gimi9 Pandas Profiling

Dataset statistics

Number of variables	35
Number of observations	4622
Missing cells	40849
Missing cells (%)	25.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.3 MiB
Average record size in memory	302.0 B

Variable types

Numeric	14
Text	6
DateTime	4
Categorical	8
Unsupported	3

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),시력표수,표본렌즈수,측정의자수,동공거리측정기수,정점굴절계기수,조제용연마기수,렌즈절단기수,가열기수,안경세척기수,총면적
Author	서울특별시
URL	https://data.seoul.go.kr/dataList/OA-16490/S/1/datasetView.do

Alerts

`상세영업상태코드` is highly imbalanced (51.9%)	Imbalance
`상세영업상태명` is highly imbalanced (51.9%)	Imbalance
`휴업종료일자` is highly imbalanced (99.6%)	Imbalance
`인허가취소일자` has 4557 (98.6%) missing values	Missing
`폐업일자` has 2715 (58.7%) missing values	Missing
`휴업시작일자` has 4406 (95.3%) missing values	Missing
`재개업일자` has 4622 (100.0%) missing values	Missing
`전화번호` has 844 (18.3%) missing values	Missing
`소재지면적` has 4622 (100.0%) missing values	Missing
`소재지우편번호` has 2103 (45.5%) missing values	Missing
`지번주소` has 232 (5.0%) missing values	Missing
`도로명주소` has 902 (19.5%) missing values	Missing
`도로명우편번호` has 1112 (24.1%) missing values	Missing
`업태구분명` has 4622 (100.0%) missing values	Missing
`좌표정보(X)` has 899 (19.5%) missing values	Missing
`좌표정보(Y)` has 899 (19.5%) missing values	Missing
`표본렌즈수` has 886 (19.2%) missing values	Missing
`측정의자수` has 885 (19.1%) missing values	Missing
`동공거리측정기수` has 824 (17.8%) missing values	Missing
`정점굴절계기수` has 816 (17.7%) missing values	Missing
`렌즈절단기수` has 914 (19.8%) missing values	Missing
`가열기수` has 912 (19.7%) missing values	Missing
`안경세척기수` has 904 (19.6%) missing values	Missing
`총면적` has 2173 (47.0%) missing values	Missing
`표본렌즈수` is highly skewed (γ1 = 60.13440356)	Skewed
`총면적` is highly skewed (γ1 = 38.41322833)	Skewed
`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
`표본렌즈수` has 1023 (22.1%) zeros	Zeros
`측정의자수` has 1031 (22.3%) zeros	Zeros
`동공거리측정기수` has 962 (20.8%) zeros	Zeros
`정점굴절계기수` has 957 (20.7%) zeros	Zeros
`렌즈절단기수` has 1054 (22.8%) zeros	Zeros
`가열기수` has 1051 (22.7%) zeros	Zeros
`안경세척기수` has 1047 (22.7%) zeros	Zeros
`총면적` has 463 (10.0%) zeros	Zeros

Reproduction

Analysis started	2024-05-18 03:20:02.310518
Analysis finished	2024-05-18 03:20:07.100901
Duration	4.79 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Real number (ℝ)

Distinct	25
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3125928.2

Minimum	3000000
Maximum	3240000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	40.8 KiB

Quantile statistics

Minimum	3000000
5-th percentile	3010000
Q1	3060000
median	3130000
Q3	3200000
95-th percentile	3230000
Maximum	3240000
Range	240000
Interquartile range (IQR)	140000

Descriptive statistics

Standard deviation	76651.362
Coefficient of variation (CV)	0.024521153
Kurtosis	-1.2702041
Mean	3125928.2
Median Absolute Deviation (MAD)	70000
Skewness	-0.15101098
Sum	1.444804 × 10¹⁰
Variance	5.8754313 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
3010000	542	11.7%
3220000	359	7.8%
3180000	305	6.6%
3100000	299	6.5%
3230000	233	5.0%
3240000	220	4.8%
3130000	213	4.6%
3110000	212	4.6%
3210000	201	4.3%
3150000	179	3.9%
Other values (15)	1859	40.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3000000	118	2.6%
3010000	542	11.7%
3020000	93	2.0%
3030000	87	1.9%
3040000	118	2.6%
3050000	149	3.2%
3060000	127	2.7%
3070000	153	3.3%
3080000	92	2.0%
3090000	86	1.9%

Value	Count	Frequency (%)
3240000	220	4.8%
3230000	233	5.0%
3220000	359	7.8%
3210000	201	4.3%
3200000	168	3.6%
3190000	134	2.9%
3180000	305	6.6%
3170000	91	2.0%
3160000	141	3.1%
3150000	179	3.9%

관리번호
Text

Distinct	4621
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Memory size	36.2 KiB

Length

Max length	25
Median length	25
Mean length	25
Min length	25

Characters and Unicode

Total characters	115550
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	4620 ?
Unique (%)	> 99.9%

Sample

1st row	PHMB220223220033082200004
2nd row	PHMB219903130033082200002
3rd row	PHMB220173010033082200015
4th row	PHMB220183040033082200005
5th row	PHMB220203140033082200005

Value	Count	Frequency (%)
phmb220183010033082200001	2	< 0.1%
phmb220113180034082200007	1	< 0.1%
phmb220133170035082200003	1	< 0.1%
phmb219993170035082200001	1	< 0.1%
phmb219983170035082200002	1	< 0.1%
phmb220173170035082200003	1	< 0.1%
phmb220173170035082200002	1	< 0.1%
phmb220173170035082200001	1	< 0.1%
phmb219993170035082200002	1	< 0.1%
phmb220003170035082200001	1	< 0.1%
Other values (4611)	4611	99.8%

Most occurring characters

Value	Count	Frequency (%)
0	38945	33.7%
2	20858	18.1%
3	13362	11.6%
1	8014	6.9%
8	5716	4.9%
P	4622	4.0%
H	4622	4.0%
M	4622	4.0%
B	4622	4.0%
9	3493	3.0%
Other values (4)	6674	5.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	97062	84.0%
Uppercase Letter	18488	16.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	38945	40.1%
2	20858	21.5%
3	13362	13.8%
1	8014	8.3%
8	5716	5.9%
9	3493	3.6%
4	3237	3.3%
5	1281	1.3%
7	1116	1.1%
6	1040	1.1%

Uppercase Letter

Value	Count	Frequency (%)
P	4622	25.0%
H	4622	25.0%
M	4622	25.0%
B	4622	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	97062	84.0%
Latin	18488	16.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	38945	40.1%
2	20858	21.5%
3	13362	13.8%
1	8014	8.3%
8	5716	5.9%
9	3493	3.6%
4	3237	3.3%
5	1281	1.3%
7	1116	1.1%
6	1040	1.1%

Latin

Value	Count	Frequency (%)
P	4622	25.0%
H	4622	25.0%
M	4622	25.0%
B	4622	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	115550	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	38945	33.7%
2	20858	18.1%
3	13362	11.6%
1	8014	6.9%
8	5716	4.9%
P	4622	4.0%
H	4622	4.0%
M	4622	4.0%
B	4622	4.0%
9	3493	3.0%
Other values (4)	6674	5.8%

인허가일자
Date

Distinct	3409
Distinct (%)	73.8%
Missing	0
Missing (%)	0.0%
Memory size	36.2 KiB

Minimum	1900-01-01 00:00:00
Maximum	2024-05-13 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Real number (ℝ)

