718	4.4%
8	692	4.2%
7	645	3.9%
5	419	2.5%
9	271	1.6%

지번주소
Text

MISSING

Distinct	3469
Distinct (%)	89.9%
Missing	265
Missing (%)	6.4%
Memory size	32.3 KiB

Length

Max length	50
Median length	45
Mean length	23.535131
Min length	14

Characters and Unicode

Total characters	90775
Distinct characters	395
Distinct categories	12 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	3129 ?
Unique (%)	81.1%

Sample

1st row	서울특별시 마포구 창전동 6-172
2nd row	서울특별시 종로구 수송동 135
3rd row	서울특별시 종로구 종로2가 40 101호
4th row	서울특별시 동대문구 제기동 289-6
5th row	서울특별시 동대문구 장안동 93-43

Value	Count	Frequency (%)
서울특별시	3856	23.2%
동대문구	1573	9.4%
종로구	638	3.8%
마포구	617	3.7%
성북구	411	2.5%
답십리동	376	2.3%
장안동	372	2.2%
번지	300	1.8%
서초구	288	1.7%
이문동	175	1.1%
Other values (3960)	8045	48.3%

Most occurring characters

Value	Count	Frequency (%)
	16723	18.4%
동	5466	6.0%
서	4378	4.8%
시	3905	4.3%
구	3875	4.3%
울	3860	4.3%
특	3856	4.2%
별	3856	4.2%
1	3423	3.8%
-	3177	3.5%
Other values (385)	38256	42.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	53899	59.4%
Decimal Number	16751	18.5%
Space Separator	16723	18.4%
Dash Punctuation	3177	3.5%
Uppercase Letter	132	0.1%
Other Punctuation	40	< 0.1%
Lowercase Letter	28	< 0.1%
Open Punctuation	10	< 0.1%
Close Punctuation	10	< 0.1%
Math Symbol	3	< 0.1%
Other values (2)	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	5466	10.1%
서	4378	8.1%
시	3905	7.2%
구	3875	7.2%
울	3860	7.2%
특	3856	7.2%
별	3856	7.2%
지	3038	5.6%
번	2914	5.4%
문	1796	3.3%
Other values (330)	16955	31.5%

Uppercase Letter

Value	Count	Frequency (%)
S	16	12.1%
K	14	10.6%
A	13	9.8%
D	11	8.3%
M	10	7.6%
C	10	7.6%
B	9	6.8%
T	8	6.1%
G	6	4.5%
L	6	4.5%
Other values (11)	29	22.0%

Lowercase Letter

Value	Count	Frequency (%)
o	4	14.3%
i	3	10.7%
e	3	10.7%
r	3	10.7%
c	3	10.7%
y	2	7.1%
t	2	7.1%
w	2	7.1%
n	2	7.1%
d	1	3.6%
Other values (3)	3	10.7%

Decimal Number

Value	Count	Frequency (%)
1	3423	20.4%
2	2249	13.4%
3	2099	12.5%
4	1674	10.0%
5	1483	8.9%
6	1263	7.5%
0	1216	7.3%
8	1143	6.8%
7	1113	6.6%
9	1088	6.5%

Other Punctuation

Value	Count	Frequency (%)
,	27	67.5%
.	7	17.5%
@	5	12.5%
/	1	2.5%

Space Separator

Value	Count	Frequency (%)
	16723	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3177	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	10	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	10	100.0%

Math Symbol

Value	Count	Frequency (%)
~	3	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Other Symbol

Value	Count	Frequency (%)
ⓐ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	53899	59.4%
Common	36715	40.4%
Latin	161	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	5466	10.1%
서	4378	8.1%
시	3905	7.2%
구	3875	7.2%
울	3860	7.2%
특	3856	7.2%
별	3856	7.2%
지	3038	5.6%
번	2914	5.4%
문	1796	3.3%
Other values (330)	16955	31.5%

Latin

Value	Count	Frequency (%)
S	16	9.9%
K	14	8.7%
A	13	8.1%
D	11	6.8%
M	10	6.2%
C	10	6.2%
B	9	5.6%
T	8	5.0%
G	6	3.7%
L	6	3.7%
Other values (25)	58	36.0%

Common

Value	Count	Frequency (%)
	16723	45.5%
1	3423	9.3%
-	3177	8.7%
2	2249	6.1%
3	2099	5.7%
4	1674	4.6%
5	1483	4.0%
6	1263	3.4%
0	1216	3.3%
8	1143	3.1%
Other values (10)	2265	6.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	53899	59.4%
ASCII	36874	40.6%
Number Forms	1	< 0.1%
Enclosed Alphanum	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	16723	45.4%
1	3423	9.3%
-	3177	8.6%
2	2249	6.1%
3	2099	5.7%
4	1674	4.5%
5	1483	4.0%
6	1263	3.4%
0	1216	3.3%
8	1143	3.1%
Other values (43)	2424	6.6%

Hangul

Value	Count	Frequency (%)
동	5466	10.1%
서	4378	8.1%
시	3905	7.2%
구	3875	7.2%
울	3860	7.2%
특	3856	7.2%
별	3856	7.2%
지	3038	5.6%
번	2914	5.4%
문	1796	3.3%
Other values (330)	16955	31.5%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Enclosed Alphanum