MISSING

Distinct	62
Distinct (%)	95.4%
Missing	4557
Missing (%)	98.6%
Infinite	0
Infinite (%)	0.0%
Mean	20139299

Minimum	20090128
Maximum	20181005
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	40.8 KiB

Quantile statistics

Minimum	20090128
5-th percentile	20090423
Q1	20110128
median	20140728
Q3	20170620
95-th percentile	20180867
Maximum	20181005
Range	90877
Interquartile range (IQR)	60492

Descriptive statistics

Standard deviation	32777.191
Coefficient of variation (CV)	0.0016275239
Kurtosis	-1.4110171
Mean	20139299
Median Absolute Deviation (MAD)	29982
Skewness	-0.21895971
Sum	1.3090544 × 10⁹
Variance	1.0743443 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20131121	2	< 0.1%
20170710	2	< 0.1%
20090423	2	< 0.1%
20160108	1	< 0.1%
20180611	1	< 0.1%
20170620	1	< 0.1%
20161014	1	< 0.1%
20171012	1	< 0.1%
20180720	1	< 0.1%
20180608	1	< 0.1%
Other values (52)	52	1.1%
(Missing)	4557	98.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20090128	1	< 0.1%
20090204	1	< 0.1%
20090209	1	< 0.1%
20090423	2	< 0.1%
20090515	1	< 0.1%
20090604	1	< 0.1%
20090717	1	< 0.1%
20090810	1	< 0.1%
20090812	1	< 0.1%
20091231	1	< 0.1%

Value	Count	Frequency (%)
20181005	1	< 0.1%
20180918	1	< 0.1%
20180912	1	< 0.1%
20180904	1	< 0.1%
20180720	1	< 0.1%
20180702	1	< 0.1%
20180614	1	< 0.1%
20180611	1	< 0.1%
20180608	1	< 0.1%
20180601	1	< 0.1%

영업상태코드
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	36.2 KiB

1	2298
3	2239
4	84
2	1

Length

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

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
1	2298	49.7%
3	2239	48.4%
4	84	1.8%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	2298	49.7%
3	2239	48.4%
4	84	1.8%
2	1	< 0.1%

영업상태명
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	36.2 KiB

영업/정상	2298
폐업	2239
취소/말소/만료/정지/중지	84
휴업	1

Length

Max length	14
Median length	5
Mean length	3.7096495
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	2298	49.7%
폐업	2239	48.4%
취소/말소/만료/정지/중지	84	1.8%
휴업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	2298	49.7%
폐업	2239	48.4%
취소/말소/만료/정지/중지	84	1.8%
휴업	1	< 0.1%

상세영업상태코드
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	36.2 KiB

13	2298
3	2239
24	83
2	1
25	1

Length

Max length	2
Median length	2
Mean length	1.5153613
Min length	1

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	13
2nd row	13
3rd row	13
4th row	13
5th row	13

Common Values

Value	Count	Frequency (%)
13	2298	49.7%
3	2239	48.4%
24	83	1.8%
2	1	< 0.1%
25	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
13	2298	49.7%
3	2239	48.4%
24	83	1.8%
2	1	< 0.1%
25	1	< 0.1%

상세영업상태명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	36.2 KiB

영업중	2298
폐업	2239
직권폐업	83
휴업	1
영업정지	1

Length

Max length	4
Median length	3
Mean length	2.5335353
Min length	2

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
영업중	2298	49.7%
폐업	2239	48.4%
직권폐업	83	1.8%
휴업	1	< 0.1%
영업정지	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	2298	49.7%
폐업	2239	48.4%
직권폐업	83	1.8%
휴업	1	< 0.1%
영업정지	1	< 0.1%

폐업일자
Date

MISSING

Distinct	1480
Distinct (%)	77.6%
Missing	2715
Missing (%)	58.7%
Memory size	36.2 KiB

Minimum	1998-04-07 00:00:00
Maximum	2024-05-27 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Real number (ℝ)

MISSING

Distinct	134
Distinct (%)	62.0%
Missing	4406
Missing (%)	95.3%
Infinite	0
Infinite (%)	0.0%
Mean	20050464

Minimum	19980407
Maximum	20210114
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	40.8 KiB

Quantile statistics

Minimum	19980407
5-th percentile	19990188
Q1	20050711
median	20060317
Q3	20060828
95-th percentile	20080619
Maximum	20210114
Range	229707
Interquartile range (IQR)	10117.5

Descriptive statistics

Standard deviation	31032.198
Coefficient of variation (CV)	0.0015477047
Kurtosis	4.7293023
Mean	20050464
Median Absolute Deviation (MAD)	9514
Skewness	0.028840774
Sum	4.3309003 × 10⁹
Variance	9.6299733 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20060317	64	1.4%
20071016	5	0.1%
20050801	4	0.1%
20050727	3	0.1%
19990713	3	0.1%
20061013	3	0.1%
20051129	2	< 0.1%
20050803	2	< 0.1%
20060224	2	< 0.1%
20060721	2	< 0.1%
Other values (124)	126	2.7%
(Missing)	4406	95.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19980407	1	< 0.1%
19980427	1	< 0.1%
19980601	1	< 0.1%
19980623	1	< 0.1%
19980716	1	< 0.1%
19980817	1	< 0.1%
19980826	1	< 0.1%
19980903	1	< 0.1%
19980917	1	< 0.1%
19981204	1	< 0.1%

Value	Count	Frequency (%)
20210114	1	< 0.1%
20190228	1	< 0.1%
20081021	1	< 0.1%
20081009	1	< 0.1%
20080910	1	< 0.1%
20080827	1	< 0.1%
20080821	1	< 0.1%
20080820	1	< 0.1%
20080624	1	< 0.1%
20080623	1	< 0.1%

휴업종료일자
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	36.2 KiB

<NA>	4620
20200228	1
20210731	1

Length

Max length	8
Median length	4
Mean length	4.0017309
Min length	4

Unique

Unique	2 ?
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>	4620	> 99.9%
20200228	1	< 0.1%
20210731	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4620	> 99.9%
20200228	1	< 0.1%
20210731	1	< 0.1%

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4622
Missing (%)	100.0%
Memory size	40.8 KiB

전화번호
Text

MISSING

Distinct	3557
Distinct (%)	94.2%
Missing	844
Missing (%)	18.3%
Memory size	36.2 KiB

Length

Max length	18
Median length	17
Mean length	10.09423
Min length	3

Characters and Unicode

Total characters	38136
Distinct characters	15
Distinct categories	5 ?
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	3364 ?
Unique (%)	89.0%

Sample

1st row	07077125546
2nd row	02-308-6662
3rd row	02-499-9333
4th row	02-2651-1002
5th row	02-387-8854

Value	Count	Frequency (%)
02-354-6741	6	0.2%
02-932-3005	5	0.1%
3482-2203	4	0.1%
02-309-1333	4	0.1%
02-930-7468	4	0.1%
02-780-7478	3	0.1%
02-373-3389	3	0.1%
02-6406-0595	3	0.1%
517-5308	3	0.1%
02	3	0.1%
Other values (3546)	3740	99.0%

Most occurring characters

Value	Count	Frequency (%)
-	5990	15.7%
0	5587	14.7%
2	5295	13.9%
3	3194	8.4%
5	2733	7.2%
7	2733	7.2%
1	2682	7.0%
4	2570	6.7%
8	2478	6.5%
6	2450	6.4%
Other values (5)	2424	6.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	32136	84.3%
Dash Punctuation	5990	15.7%
Other Punctuation	5	< 0.1%
Close Punctuation	4	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5587	17.4%
2	5295	16.5%
3	3194	9.9%
5	2733	8.5%
7	2733	8.5%
1	2682	8.3%
4	2570	8.0%
8	2478	7.7%
6	2450	7.6%
9	2414	7.5%

Other Punctuation

Value	Count	Frequency (%)
,	4	80.0%
.	1	20.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5990	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	38136	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	5990	15.7%
0	5587	14.7%
2	5295	13.9%
3	3194	8.4%
5	2733	7.2%
7	2733	7.2%
1	2682	7.0%
4	2570	6.7%
8	2478	6.5%
6	2450	6.4%
Other values (5)	2424	6.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	38136	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	5990	15.7%
0	5587	14.7%
2	5295	13.9%
3	3194	8.4%
5	2733	7.2%
7	2733	7.2%
1	2682	7.0%
4	2570	6.7%
8	2478	6.5%
6	2450	6.4%
Other values (5)	2424	6.4%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4622
Missing (%)	100.0%
Memory size	40.8 KiB

소재지우편번호
Text

MISSING

Distinct	1203
Distinct (%)	47.8%
Missing	2103
Missing (%)	45.5%
Memory size	36.2 KiB

Length

Max length	7
Median length	6
Mean length	6.0389043
Min length	5

Characters and Unicode

Total characters	15212
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	730 ?
Unique (%)	29.0%

Sample

1st row	121-250
2nd row	100-805
3rd row	133-823
4th row	158-054
5th row	136-817

Value	Count	Frequency (%)
100804	67	2.7%
100094	29	1.2%
100011	24	1.0%
100092	19	0.8%
139205	16	0.6%
150010	15	0.6%
121210	15	0.6%
100802	15	0.6%
100762	14	0.6%
139200	14	0.6%
Other values (1193)	2291	90.9%

Most occurring characters

Value	Count	Frequency (%)
1	3663	24.1%
0	2742	18.0%
8	1671	11.0%
3	1630	10.7%
2	1417	9.3%
5	1246	8.2%
4	787	5.2%
9	763	5.0%
7	692	4.5%
6	499	3.3%
Other values (2)	102	0.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15110	99.3%
Dash Punctuation	100	0.7%
Space Separator	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	3663	24.2%
0	2742	18.1%
8	1671	11.1%
3	1630	10.8%
2	1417	9.4%
5	1246	8.2%
4	787	5.2%
9	763	5.0%
7	692	4.6%
6	499	3.3%

Dash Punctuation

Value	Count	Frequency (%)
-	100	100.0%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	15212	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	3663	24.1%
0	2742	18.0%
8	1671	11.0%
3	1630	10.7%
2	1417	9.3%
5	1246	8.2%
4	787	5.2%
9	763	5.0%
7	692	4.5%
6	499	3.3%
Other values (2)	102	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15212	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	3663	24.1%
0	2742	18.0%
8	1671	11.0%
3	1630	10.7%
2	1417	9.3%
5	1246	8.2%
4	787	5.2%
9	763	5.0%
7	692	4.5%
6	499	3.3%
Other values (2)	102	0.7%

지번주소
Text

MISSING

Distinct	4177
Distinct (%)	95.1%
Missing	232
Missing (%)	5.0%
Memory size	36.2 KiB

Length

Max length	52
Median length	46
Mean length	25.387927
Min length	6

Characters and Unicode

Total characters	111453
Distinct characters	536
Distinct categories	13 ?
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	4012 ?
Unique (%)	91.4%

Sample

1st row	서울특별시 강남구 신사동 532-2
2nd row	서울특별시 마포구 성산2동200-364
3rd row	서울특별시 광진구 화양동 6-1
4th row	서울특별시 양천구 신정동 323번지 9호 이스타빌
5th row	서울특별시 은평구 신사동 7-4

Value	Count	Frequency (%)
서울특별시	4105	18.1%
1층	530	2.3%
중구	453	2.0%
1호	341	1.5%
강남구	303	1.3%
영등포구	297	1.3%
강동구	210	0.9%
송파구	207	0.9%
은평구	203	0.9%
마포구	198	0.9%
Other values (4785)	15838	69.8%

Most occurring characters

Value	Count	Frequency (%)
	18520	16.6%
1	5697	5.1%
서	4909	4.4%
동	4908	4.4%
구	4526	4.1%
시	4350	3.9%
울	4274	3.8%
별	4243	3.8%
특	4240	3.8%
지	3484	3.1%
Other values (526)	52302	46.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	67972	61.0%
Decimal Number	22814	20.5%
Space Separator	18520	16.6%
Dash Punctuation	1105	1.0%
Uppercase Letter	372	0.3%
Other Punctuation	214	0.2%
Close Punctuation	181	0.2%
Open Punctuation	181	0.2%
Lowercase Letter	66	0.1%
Math Symbol	24	< 0.1%
Other values (3)	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	4909	7.2%
동	4908	7.2%
구	4526	6.7%
시	4350	6.4%
울	4274	6.3%
별	4243	6.2%
특	4240	6.2%
지	3484	5.1%
호	3340	4.9%
번	3112	4.6%
Other values (457)	26586	39.1%

Uppercase Letter

Value	Count	Frequency (%)
B	72	19.4%
A	41	11.0%
S	28	7.5%
C	23	6.2%
K	22	5.9%
D	22	5.9%
G	20	5.4%
E	17	4.6%
L	16	4.3%
T	16	4.3%
Other values (16)	95	25.5%

Lowercase Letter

Value	Count	Frequency (%)
e	13	19.7%
o	9	13.6%
a	7	10.6%
r	5	7.6%
i	4	6.1%
s	4	6.1%
u	4	6.1%
n	4	6.1%
b	2	3.0%
q	2	3.0%
Other values (8)	12	18.2%

Decimal Number

Value	Count	Frequency (%)
1	5697	25.0%
2	3059	13.4%
3	2515	11.0%
4	2026	8.9%
5	1918	8.4%
0	1842	8.1%
6	1692	7.4%
7	1413	6.2%
8	1382	6.1%
9	1270	5.6%

Other Punctuation

Value	Count	Frequency (%)
,	174	81.3%
.	16	7.5%
/	14	6.5%
@	7	3.3%
&	2	0.9%
?	1	0.5%

Letter Number

Value	Count	Frequency (%)
Ⅰ	1	50.0%
Ⅱ	1	50.0%

Space Separator

Value	Count	Frequency (%)
	18520	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1105	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	181	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	181	100.0%

Math Symbol

Value	Count	Frequency (%)
~	24	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	67973	61.0%
Common	43040	38.6%
Latin	440	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	4909	7.2%
동	4908	7.2%
구	4526	6.7%
시	4350	6.4%
울	4274	6.3%
별	4243	6.2%
특	4240	6.2%
지	3484	5.1%
호	3340	4.9%
번	3112	4.6%
Other values (458)	26587	39.1%

Latin

Value	Count	Frequency (%)
B	72	16.4%
A	41	9.3%
S	28	6.4%
C	23	5.2%
K	22	5.0%
D	22	5.0%
G	20	4.5%
E	17	3.9%
L	16	3.6%
T	16	3.6%
Other values (36)	163	37.0%