Value	Count	Frequency (%)
ⓐ	1	100.0%

도로명주소
Text

MISSING

Distinct	2859
Distinct (%)	92.0%
Missing	1014
Missing (%)	24.6%
Memory size	32.3 KiB

Length

Max length	64
Median length	55
Mean length	28.754183
Min length	20

Characters and Unicode

Total characters	89368
Distinct characters	436
Distinct categories	12 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	2628 ?
Unique (%)	84.6%

Sample

1st row	서울특별시 마포구 와우산로 114 (창전동)
2nd row	서울특별시 종로구 종로1길 42-1, 1층 (수송동)
3rd row	서울특별시 종로구 수표로 105, 101호 (종로2가)
4th row	서울특별시 동대문구 제기로 68, 1-4호 (제기동)
5th row	서울특별시 동대문구 사가정로25길 34, 1층 101호 (장안동)

Value	Count	Frequency (%)
서울특별시	3108	17.8%
동대문구	1373	7.8%
마포구	793	4.5%
종로구	701	4.0%
1층	582	3.3%
장안동	330	1.9%
서초구	223	1.3%
답십리동	159	0.9%
이문동	149	0.9%
전농동	149	0.9%
Other values (2474)	9935	56.8%

Most occurring characters

Value	Count	Frequency (%)
	15196	17.0%
동	4702	5.3%
로	3679	4.1%
서	3654	4.1%
1	3436	3.8%
시	3224	3.6%
울	3167	3.5%
구	3128	3.5%
(	3119	3.5%
)	3119	3.5%
Other values (426)	42944	48.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	53728	60.1%
Space Separator	15196	17.0%
Decimal Number	12145	13.6%
Open Punctuation	3119	3.5%
Close Punctuation	3119	3.5%
Other Punctuation	1416	1.6%
Dash Punctuation	410	0.5%
Uppercase Letter	193	0.2%
Lowercase Letter	34	< 0.1%
Math Symbol	5	< 0.1%
Other values (2)	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	4702	8.8%
로	3679	6.8%
서	3654	6.8%
시	3224	6.0%
울	3167	5.9%
구	3128	5.8%
별	3108	5.8%
특	3108	5.8%
대	1889	3.5%
문	1778	3.3%
Other values (371)	22291	41.5%

Uppercase Letter

Value	Count	Frequency (%)
B	33	17.1%
C	17	8.8%
M	17	8.8%
S	16	8.3%
A	16	8.3%
K	15	7.8%
D	15	7.8%
T	8	4.1%
L	7	3.6%
E	6	3.1%
Other values (12)	43	22.3%

Lowercase Letter

Value	Count	Frequency (%)
b	5	14.7%
e	5	14.7%
o	4	11.8%
i	3	8.8%
c	3	8.8%
r	3	8.8%
y	2	5.9%
t	2	5.9%
w	2	5.9%
n	2	5.9%
Other values (2)	3	8.8%

Decimal Number

Value	Count	Frequency (%)
1	3436	28.3%
2	1717	14.1%
3	1291	10.6%
4	1029	8.5%
0	949	7.8%
5	887	7.3%
6	812	6.7%
7	725	6.0%
8	698	5.7%
9	601	4.9%

Other Punctuation

Value	Count	Frequency (%)
,	1401	98.9%
.	8	0.6%
@	6	0.4%
/	1	0.1%

Space Separator

Value	Count	Frequency (%)
	15196	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3119	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3119	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	410	100.0%

Math Symbol

Value	Count	Frequency (%)
~	5	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	2	100.0%

Other Symbol

Value	Count	Frequency (%)
ⓐ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	53728	60.1%
Common	35411	39.6%
Latin	229	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	4702	8.8%
로	3679	6.8%
서	3654	6.8%
시	3224	6.0%
울	3167	5.9%
구	3128	5.8%
별	3108	5.8%
특	3108	5.8%
대	1889	3.5%
문	1778	3.3%
Other values (371)	22291	41.5%

Latin

Value	Count	Frequency (%)
B	33	14.4%
C	17	7.4%
M	17	7.4%
S	16	7.0%
A	16	7.0%
K	15	6.6%
D	15	6.6%
T	8	3.5%
L	7	3.1%
E	6	2.6%
Other values (25)	79	34.5%

Common

Value	Count	Frequency (%)
	15196	42.9%
1	3436	9.7%
(	3119	8.8%
)	3119	8.8%
2	1717	4.8%
,	1401	4.0%
3	1291	3.6%
4	1029	2.9%
0	949	2.7%
5	887	2.5%
Other values (10)	3267	9.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	53728	60.1%
ASCII	35637	39.9%
Number Forms	2	< 0.1%
Enclosed Alphanum	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	15196	42.6%
1	3436	9.6%
(	3119	8.8%
)	3119	8.8%
2	1717	4.8%
,	1401	3.9%
3	1291	3.6%
4	1029	2.9%
0	949	2.7%
5	887	2.5%
Other values (43)	3493	9.8%