Common

Value	Count	Frequency (%)
	18520	43.0%
1	5697	13.2%
2	3059	7.1%
3	2515	5.8%
4	2026	4.7%
5	1918	4.5%
0	1842	4.3%
6	1692	3.9%
7	1413	3.3%
8	1382	3.2%
Other values (12)	2976	6.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	67972	61.0%
ASCII	43478	39.0%
Number Forms	2	< 0.1%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	18520	42.6%
1	5697	13.1%
2	3059	7.0%
3	2515	5.8%
4	2026	4.7%
5	1918	4.4%
0	1842	4.2%
6	1692	3.9%
7	1413	3.2%
8	1382	3.2%
Other values (56)	3414	7.9%

Hangul

Value	Count	Frequency (%)
서	4909	7.2%
동	4908	7.2%
구	4526	6.7%
시	4350	6.4%
울	4274	6.3%
별	4243	6.2%
특	4240	6.2%
지	3484	5.1%
호	3340	4.9%
번	3112	4.6%
Other values (457)	26586	39.1%

Number Forms

Value	Count	Frequency (%)
Ⅰ	1	50.0%
Ⅱ	1	50.0%

None

Value	Count	Frequency (%)
㈜	1	100.0%

도로명주소
Text

MISSING

Distinct	3591
Distinct (%)	96.5%
Missing	902
Missing (%)	19.5%
Memory size	36.2 KiB

Length

Max length	72
Median length	54
Mean length	31.324731
Min length	12

Characters and Unicode

Total characters	116528
Distinct characters	555
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	3478 ?
Unique (%)	93.5%

Sample

1st row	서울특별시 강남구 압구정로10길 11, 1층 (신사동)
2nd row	서울특별시 마포구 월드컵북로 188 (성산동)
3rd row	서울특별시 중구 장충단로13길 20, 현대시티타워 지하1층 (을지로6가)
4th row	서울특별시 광진구 능동로 103, 1층 2-2호 (화양동)
5th row	서울특별시 양천구 목동서로 377, 이스타빌 A동 2층 209호 (신정동)

Value	Count	Frequency (%)
서울특별시	3718	16.1%
1층	954	4.1%
중구	361	1.6%
강남구	325	1.4%
영등포구	228	1.0%
송파구	211	0.9%
마포구	196	0.8%
서초구	189	0.8%
2층	174	0.8%
강서구	163	0.7%
Other values (4139)	16570	71.8%

Most occurring characters

Value	Count	Frequency (%)
	19386	16.6%
1	4884	4.2%
동	4586	3.9%
서	4552	3.9%
로	4051	3.5%
구	4026	3.5%
시	3989	3.4%
울	3790	3.3%
)	3751	3.2%
(	3750	3.2%
Other values (545)	59763	51.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	68472	58.8%
Space Separator	19386	16.6%
Decimal Number	16882	14.5%
Close Punctuation	3751	3.2%
Open Punctuation	3750	3.2%
Other Punctuation	3307	2.8%
Uppercase Letter	430	0.4%
Dash Punctuation	419	0.4%
Lowercase Letter	95	0.1%
Math Symbol	33	< 0.1%
Other values (2)	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	4586	6.7%
서	4552	6.6%
로	4051	5.9%
구	4026	5.9%
시	3989	5.8%
울	3790	5.5%
별	3720	5.4%
특	3719	5.4%
층	1606	2.3%
대	1250	1.8%
Other values (482)	33183	48.5%

Uppercase Letter

Value	Count	Frequency (%)
B	91	21.2%
A	49	11.4%
S	35	8.1%
C	31	7.2%
E	22	5.1%
G	19	4.4%
L	18	4.2%
D	18	4.2%
N	17	4.0%
T	16	3.7%
Other values (15)	114	26.5%

Lowercase Letter

Value	Count	Frequency (%)
e	19	20.0%
o	13	13.7%
n	10	10.5%
i	9	9.5%
a	8	8.4%
u	7	7.4%
r	7	7.4%
s	6	6.3%
q	4	4.2%
g	3	3.2%
Other values (5)	9	9.5%

Decimal Number

Value	Count	Frequency (%)
1	4884	28.9%
2	2492	14.8%
3	1731	10.3%
0	1550	9.2%
4	1369	8.1%
5	1223	7.2%
6	1110	6.6%
7	916	5.4%
8	857	5.1%
9	750	4.4%

Other Punctuation

Value	Count	Frequency (%)
,	3300	99.8%
@	2	0.1%
?	2	0.1%
&	2	0.1%
.	1	< 0.1%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	50.0%
Ⅰ	1	50.0%

Space Separator

Value	Count	Frequency (%)
	19386	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3751	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3750	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	419	100.0%

Math Symbol

Value	Count	Frequency (%)
~	33	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	68473	58.8%
Common	47528	40.8%
Latin	527	0.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	4586	6.7%
서	4552	6.6%
로	4051	5.9%
구	4026	5.9%
시	3989	5.8%
울	3790	5.5%
별	3720	5.4%
특	3719	5.4%
층	1606	2.3%
대	1250	1.8%
Other values (483)	33184	48.5%

Latin

Value	Count	Frequency (%)
B	91	17.3%
A	49	9.3%
S	35	6.6%
C	31	5.9%
E	22	4.2%
e	19	3.6%
G	19	3.6%
L	18	3.4%
D	18	3.4%
N	17	3.2%
Other values (32)	208	39.5%

Common

Value	Count	Frequency (%)
	19386	40.8%
1	4884	10.3%
)	3751	7.9%
(	3750	7.9%
,	3300	6.9%
2	2492	5.2%
3	1731	3.6%
0	1550	3.3%
4	1369	2.9%
5	1223	2.6%
Other values (10)	4092	8.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	68472	58.8%
ASCII	48053	41.2%
Number Forms	2	< 0.1%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	19386	40.3%
1	4884	10.2%
)	3751	7.8%
(	3750	7.8%
,	3300	6.9%
2	2492	5.2%
3	1731	3.6%
0	1550	3.2%
4	1369	2.8%
5	1223	2.5%
Other values (50)	4617	9.6%

Hangul

Value	Count	Frequency (%)
동	4586	6.7%
서	4552	6.6%
로	4051	5.9%
구	4026	5.9%
시	3989	5.8%
울	3790	5.5%
별	3720	5.4%
특	3719	5.4%
층	1606	2.3%
대	1250	1.8%
Other values (482)	33183	48.5%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	50.0%
Ⅰ	1	50.0%

None

Value	Count	Frequency (%)
㈜	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	1953
Distinct (%)	55.6%
Missing	1112
Missing (%)	24.1%
Infinite	0
Infinite (%)	0.0%
Mean	17411.763

Minimum	1006
Maximum	158839
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	40.8 KiB

Quantile statistics

Minimum	1006
5-th percentile	1686.5
Q1	3925
median	5558
Q3	7599
95-th percentile	135926.95
Maximum	158839
Range	157833
Interquartile range (IQR)	3674