Hangul

Value	Count	Frequency (%)
동	4702	8.8%
로	3679	6.8%
서	3654	6.8%
시	3224	6.0%
울	3167	5.9%
구	3128	5.8%
별	3108	5.8%
특	3108	5.8%
대	1889	3.5%
문	1778	3.3%
Other values (371)	22291	41.5%

Number Forms

Value	Count	Frequency (%)
Ⅱ	2	100.0%

Enclosed Alphanum

Value	Count	Frequency (%)
ⓐ	1	100.0%

도로명우편번호
Text

MISSING

Distinct	791
Distinct (%)	38.6%
Missing	2073
Missing (%)	50.3%
Memory size	32.3 KiB

Length

Max length	7
Median length	5
Mean length	5.36408
Min length	5

Characters and Unicode

Total characters	10991
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	279 ?
Unique (%)	13.6%

Sample

1st row	04059
2nd row	03152
3rd row	110-122
4th row	02480
5th row	02515

Value	Count	Frequency (%)
130101	25	1.2%
130031	15	0.7%
130840	13	0.6%
03938	11	0.5%
110111	11	0.5%
130081	10	0.5%
130070	10	0.5%
110862	10	0.5%
04002	10	0.5%
03964	9	0.4%
Other values (781)	1925	93.9%

Most occurring characters

Value	Count	Frequency (%)
0	3087	28.1%
1	2127	19.4%
3	1252	11.4%
4	1045	9.5%
2	850	7.7%
8	668	6.1%
9	576	5.2%
5	544	4.9%
6	437	4.0%
7	380	3.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10966	99.8%
Dash Punctuation	25	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3087	28.2%
1	2127	19.4%
3	1252	11.4%
4	1045	9.5%
2	850	7.8%
8	668	6.1%
9	576	5.3%
5	544	5.0%
6	437	4.0%
7	380	3.5%

Dash Punctuation

Value	Count	Frequency (%)
-	25	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10991	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3087	28.1%
1	2127	19.4%
3	1252	11.4%
4	1045	9.5%
2	850	7.7%
8	668	6.1%
9	576	5.2%
5	544	4.9%
6	437	4.0%
7	380	3.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10991	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3087	28.1%
1	2127	19.4%
3	1252	11.4%
4	1045	9.5%
2	850	7.7%
8	668	6.1%
9	576	5.2%
5	544	4.9%
6	437	4.0%
7	380	3.5%

사업장명
Text

Distinct	3409
Distinct (%)	82.7%
Missing	0
Missing (%)	0.0%
Memory size	32.3 KiB

Length

Max length	30
Median length	27
Mean length	7.0247453
Min length	1

Characters and Unicode

Total characters	28956
Distinct characters	594
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	3040 ?
Unique (%)	73.8%

Sample

1st row	블루25 행복한 와우점
2nd row	세븐일레븐 세종로점
3rd row	롯데씨브이에스711(주) 종로육의전점
4th row	둘레
5th row	지에스(GS)25 장안주공

Value	Count	Frequency (%)
씨유	289	5.3%
세븐일레븐	228	4.2%
gs25	220	4.0%
이마트24	64	1.2%
지에스25	60	1.1%
주)코리아세븐	49	0.9%
cu	46	0.8%
미니스톱	27	0.5%
지에스(gs)25	24	0.4%
현대슈퍼	23	0.4%
Other values (3351)	4462	81.2%

Most occurring characters

Value	Count	Frequency (%)
점	1434	5.0%
	1375	4.7%
마	1002	3.5%
퍼	964	3.3%
슈	848	2.9%
트	787	2.7%
븐	636	2.2%
2	601	2.1%
5	495	1.7%
유	469	1.6%
Other values (584)	20345	70.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	24324	84.0%
Space Separator	1375	4.7%
Decimal Number	1343	4.6%
Uppercase Letter	1107	3.8%
Close Punctuation	332	1.1%
Open Punctuation	331	1.1%
Lowercase Letter	98	0.3%
Other Punctuation	21	0.1%
Dash Punctuation	15	0.1%
Other Symbol	8	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
점	1434	5.9%
마	1002	4.1%
퍼	964	4.0%
슈	848	3.5%
트	787	3.2%
븐	636	2.6%
유	469	1.9%
일	457	1.9%
대	456	1.9%
리	451	1.9%
Other values (524)	16820	69.1%

Uppercase Letter

Value	Count	Frequency (%)
S	370	33.4%
G	369	33.3%
C	108	9.8%
U	92	8.3%
L	29	2.6%
M	22	2.0%
K	17	1.5%
A	14	1.3%
T	10	0.9%
R	9	0.8%
Other values (13)	67	6.1%

Lowercase Letter

Value	Count	Frequency (%)
s	26	26.5%
g	21	21.4%
c	8	8.2%
e	8	8.2%
u	7	7.1%
k	7	7.1%
r	4	4.1%
a	3	3.1%
t	3	3.1%
n	3	3.1%
Other values (5)	8	8.2%