Descriptive statistics

Standard deviation	38217.504
Coefficient of variation (CV)	2.1949244
Kurtosis	6.3689242
Mean	17411.763
Median Absolute Deviation (MAD)	1848
Skewness	2.8540131
Sum	61115289
Variance	1.4605776 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4528	76	1.6%
4529	36	0.8%
4536	21	0.5%
4563	18	0.4%
4527	16	0.3%
4535	14	0.3%
6018	13	0.3%
4532	13	0.3%
8776	12	0.3%
4049	11	0.2%
Other values (1943)	3280	71.0%
(Missing)	1112	24.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1006	1	< 0.1%
1009	1	< 0.1%
1011	1	< 0.1%
1036	1	< 0.1%
1038	1	< 0.1%
1039	1	< 0.1%
1040	1	< 0.1%
1043	1	< 0.1%
1044	1	< 0.1%
1051	2	< 0.1%

Value	Count	Frequency (%)
158839	1	< 0.1%
158093	1	< 0.1%
158077	1	< 0.1%
158074	2	< 0.1%
158072	1	< 0.1%
158054	1	< 0.1%
158053	1	< 0.1%
158051	2	< 0.1%
157924	1	< 0.1%
157879	1	< 0.1%

사업장명
Text

Distinct	3636
Distinct (%)	78.7%
Missing	0
Missing (%)	0.0%
Memory size	36.2 KiB

Length

Max length	29
Median length	24
Mean length	7.0646906
Min length	2

Characters and Unicode

Total characters	32653
Distinct characters	672
Distinct categories	12 ?
Distinct scripts	4 ?
Distinct blocks	4 ?

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

Unique

Unique	3127 ?
Unique (%)	67.7%

Sample

1st row	씨샵 가로수길 플래그쉽
2nd row	안경상회 마포성산점
3rd row	룩옵티컬 현대아울렛동대문점
4th row	오렌즈 건대입구점
5th row	으뜸플러스안경 목동점

Value	Count	Frequency (%)
안경원	72	1.3%
안경	70	1.3%
오렌즈	62	1.1%
으뜸50안경	56	1.0%
렌즈미	30	0.5%
안경콘택트	25	0.5%
룩옵티컬	24	0.4%
안경박사	22	0.4%
으뜸플러스안경	22	0.4%
안경나라	19	0.3%
Other values (3643)	5095	92.7%

Most occurring characters

Value	Count	Frequency (%)
안	3883	11.9%
경	3860	11.8%
원	1303	4.0%
점	1054	3.2%
이	910	2.8%
	878	2.7%
스	831	2.5%
아	745	2.3%
트	587	1.8%
리	467	1.4%
Other values (662)	18135	55.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	29233	89.5%
Space Separator	878	2.7%
Uppercase Letter	709	2.2%
Decimal Number	536	1.6%
Close Punctuation	414	1.3%
Open Punctuation	414	1.3%
Lowercase Letter	384	1.2%
Other Punctuation	65	0.2%
Dash Punctuation	14	< 0.1%
Other Symbol	3	< 0.1%
Other values (2)	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
안	3883	13.3%
경	3860	13.2%
원	1303	4.5%
점	1054	3.6%
이	910	3.1%
스	831	2.8%
아	745	2.5%
트	587	2.0%
리	467	1.6%
즈	364	1.2%
Other values (586)	15229	52.1%

Uppercase Letter

Value	Count	Frequency (%)
E	85	12.0%
O	79	11.1%
A	68	9.6%
S	53	7.5%
L	51	7.2%
C	40	5.6%
M	32	4.5%
T	31	4.4%
I	29	4.1%
N	25	3.5%
Other values (15)	216	30.5%

Lowercase Letter

Value	Count	Frequency (%)
e	68	17.7%
o	57	14.8%
y	31	8.1%
n	27	7.0%
r	24	6.2%
a	22	5.7%
s	22	5.7%
i	18	4.7%
t	17	4.4%
d	16	4.2%
Other values (13)	82	21.4%

Decimal Number

Value	Count	Frequency (%)
0	227	42.4%
1	117	21.8%
5	104	19.4%
2	41	7.6%
9	17	3.2%
3	10	1.9%
4	7	1.3%
7	6	1.1%
8	5	0.9%
6	2	0.4%

Other Punctuation

Value	Count	Frequency (%)
.	36	55.4%
?	9	13.8%
,	8	12.3%
&	7	10.8%
＆	1	1.5%
/	1	1.5%
#	1	1.5%
＃	1	1.5%
:	1	1.5%

Close Punctuation

Value	Count	Frequency (%)
)	413	99.8%
]	1	0.2%

Open Punctuation

Value	Count	Frequency (%)
(	413	99.8%
[	1	0.2%

Space Separator

Value	Count	Frequency (%)
	878	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	14	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	3	100.0%

Math Symbol

Value	Count	Frequency (%)
+	2	100.0%

Currency Symbol

Value	Count	Frequency (%)
￦	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	29233	89.5%
Common	2324	7.1%
Latin	1093	3.3%
Han	3	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
안	3883	13.3%
경	3860	13.2%
원	1303	4.5%
점	1054	3.6%
이	910	3.1%
스	831	2.8%
아	745	2.5%
트	587	2.0%
리	467	1.6%
즈	364	1.2%
Other values (585)	15229	52.1%

Latin

Value	Count	Frequency (%)
E	85	7.8%
O	79	7.2%
A	68	6.2%
e	68	6.2%
o	57	5.2%
S	53	4.8%
L	51	4.7%
C	40	3.7%
M	32	2.9%
y	31	2.8%
Other values (38)	529	48.4%

Common

Value	Count	Frequency (%)
	878	37.8%
)	413	17.8%
(	413	17.8%
0	227	9.8%
1	117	5.0%
5	104	4.5%
2	41	1.8%
.	36	1.5%
9	17	0.7%
-	14	0.6%
Other values (17)	64	2.8%

Han

Value	Count	Frequency (%)
人	2	66.7%
中	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	29230	89.5%
ASCII	3414	10.5%
None	6	< 0.1%
CJK	3	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
안	3883	13.3%
경	3860	13.2%
원	1303	4.5%
점	1054	3.6%
이	910	3.1%
스	831	2.8%
아	745	2.5%
트	587	2.0%
리	467	1.6%
즈	364	1.2%
Other values (584)	15226	52.1%

ASCII

Value	Count	Frequency (%)
	878	25.7%
)	413	12.1%
(	413	12.1%
0	227	6.6%
1	117	3.4%
5	104	3.0%
E	85	2.5%
O	79	2.3%
A	68	2.0%
e	68	2.0%
Other values (62)	962	28.2%

None

Value	Count	Frequency (%)
㈜	3	50.0%
￦	1	16.7%
＆	1	16.7%
＃	1	16.7%

CJK

Value	Count	Frequency (%)
人	2	66.7%
中	1	33.3%

최종수정일자
Date

Distinct	4204
Distinct (%)	91.0%
Missing	0
Missing (%)	0.0%
Memory size	36.2 KiB

Minimum	2008-12-06 09:08:23
Maximum	2024-05-16 16:44:49

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	36.2 KiB

I	2933
U	1689

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	2933	63.5%
U	1689	36.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	2933	63.5%
u	1689	36.5%

데이터갱신일자
Date

Distinct	1036
Distinct (%)	22.4%
Missing	0
Missing (%)	0.0%
Memory size	36.2 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	4622
Missing (%)	100.0%
Memory size	40.8 KiB

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	3061
Distinct (%)	82.2%
Missing	899
Missing (%)	19.5%
Infinite	0
Infinite (%)	0.0%
Mean	198998.95