Decimal Number

Value	Count	Frequency (%)
2	601	44.8%
5	495	36.9%
4	95	7.1%
1	53	3.9%
3	39	2.9%
6	22	1.6%
7	16	1.2%
9	12	0.9%
0	5	0.4%
8	5	0.4%

Other Punctuation

Value	Count	Frequency (%)
.	7	33.3%
&	5	23.8%
/	4	19.0%
?	3	14.3%
@	1	4.8%
!	1	4.8%

Space Separator

Value	Count	Frequency (%)
	1375	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	332	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	331	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	15	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	8	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	24332	84.0%
Common	3419	11.8%
Latin	1205	4.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
점	1434	5.9%
마	1002	4.1%
퍼	964	4.0%
슈	848	3.5%
트	787	3.2%
븐	636	2.6%
유	469	1.9%
일	457	1.9%
대	456	1.9%
리	451	1.9%
Other values (525)	16828	69.2%

Latin

Value	Count	Frequency (%)
S	370	30.7%
G	369	30.6%
C	108	9.0%
U	92	7.6%
L	29	2.4%
s	26	2.2%
M	22	1.8%
g	21	1.7%
K	17	1.4%
A	14	1.2%
Other values (28)	137	11.4%

Common

Value	Count	Frequency (%)
	1375	40.2%
2	601	17.6%
5	495	14.5%
)	332	9.7%
(	331	9.7%
4	95	2.8%
1	53	1.6%
3	39	1.1%
6	22	0.6%
7	16	0.5%
Other values (11)	60	1.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	24324	84.0%
ASCII	4624	16.0%
None	8	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
점	1434	5.9%
마	1002	4.1%
퍼	964	4.0%
슈	848	3.5%
트	787	3.2%
븐	636	2.6%
유	469	1.9%
일	457	1.9%
대	456	1.9%
리	451	1.9%
Other values (524)	16820	69.1%

ASCII

Value	Count	Frequency (%)
	1375	29.7%
2	601	13.0%
5	495	10.7%
S	370	8.0%
G	369	8.0%
)	332	7.2%
(	331	7.2%
C	108	2.3%
4	95	2.1%
U	92	2.0%
Other values (49)	456	9.9%

None

Value	Count	Frequency (%)
㈜	8	100.0%

최종수정일자
Date

Distinct	3221
Distinct (%)	78.1%
Missing	0
Missing (%)	0.0%
Memory size	32.3 KiB

Minimum	2007-06-30 09:57:25
Maximum	2024-05-07 16:07:17

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	32.3 KiB

I	3462
U	660

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	3462	84.0%
U	660	16.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	3462	84.0%
u	660	16.0%

데이터갱신일자
Date

Distinct	465
Distinct (%)	11.3%
Missing	0
Missing (%)	0.0%
Memory size	32.3 KiB

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

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4122
Missing (%)	100.0%
Memory size	36.4 KiB

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	2641
Distinct (%)	81.3%
Missing	875
Missing (%)	21.2%
Infinite	0
Infinite (%)	0.0%
Mean	200465.57

Minimum	185001.24
Maximum	212211.01
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.4 KiB

Quantile statistics

Minimum	185001.24
5-th percentile	191782.73
Q1	196510.02
median	201703.8
Q3	204839.61
95-th percentile	206119.74
Maximum	212211.01
Range	27209.771
Interquartile range (IQR)	8329.5863

Descriptive statistics

Standard deviation	4846.2147
Coefficient of variation (CV)	0.024174798
Kurtosis	-0.94025688
Mean	200465.57
Median Absolute Deviation (MAD)	3500.2385
Skewness	-0.55862484
Sum	6.5091171 × 10⁸
Variance	23485797
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
205208.167449959	8	0.2%
205381.986112403	7	0.2%
192311.642580307	7	0.2%
206120.983279154	5	0.1%
206455.357834541	5	0.1%
204718.0	5	0.1%
204507.409771246	4	0.1%
205243.737434464	4	0.1%
204698.776644614	4	0.1%
203009.188734992	4	0.1%
Other values (2631)	3194	77.5%
(Missing)	875	21.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
185001.241571665	1	< 0.1%
187348.717361766	1	< 0.1%
189212.737535822	1	< 0.1%
189315.310470024	1	< 0.1%
189337.0	1	< 0.1%
189378.0	1	< 0.1%
189392.975995366	1	< 0.1%
189461.587933606	1	< 0.1%
189520.410979113	1	< 0.1%
189520.465145926	1	< 0.1%

Value	Count	Frequency (%)
212211.012072968	1	< 0.1%
209423.649311203	1	< 0.1%
209371.036034514	1	< 0.1%
208912.924448629	1	< 0.1%
208877.010707599	1	< 0.1%
208155.958194355	1	< 0.1%
207670.24509546	1	< 0.1%
207613.550996972	1	< 0.1%
207130.877304261	1	< 0.1%
207074.98665308	1	< 0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	2641
Distinct (%)	81.3%
Missing	875
Missing (%)	21.2%
Infinite	0
Infinite (%)	0.0%
Mean	451544.29