Minimum	182028.31
Maximum	215426.03
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	40.8 KiB

Quantile statistics

Minimum	182028.31
5-th percentile	186930.09
Q1	193090.78
median	199050.53
Q3	204520.31
95-th percentile	210889.62
Maximum	215426.03
Range	33397.722
Interquartile range (IQR)	11429.531

Descriptive statistics

Standard deviation	7182.0193
Coefficient of variation (CV)	0.036090739
Kurtosis	-0.81197733
Mean	198998.95
Median Absolute Deviation (MAD)	5772.8281
Skewness	-0.090023442
Sum	7.408731 × 10⁸
Variance	51581402
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
197864.564761519	22	0.5%
197902.146082898	15	0.3%
198315.532747026	12	0.3%
198354.121882082	12	0.3%
200703.625559248	11	0.2%
208589.363343145	11	0.2%
190232.524534335	9	0.2%
200664.582936542	9	0.2%
208937.760652081	8	0.2%
182524.823835629	7	0.2%
Other values (3051)	3607	78.0%
(Missing)	899	19.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
182028.306204	1	< 0.1%
182524.823835629	7	0.2%
182876.367858149	2	< 0.1%
182940.995178251	1	< 0.1%
183030.868557234	1	< 0.1%
183129.098346591	1	< 0.1%
183130.915788053	1	< 0.1%
183166.343309141	1	< 0.1%
183211.887600153	1	< 0.1%
183236.659082702	1	< 0.1%

Value	Count	Frequency (%)
215426.028109	1	< 0.1%
215400.574803	1	< 0.1%
215384.844269	1	< 0.1%
215361.163713829	1	< 0.1%
215289.815449411	1	< 0.1%
215214.453823181	1	< 0.1%
215194.400879055	1	< 0.1%
215101.359476309	1	< 0.1%
214987.563823481	1	< 0.1%
214973.882389563	1	< 0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	3059
Distinct (%)	82.2%
Missing	899
Missing (%)	19.5%
Infinite	0
Infinite (%)	0.0%
Mean	449229.09

Minimum	410746.74
Maximum	464638.13
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	40.8 KiB

Quantile statistics

Minimum	410746.74
5-th percentile	441953.8
Q1	444905.46
median	449188.97
Q3	452092.35
95-th percentile	459608.54
Maximum	464638.13
Range	53891.39
Interquartile range (IQR)	7186.8919

Descriptive statistics

Standard deviation	5400.3746
Coefficient of variation (CV)	0.012021427
Kurtosis	1.0612334
Mean	449229.09
Median Absolute Deviation (MAD)	3737.3854
Skewness	0.27897798
Sum	1.6724799 × 10⁹
Variance	29164046
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
450776.970697936	22	0.5%
450720.711316548	15	0.3%
451248.141599825	12	0.3%
451309.736293852	12	0.3%
445455.90405262	11	0.2%
451836.458256618	11	0.2%
451781.8683954	9	0.2%
444978.682746138	9	0.2%
442873.588039887	8	0.2%
445963.384875409	7	0.2%
Other values (3049)	3607	78.0%
(Missing)	899	19.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
410746.743609205	1	< 0.1%
412876.819130805	1	< 0.1%
421245.44916551	1	< 0.1%
437689.38449215	1	< 0.1%
437777.824339474	1	< 0.1%
437914.06299827	1	< 0.1%
438365.613175801	1	< 0.1%
438518.811960006	1	< 0.1%
438520.182013694	1	< 0.1%
438636.970338125	1	< 0.1%

Value	Count	Frequency (%)
464638.133327247	1	< 0.1%
464625.423162623	1	< 0.1%
464474.910004698	1	< 0.1%
464174.850719823	1	< 0.1%
464092.187505065	1	< 0.1%
464080.593904719	1	< 0.1%
463911.244365486	1	< 0.1%
463898.141439795	1	< 0.1%
463871.943605684	1	< 0.1%
463857.044652327	1	< 0.1%

시력표수
Categorical

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	36.2 KiB

1	2759
0	956
<NA>	812
2	86
3	8

Length

Max length	4
Median length	1
Mean length	1.5270446
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 (%)
1	2759	59.7%
0	956	20.7%
<NA>	812	17.6%
2	86	1.9%
3	8	0.2%
5	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	2759	59.7%
0	956	20.7%
na	812	17.6%
2	86	1.9%
3	8	0.2%
5	1	< 0.1%

표본렌즈수
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	11
Distinct (%)	0.3%
Missing	886
Missing (%)	19.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.0711991

Minimum	0
Maximum	1000
Zeros	1023
Zeros (%)	22.1%
Negative	0
Negative (%)	0.0%
Memory size	40.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	1000
Range	1000
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	16.441785
Coefficient of variation (CV)	15.348952
Kurtosis	3651.1882
Mean	1.0711991
Median Absolute Deviation (MAD)	0
Skewness	60.134404
Sum	4002
Variance	270.33228
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1	2608	56.4%
0	1023	22.1%
2	77	1.7%
3	15	0.3%
10	6	0.1%
5	2	< 0.1%
15	1	< 0.1%
100	1	< 0.1%
4	1	< 0.1%
6	1	< 0.1%
(Missing)	886	19.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1023	22.1%
1	2608	56.4%
2	77	1.7%
3	15	0.3%
4	1	< 0.1%
5	2	< 0.1%
6	1	< 0.1%
10	6	0.1%
15	1	< 0.1%
100	1	< 0.1%

Value	Count	Frequency (%)
1000	1	< 0.1%
100	1	< 0.1%
15	1	< 0.1%
10	6	0.1%
6	1	< 0.1%
5	2	< 0.1%
4	1	< 0.1%
3	15	0.3%
2	77	1.7%
1	2608	56.4%

측정의자수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	0.2%
Missing	885
Missing (%)	19.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.76264383

Minimum	0
Maximum	8
Zeros	1031
Zeros (%)	22.3%
Negative	0
Negative (%)	0.0%
Memory size	40.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	8
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.53126679
Coefficient of variation (CV)	0.69661193
Kurtosis	11.081171
Mean	0.76264383
Median Absolute Deviation (MAD)	0
Skewness	0.76767502
Sum	2850
Variance	0.2822444
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	2587	56.0%
0	1031	22.3%
2	103	2.2%
3	12	0.3%
4	2	< 0.1%
8	1	< 0.1%
5	1	< 0.1%
(Missing)	885	19.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1031	22.3%
1	2587	56.0%
2	103	2.2%
3	12	0.3%
4	2	< 0.1%
5	1	< 0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
8	1	< 0.1%
5	1	< 0.1%
4	2	< 0.1%
3	12	0.3%
2	103	2.2%
1	2587	56.0%
0	1031	22.3%

동공거리측정기수
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	0.3%
Missing	824
Missing (%)	17.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.83070037

Minimum	0
Maximum	20
Zeros	962
Zeros (%)	20.8%
Negative	0
Negative (%)	0.0%
Memory size	40.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	20
Range	20
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.80819811
Coefficient of variation (CV)	0.9729117
Kurtosis	187.31262
Mean	0.83070037
Median Absolute Deviation (MAD)	0
Skewness	9.4095997
Sum	3155
Variance	0.65318418
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	2682	58.0%
0	962	20.8%
2	94	2.0%
3	32	0.7%
5	13	0.3%
4	6	0.1%
10	4	0.1%
7	2	< 0.1%
20	2	< 0.1%
6	1	< 0.1%
(Missing)	824	17.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	962	20.8%
1	2682	58.0%
2	94	2.0%
3	32	0.7%
4	6	0.1%
5	13	0.3%
6	1	< 0.1%
7	2	< 0.1%
10	4	0.1%
20	2	< 0.1%

Value	Count	Frequency (%)
20	2	< 0.1%
10	4	0.1%
7	2	< 0.1%
6	1	< 0.1%
5	13	0.3%
4	6	0.1%
3	32	0.7%
2	94	2.0%
1	2682	58.0%
0	962	20.8%

정점굴절계기수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	0.2%
Missing	816
Missing (%)	17.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.88439306

Minimum	0
Maximum	6
Zeros	957
Zeros (%)	20.7%
Negative	0
Negative (%)	0.0%
Memory size	40.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	2
Maximum	6
Range	6
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.66627664
Coefficient of variation (CV)	0.75337162
Kurtosis	4.1667141
Mean	0.88439306
Median Absolute Deviation (MAD)	0
Skewness	1.0523352
Sum	3366
Variance	0.44392456
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	2434	52.7%
0	957	20.7%
2	337	7.3%
3	60	1.3%
4	13	0.3%
5	4	0.1%
6	1	< 0.1%
(Missing)	816	17.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	957	20.7%
1	2434	52.7%
2	337	7.3%
3	60	1.3%
4	13	0.3%
5	4	0.1%
6	1	< 0.1%

Value	Count	Frequency (%)
6	1	< 0.1%
5	4	0.1%
4	13	0.3%
3	60	1.3%
2	337	7.3%
1	2434	52.7%
0	957	20.7%

조제용연마기수
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	36.2 KiB

1	2586
0	1054
<NA>	911
2	71

Length

Max length	4
Median length	1
Mean length	1.5913025
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 (%)
1	2586	55.9%
0	1054	22.8%
<NA>	911	19.7%
2	71	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	2586	55.9%
0	1054	22.8%
na	911	19.7%
2	71	1.5%

렌즈절단기수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	0.2%
Missing	914
Missing (%)	19.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.73166127

Minimum	0
Maximum	11
Zeros	1054
Zeros (%)	22.8%
Negative	0
Negative (%)	0.0%
Memory size	40.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	11
Range	11
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.5046327
Coefficient of variation (CV)	0.68970809
Kurtosis	45.693751
Mean	0.73166127
Median Absolute Deviation (MAD)	0
Skewness	1.7990995
Sum	2713
Variance	0.25465416
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	2607	56.4%
0	1054	22.8%
2	44	1.0%
4	1	< 0.1%
3	1	< 0.1%
11	1	< 0.1%
(Missing)	914	19.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1054	22.8%
1	2607	56.4%
2	44	1.0%
3	1	< 0.1%
4	1	< 0.1%
11	1	< 0.1%

Value	Count	Frequency (%)
11	1	< 0.1%
4	1	< 0.1%
3	1	< 0.1%
2	44	1.0%
1	2607	56.4%
0	1054	22.8%

가열기수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	0.2%
Missing	912
Missing (%)	19.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.85175202

Minimum	0
Maximum	11
Zeros	1051
Zeros (%)	22.7%
Negative	0
Negative (%)	0.0%
Memory size	40.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	2
Maximum	11
Range	11
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.75146368
Coefficient of variation (CV)	0.88225641
Kurtosis	45.530319
Mean	0.85175202
Median Absolute Deviation (MAD)	0
Skewness	3.8279335
Sum	3160
Variance	0.56469766
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	2274	49.2%
0	1051	22.7%
2	319	6.9%
3	54	1.2%
4	6	0.1%
11	5	0.1%
7	1	< 0.1%
(Missing)	912	19.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1051	22.7%
1	2274	49.2%
2	319	6.9%
3	54	1.2%
4	6	0.1%
7	1	< 0.1%
11	5	0.1%

Value	Count	Frequency (%)
11	5	0.1%
7	1	< 0.1%
4	6	0.1%
3	54	1.2%
2	319	6.9%
1	2274	49.2%
0	1051	22.7%

안경세척기수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	0.2%
Missing	904
Missing (%)	19.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.85207101

Minimum	0
Maximum	7
Zeros	1047
Zeros (%)	22.7%
Negative	0
Negative (%)	0.0%
Memory size	40.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	2
Maximum	7
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.67041702
Coefficient of variation (CV)	0.78680887
Kurtosis	3.4203654
Mean	0.85207101
Median Absolute Deviation (MAD)	0
Skewness	0.89996728
Sum	3168
Variance	0.44945899
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	2258	48.9%
0	1047	22.7%
2	343	7.4%
3	59	1.3%
4	10	0.2%
7	1	< 0.1%
(Missing)	904	19.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1047	22.7%
1	2258	48.9%
2	343	7.4%
3	59	1.3%
4	10	0.2%
7	1	< 0.1%

Value	Count	Frequency (%)
7	1	< 0.1%
4	10	0.2%
3	59	1.3%
2	343	7.4%
1	2258	48.9%
0	1047	22.7%

총면적
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	1270
Distinct (%)	51.9%
Missing	2173
Missing (%)	47.0%
Infinite	0
Infinite (%)	0.0%
Mean	48.177383

Minimum	0
Maximum	6032
Zeros	463
Zeros (%)	10.0%
Negative	0
Negative (%)	0.0%
Memory size	40.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	17.02
median	35.4
Q3	60.6
95-th percentile	126.364
Maximum	6032
Range	6032
Interquartile range (IQR)	43.58

Descriptive statistics

Standard deviation	131.98011
Coefficient of variation (CV)	2.7394621
Kurtosis	1728.7805
Mean	48.177383
Median Absolute Deviation (MAD)	21.6
Skewness	38.413228
Sum	117986.41
Variance	17418.75
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	463	10.0%
1.0	29	0.6%
33.0	28	0.6%
66.0	23	0.5%
49.5	20	0.4%
30.0	16	0.3%
25.0	13	0.3%
50.0	13	0.3%
45.0	12	0.3%
26.4	12	0.3%
Other values (1260)	1820	39.4%
(Missing)	2173	47.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	463	10.0%
1.0	29	0.6%
2.0	1	< 0.1%
3.6	1	< 0.1%
5.6	1	< 0.1%
5.72	1	< 0.1%
5.9	1	< 0.1%
6.0	1	< 0.1%
6.25	1	< 0.1%
6.6	3	0.1%

Value	Count	Frequency (%)
6032.0	1	< 0.1%
952.51	1	< 0.1%
663.01	1	< 0.1%
552.99	1	< 0.1%
493.0	1	< 0.1%
398.6	1	< 0.1%
396.0	1	< 0.1%
366.67	1	< 0.1%
355.0	1	< 0.1%
354.37	1	< 0.1%