Minimum	439123.41
Maximum	458148.39
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.4 KiB

Quantile statistics

Minimum	439123.41
5-th percentile	442940.18
Q1	450545.12
median	452267.74
Q3	453216.41
95-th percentile	455100.88
Maximum	458148.39
Range	19024.976
Interquartile range (IQR)	2671.2903

Descriptive statistics

Standard deviation	3094.1792
Coefficient of variation (CV)	0.006852438
Kurtosis	3.5402771
Mean	451544.29
Median Absolute Deviation (MAD)	1157.4962
Skewness	-1.8144083
Sum	1.4661643 × 10⁹
Variance	9573945.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
452466.868525878	8	0.2%
451896.756025119	7	0.2%
449855.643910445	7	0.2%
452775.947650727	5	0.1%
452077.137056886	5	0.1%
452269.0	5	0.1%
454145.156618096	4	0.1%
453856.172583423	4	0.1%
453786.184389292	4	0.1%
453776.829188234	4	0.1%
Other values (2631)	3194	77.5%
(Missing)	875	21.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
439123.409737111	1	< 0.1%
439524.792743725	1	< 0.1%
439583.348149956	1	< 0.1%
440125.988508969	1	< 0.1%
440182.898235134	1	< 0.1%
440208.558412381	1	< 0.1%
440281.405998565	1	< 0.1%
440425.82329747	1	< 0.1%
440471.199973164	1	< 0.1%
440627.71005447	2	< 0.1%

Value	Count	Frequency (%)
458148.38566155	1	< 0.1%
457963.196810318	1	< 0.1%
457715.946602513	1	< 0.1%
457700.419829693	1	< 0.1%
457638.727453242	1	< 0.1%
457247.570869701	1	< 0.1%
457041.349875739	1	< 0.1%
456587.90777321	2	< 0.1%
456587.140422813	1	< 0.1%
456429.344666667	1	< 0.1%

업소구분명
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	32.3 KiB

지정	2918
<NA>	1018
종료	186

Length

Max length	4
Median length	2
Mean length	2.493935
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 (%)
지정	2918	70.8%
<NA>	1018	24.7%
종료	186	4.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
지정	2918	70.8%
na	1018	24.7%
종료	186	4.5%

소재지
Text

MISSING

Distinct	2673
Distinct (%)	95.3%
Missing	1318
Missing (%)	32.0%
Memory size	32.3 KiB

Length

Max length	50
Median length	43
Mean length	22.866619
Min length	4

Characters and Unicode

Total characters	64118
Distinct characters	343
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	2553 ?
Unique (%)	91.0%

Sample

1st row	서울특별시 종로구 명륜2가 222번지
2nd row	서울특별시 종로구 명륜3가 1번지 28호
3rd row	서울특별시 종로구 부암동 220번지 1호 1층
4th row	서울특별시 종로구 봉익동 115번지
5th row	서울특별시 종로구 연건동 208번지

Value	Count	Frequency (%)
서울특별시	2695	20.3%
동대문구	1427	10.7%
종로구	467	3.5%
호	443	3.3%
마포구	410	3.1%
장안동	335	2.5%
서초구	285	2.1%
답십리동	185	1.4%
전농동	171	1.3%
이문동	163	1.2%
Other values (2599)	6704	50.5%

Most occurring characters

Value	Count	Frequency (%)
	11659	18.2%
동	4224	6.6%
서	3175	5.0%
구	2773	4.3%
시	2712	4.2%
울	2709	4.2%
특	2697	4.2%
별	2697	4.2%
1	2580	4.0%
지	1929	3.0%
Other values (333)	26963	42.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	38876	60.6%
Decimal Number	12282	19.2%
Space Separator	11659	18.2%
Dash Punctuation	1154	1.8%
Uppercase Letter	83	0.1%
Other Punctuation	32	< 0.1%
Lowercase Letter	15	< 0.1%
Open Punctuation	7	< 0.1%
Close Punctuation	7	< 0.1%
Math Symbol	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	4224	10.9%
서	3175	8.2%
구	2773	7.1%
시	2712	7.0%
울	2709	7.0%
특	2697	6.9%
별	2697	6.9%
지	1929	5.0%
번	1835	4.7%
문	1599	4.1%
Other values (283)	12526	32.2%

Uppercase Letter

Value	Count	Frequency (%)
A	11	13.3%
D	7	8.4%
T	7	8.4%
M	7	8.4%
S	7	8.4%
B	7	8.4%
K	6	7.2%
C	6	7.2%
P	4	4.8%
N	3	3.6%
Other values (10)	18	21.7%

Decimal Number

Value	Count	Frequency (%)
1	2580	21.0%
2	1672	13.6%
3	1562	12.7%
4	1237	10.1%
5	1075	8.8%
6	889	7.2%
0	860	7.0%
9	815	6.6%
7	798	6.5%
8	794	6.5%

Lowercase Letter

Value	Count	Frequency (%)
e	3	20.0%
r	2	13.3%
w	2	13.3%
o	2	13.3%
y	1	6.7%
i	1	6.7%
c	1	6.7%
t	1	6.7%
k	1	6.7%
s	1	6.7%

Other Punctuation

Value	Count	Frequency (%)
,	18	56.2%
@	6	18.8%
.	5	15.6%
?	2	6.2%
/	1	3.1%

Space Separator

Value	Count	Frequency (%)
	11659	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1154	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	7	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	7	100.0%

Math Symbol

Value	Count	Frequency (%)
~	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	38876	60.6%
Common	25144	39.2%
Latin	98	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	4224	10.9%
서	3175	8.2%
구	2773	7.1%
시	2712	7.0%
울	2709	7.0%
특	2697	6.9%
별	2697	6.9%
지	1929	5.0%
번	1835	4.7%
문	1599	4.1%
Other values (283)	12526	32.2%

Latin

Value	Count	Frequency (%)
A	11	11.2%
D	7	7.1%
T	7	7.1%
M	7	7.1%
S	7	7.1%
B	7	7.1%
K	6	6.1%
C	6	6.1%
P	4	4.1%
N	3	3.1%
Other values (20)	33	33.7%

Common

Value	Count	Frequency (%)
	11659	46.4%
1	2580	10.3%
2	1672	6.6%
3	1562	6.2%
4	1237	4.9%
-	1154	4.6%
5	1075	4.3%
6	889	3.5%
0	860	3.4%
9	815	3.2%
Other values (10)	1641	6.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	38876	60.6%
ASCII	25242	39.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	11659	46.2%
1	2580	10.2%
2	1672	6.6%
3	1562	6.2%
4	1237	4.9%
-	1154	4.6%
5	1075	4.3%
6	889	3.5%
0	860	3.4%
9	815	3.2%
Other values (40)	1739	6.9%

Hangul

Value	Count	Frequency (%)
동	4224	10.9%
서	3175	8.2%
구	2773	7.1%
시	2712	7.0%
울	2709	7.0%
특	2697	6.9%
별	2697	6.9%
지	1929	5.0%
번	1835	4.7%
문	1599	4.1%
Other values (283)	12526	32.2%

지정일자
Real number (ℝ)

MISSING SKEWED

Distinct	734
Distinct (%)	56.5%
Missing	2824
Missing (%)	68.5%
Infinite	0
Infinite (%)	0.0%
Mean	20161174

Minimum	20000101
Maximum	22070709
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.4 KiB

Quantile statistics

Minimum	20000101
5-th percentile	20090792
Q1	20140917
median	20160614
Q3	20180821
95-th percentile	20210801
Maximum	22070709
Range	2070608
Interquartile range (IQR)	39904.5

Descriptive statistics

Standard deviation	63587.453
Coefficient of variation (CV)	0.0031539558
Kurtosis	627.3228
Mean	20161174
Median Absolute Deviation (MAD)	19811
Skewness	20.772247
Sum	2.6169204 × 10¹⁰
Variance	4.0433642 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20210801	104	2.5%
20150110	12	0.3%
20151229	12	0.3%
20171121	12	0.3%
20190408	10	0.2%
20150714	9	0.2%
20141029	9	0.2%
20171226	8	0.2%
20150507	8	0.2%
20181023	8	0.2%
Other values (724)	1106	26.8%
(Missing)	2824	68.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20000101	2	< 0.1%
20040521	1	< 0.1%
20040524	1	< 0.1%
20040603	3	0.1%
20040604	1	< 0.1%
20040607	1	< 0.1%
20040805	1	< 0.1%
20041214	1	< 0.1%
20050101	1	< 0.1%
20050811	1	< 0.1%

Value	Count	Frequency (%)
22070709	1	< 0.1%
20220315	1	< 0.1%
20220311	3	0.1%
20220310	1	< 0.1%
20220307	1	< 0.1%
20220304	1	< 0.1%
20220124	1	< 0.1%
20220121	1	< 0.1%
20220111	2	< 0.1%
20220106	1	< 0.1%

신청일자
Real number (ℝ)

MISSING SKEWED

Distinct	927
Distinct (%)	29.9%
Missing	1023
Missing (%)	24.8%
Infinite	0
Infinite (%)	0.0%
Mean	20082465

Minimum	11941206
Maximum	20220315
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.4 KiB

Quantile statistics

Minimum	11941206
5-th percentile	19991030
Q1	20000664
median	20061002
Q3	20151029
95-th percentile	20210426
Maximum	20220315
Range	8279109
Interquartile range (IQR)	150364.5

Descriptive statistics

Standard deviation	164496.76
Coefficient of variation (CV)	0.0081910639
Kurtosis	1937.4939
Mean	20082465
Median Absolute Deviation (MAD)	60901
Skewness	-39.137649
Sum	6.2235559 × 10¹⁰
Variance	2.7059183 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000101	316	7.7%
19991030	248	6.0%
20050101	124	3.0%
20210801	105	2.5%
20040604	76	1.8%
20040603	74	1.8%
20040607	65	1.6%
20040521	51	1.2%
20120806	47	1.1%
20040524	46	1.1%
Other values (917)	1947	47.2%
(Missing)	1023	24.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11941206	1	< 0.1%
19941203	3	0.1%
19941206	28	0.7%
19941210	15	0.4%
19970930	11	0.3%
19980925	1	< 0.1%
19981117	1	< 0.1%
19981204	1	< 0.1%
19981215	2	< 0.1%
19981231	8	0.2%

Value	Count	Frequency (%)
20220315	1	< 0.1%
20220311	3	0.1%
20220310	1	< 0.1%
20220304	2	< 0.1%
20220124	1	< 0.1%
20220121	1	< 0.1%
20220111	2	< 0.1%
20220106	1	< 0.1%
20211224	1	< 0.1%
20211215	1	< 0.1%

항목값1
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	32.3 KiB

관급봉투	3641
<NA>	481

Length

Max length	4
Median length	4
Mean length	4
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 (%)
관급봉투	3641	88.3%
<NA>	481	11.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
관급봉투	3641	88.3%
na	481	11.7%

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)	업소구분명	소재지	지정일자	신청일자	항목값1
0	3130000	313000014202200034	2022-07-19	<NA>	3	폐업	2	폐업	2023-02-28	<NA>	<NA>	<NA>	02-6949-5919	<NA>	<NA>	서울특별시 마포구 창전동 6-172	서울특별시 마포구 와우산로 114 (창전동)	04059	블루25 행복한 와우점	2023-03-02 18:15:12	U	2022-12-03 00:04:00.0	<NA>	193395.60654	450095.767055	<NA>	<NA>	<NA>	<NA>	<NA>
1	3000000	300000014202300002	2023-03-07	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	02-725-9120	<NA>	<NA>	서울특별시 종로구 수송동 135	서울특별시 종로구 종로1길 42-1, 1층 (수송동)	03152	세븐일레븐 세종로점	2023-03-07 10:51:53	I	2022-12-03 00:09:00.0	<NA>	198046.964111	452437.652334	<NA>	<NA>	<NA>	<NA>	<NA>
2	3000000	300000014201300264	2013-12-26	<NA>	3	폐업	2	폐업	2023-02-28	<NA>	<NA>	<NA>	02-2103-9500	<NA>	110-122	서울특별시 종로구 종로2가 40 101호	서울특별시 종로구 수표로 105, 101호 (종로2가)	110-122	롯데씨브이에스711(주) 종로육의전점	2023-03-07 10:58:39	U	2022-12-03 00:09:00.0	<NA>	198966.805968	452027.574754	<NA>	<NA>	<NA>	<NA>	<NA>
3	3050000	305000014202400012	2024-03-07	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	070-7760-0702	<NA>	<NA>	서울특별시 동대문구 제기동 289-6	서울특별시 동대문구 제기로 68, 1-4호 (제기동)	02480	둘레	2024-03-07 16:46:07	I	2023-12-03 00:09:00.0	<NA>	203511.265992	453797.186822	<NA>	<NA>	<NA>	<NA>	<NA>
4	3050000	305000014202400011	2024-03-07	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 동대문구 장안동 93-43	서울특별시 동대문구 사가정로25길 34, 1층 101호 (장안동)	02515	지에스(GS)25 장안주공	2024-03-07 16:42:56	I	2023-12-03 00:09:00.0	<NA>	206190.228695	453109.711082	<NA>	<NA>	<NA>	<NA>	<NA>
5	3000000	300000014202400009	2024-03-13	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 종로구 종로5가 247-1	서울특별시 종로구 종로 248-19 (종로5가)	03197	씨유 신진시장점	2024-03-13 09:55:46	I	2023-12-02 23:06:00.0	<NA>	200401.358475	452013.592207	<NA>	<NA>	<NA>	<NA>	<NA>
6	3000000	300000014201400022	2014-02-10	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	02-395-7437	<NA>	110-011	서울특별시 종로구 구기동 56-21 1층	서울특별시 종로구 진흥로22길 17, 1층 (구기동)	110-011	CU(상명구기점)	2023-03-23 19:43:24	U	2022-12-02 22:05:00.0	<NA>	196240.173808	455997.737793	<NA>	<NA>	<NA>	<NA>	<NA>
7	3130000	313000014202300010	2023-03-13	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 마포구 도화동 565 서울대학교 총동창회 장학빌딩	서울특별시 마포구 새창로 7, 서울대학교 총동창회 장학빌딩 1층 (도화동)	04168	세븐일레븐 마포센터점	2023-03-10 18:33:50	I	2022-12-02 23:02:00.0	<NA>	195597.981544	448915.134736	<NA>	<NA>	<NA>	<NA>	<NA>
8	3050000	305000014202300036	2023-07-11	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 동대문구 장안동 351-3	서울특별시 동대문구 장한로18길 26-4, 1층 1호 (장안동)	02640	유진아울렛	2023-07-11 10:50:01	I	2022-12-06 23:03:00.0	<NA>	206130.459084	451692.754689	<NA>	<NA>	<NA>	<NA>	<NA>
9	3000000	300000014201700041	2017-08-28	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 종로구 화동 61 안송빌딩	서울특별시 종로구 삼청로 68, 안송빌딩 (화동)	03053	이마트24 삼청동점	2023-11-13 17:44:39	U	2022-10-31 23:05:00.0	<NA>	198286.187158	453260.69137	<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)	업소구분명	소재지	지정일자	신청일자	항목값1
4112	3130000	313000014201600076	20161202	<NA>	3	폐업	2	폐업	20221220	<NA>	<NA>	<NA>	02-322-3917	<NA>	<NA>	서울특별시 마포구 서교동 490 메세나폴리스	서울특별시 마포구 양화로 45, 지하1층 199호 (서교동, 메세나폴리스)	04036	세븐일레븐 메세나폴리스점	2022-12-26 10:35:59	U	2021-11-01 22:09:00.0	<NA>	192311.64258	449855.64391	<NA>	<NA>	<NA>	<NA>	<NA>
4113	3130000	313000014201500096	20151229	<NA>	3	폐업	2	폐업	20210110	<NA>	<NA>	<NA>	02-324-8247	<NA>	<NA>	서울특별시 마포구 서교동 401-8 남주빌딩	서울특별시 마포구 독막로7길 16, 남주빌딩 (서교동)	04048	세븐일레븐 서교2호점	2022-12-26 10:56:49	U	2021-11-01 22:09:00.0	<NA>	192773.485248	449597.533762	<NA>	<NA>	<NA>	<NA>	<NA>
4114	3000000	300000014201300127	20131216	<NA>	3	폐업	2	폐업	20230110	<NA>	<NA>	<NA>	02-925-3569	<NA>	110827	서울특별시 종로구 숭인동 681	서울특별시 종로구 숭인동길 67 (숭인동)	110827	경제식품	2023-01-10 09:46:59	U	2022-11-30 23:02:00.0	<NA>	201850.170132	452850.746327	<NA>	<NA>	<NA>	<NA>	<NA>
4115	3130000	313000014202100037	20210714	<NA>	3	폐업	2	폐업	20220920	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 마포구 성산동 446 성산시영아파트	서울특별시 마포구 월드컵북로 233-1, 제1상가동동 126호 (성산동, 성산시영아파트)	03936	지에스25 성산시영점	2023-01-11 15:29:53	U	2022-11-30 23:03:00.0	<NA>	191263.451931	452207.500654	<NA>	<NA>	<NA>	<NA>	<NA>
4116	3130000	313000014201500070	20151026	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	02-704-9006	<NA>	<NA>	<NA>	서울특별시 마포구 백범로20길 26, 1층 (대흥동)	04151	지에스25 대흥백범점	2023-01-11 11:14:21	U	2022-11-30 23:03:00.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4117	3130000	313000014202200050	20221028	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	02-335-4554	<NA>	<NA>	서울특별시 마포구 합정동 432-7	서울특별시 마포구 동교로 60-1, 1층 (합정동)	04022	또또네 주류마켓	2023-01-12 09:36:23	U	2022-11-30 23:04:00.0	<NA>	191891.868261	450112.162741	<NA>	<NA>	<NA>	<NA>	<NA>
4118	3000000	300000014201300093	20131205	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	02-736-3582	<NA>	110043	서울특별시 종로구 통인동 134-1	서울특별시 종로구 자하문로9길 17 (통인동)	110043	오거리마트	2023-01-26 20:06:39	U	2022-11-30 22:08:00.0	<NA>	197292.177005	453002.67615	<NA>	<NA>	<NA>	<NA>	<NA>
4119	3000000	300000014202300001	2023-01-06	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 종로구 예지동 2-1	서울특별시 종로구 창경궁로 88, 260호 (예지동)	03195	씨유 광장시장점	2023-03-07 09:53:03	U	2022-12-03 00:09:00.0	<NA>	199816.770135	451999.53084	<NA>	<NA>	<NA>	<NA>	<NA>
4120	3130000	313000014202200061	2022-12-26	<NA>	5	제외/삭제/전출	5	제외사항	<NA>	<NA>	<NA>	<NA>	02-3144-7887	<NA>	<NA>	서울특별시 마포구 서교동 487 서교동 대우미래사랑	서울특별시 마포구 월드컵북로5나길 18, 1층 (서교동, 서교동 대우미래사랑)	04002	비엔씨리테일 주식회사	2023-03-13 11:07:08	U	2022-12-02 23:05:00.0	<NA>	192577.990805	450569.670546	<NA>	<NA>	<NA>	<NA>	<NA>
4121	3000000	300000014201600017	2016-04-28	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	02-906-0005	<NA>	<NA>	서울특별시 종로구 창신동 23-426	서울특별시 종로구 창신6가길 42, 1층 102호 (창신동)	03095	심창기업(주)	2024-04-02 20:00:47	U	2023-12-04 00:04:00.0	<NA>	201065.428086	452607.572685	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

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Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

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Most frequent character per category

Decimal Number

Dash Punctuation

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

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Letter Number

Other Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Number Forms

Enclosed Alphanum

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Open Punctuation

Close Punctuation

Dash Punctuation

Math Symbol

Letter Number

Other Symbol

Most occurring scripts

Most frequent character per script