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)	시력표수	표본렌즈수	측정의자수	동공거리측정기수	정점굴절계기수	조제용연마기수	렌즈절단기수	가열기수	안경세척기수	총면적
0	3220000	PHMB220223220033082200004	2022-09-05	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	07077125546	<NA>	<NA>	서울특별시 강남구 신사동 532-2	서울특별시 강남구 압구정로10길 11, 1층 (신사동)	6028	씨샵 가로수길 플래그쉽	2023-03-03 17:21:58	U	2022-12-03 00:05:00.0	<NA>	201874.279735	446735.053982	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	3130000	PHMB219903130033082200002	1990-10-31	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-308-6662	<NA>	121-250	서울특별시 마포구 성산2동200-364	서울특별시 마포구 월드컵북로 188 (성산동)	3946	안경상회 마포성산점	2023-03-03 10:11:43	U	2022-12-03 00:05:00.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2	3010000	PHMB220173010033082200015	2017-09-29	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 중구 장충단로13길 20, 현대시티타워 지하1층 (을지로6가)	4563	룩옵티컬 현대아울렛동대문점	2023-03-07 15:16:21	U	2022-12-03 00:09:00.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3	3040000	PHMB220183040033082200005	2018-11-29	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-499-9333	<NA>	<NA>	서울특별시 광진구 화양동 6-1	서울특별시 광진구 능동로 103, 1층 2-2호 (화양동)	5017	오렌즈 건대입구점	2023-07-11 10:33:28	U	2022-12-06 23:03:00.0	<NA>	206163.281974	448682.578828	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4	3140000	PHMB220203140033082200005	2020-06-23	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2651-1002	<NA>	<NA>	서울특별시 양천구 신정동 323번지 9호 이스타빌	서울특별시 양천구 목동서로 377, 이스타빌 A동 2층 209호 (신정동)	8093	으뜸플러스안경 목동점	2023-03-08 11:26:05	U	2022-12-02 23:00:00.0	<NA>	187734.983112	446030.714521	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5	3110000	PHMB220063110032082200004	2006-11-22	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-387-8854	<NA>	<NA>	<NA>	서울특별시 은평구 갈현로 8, 신창빌딩 101호 (신사동)	3423	트랜디카안경	2023-03-08 16:06:43	U	2022-12-02 23:00:00.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	3110000	PHMB220233110032082200004	2000-09-26	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-388-8968	<NA>	<NA>	서울특별시 은평구 신사동 7-4	서울특별시 은평구 갈현로 44, 영암빌딩 (신사동)	3422	아이엔비안경원	2023-03-08 16:03:44	U	2022-12-02 23:00:00.0	<NA>	192026.412014	455494.559013	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7	3180000	PHMB220133180034082200004	2013-12-03	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2634-5030	<NA>	<NA>	서울특별시 영등포구 양평동4가 101-3	서울특별시 영등포구 양평로21길 1, 1층 (양평동4가)	7208	아이앤코안경원	2023-03-09 09:40:15	U	2022-12-02 23:01:00.0	<NA>	190558.055924	448366.233224	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8	3010000	PHMB220093010033082200004	2009-03-13	<NA>	3	폐업	3	폐업	2023-03-09	<NA>	<NA>	<NA>	755-8225	<NA>	100-805	서울특별시 중구 남창동 62번지 1호 1층	서울특별시 중구 남대문시장4길 46 (남창동,1층)	<NA>	늘푸른안경원	2023-03-09 13:31:17	U	2022-12-02 23:01:00.0	<NA>	197907.587678	450655.841466	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9	3030000	PHMB220143030033082200003	2014-09-22	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-466-1116	<NA>	133-823	서울특별시 성동구 성수동1가 656번지 387호	서울특별시 성동구 상원길 51, 1층 (성수동1가)	4789	레이안경	2023-03-10 10:43:24	U	2022-12-02 23:02:00.0	<NA>	204176.101885	449601.234752	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	시력표수	표본렌즈수	측정의자수	동공거리측정기수	정점굴절계기수	조제용연마기수	렌즈절단기수	가열기수	안경세척기수	총면적
4612	3110000	PHMB220223110032082200003	20220530	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-352-4845	<NA>	<NA>	서울특별시 은평구 역촌동 41-17 캐시아 103호	서울특별시 은평구 진흥로1길 16, 1층 103호 (역촌동, 캐시아)	3408	룩스토어역촌점	2022-05-31 17:57:42	I	2021-12-06 00:02:00.0	<NA>	192762.169651	455492.75957	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4613	3160000	PHMB220003160034082200003	2000-10-05	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2068-3356	<NA>	<NA>	서울특별시 구로구 신도림동 644번지 신도림2차동아아파트	서울특별시 구로구 경인로 643, 205동 101호 (신도림동, 신도림2차동아아파트)	8208	으뜸50 신도림점	2023-09-21 14:47:44	U	2022-12-08 22:03:00.0	<NA>	189841.350197	445153.610163	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4614	3220000	PHMB220063220033082200004	20060824	<NA>	3	폐업	3	폐업	20220520	<NA>	<NA>	<NA>	6242-7471	<NA>	<NA>	서울특별시 강남구 수서동 713번지 수서현대벤쳐빌 지하1층	서울특별시 강남구 밤고개로1길 10, 지하1층 (수서동, 수서현대벤쳐빌)	6349	예스안경원	2022-06-02 13:25:52	U	2021-12-06 00:04:00.0	<NA>	208937.760652	442873.58804	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4615	3110000	PHMB220013110032082200001	20010206	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-3157-0001	<NA>	122847	서울특별시 은평구 불광동 631번지 1호 106호	서울특별시 은평구 불광로 90, 106호 (불광동)	3364	불광그랑프리안경	2022-06-02 16:00:15	U	2021-12-06 00:04:00.0	<NA>	194002.701727	456937.54251	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4616	3130000	PHMB220223130033082200003	20220520	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	070-8648-1718	<NA>	<NA>	서울특별시 마포구 상수동 311-8	서울특별시 마포구 독막로15길 13-5, 지층 (상수동)	4049	안경진정성홍대점	2022-06-23 14:54:42	U	2021-12-05 22:05:00.0	<NA>	193030.141867	449565.338478	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4617	3060000	PHMB220193060034082200003	20190625	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-434-1008	<NA>	<NA>	서울특별시 중랑구 면목동 1092-21	서울특별시 중랑구 용마산로 301, 1층 102호 (면목동)	2250	탑클래스 면목동점	2022-06-07 10:17:14	U	2021-12-06 00:09:00.0	<NA>	208028.4563	453008.512652	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4618	3130000	PHMB220173130033082200010	20170925	<NA>	3	폐업	3	폐업	20220529	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 마포구 어울마당로 36, RAWROW CENTER 지1층 (상수동)	4049	알디오랩 홍대점	2022-06-07 10:44:57	U	2021-12-06 00:09:00.0	<NA>	192902.63684	449559.001671	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4619	3230000	PHMB220223230034082200002	20220518	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 송파구 법원로 128, 문정에스케이브이원지엘메트로시티 1층 122호 (문정동)	5854	으뜸50안경 문정역점	2022-07-15 14:47:10	U	2021-12-06 23:07:00.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4620	3190000	PHMB220063190033082200005	20061228	<NA>	3	폐업	3	폐업	20221014	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 동작구 신대방2동 708 (18,19,20호)	서울특별시 동작구 보라매로3길 29 (신대방동)	7071	공일공 보라매 안경.콘택트	2022-10-17 12:11:00	U	2021-10-30 23:09:00.0	<NA>	193279.599095	443230.418234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4621	3220000	PHMB220223220033082200001	20220602	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 강남구 수서동 713 수서현대벤쳐빌	서울특별시 강남구 밤고개로1길 10, 수서현대벤쳐빌 (수서동)	6349	예스안경	2023-01-12 14:16:30	U	2022-11-30 23:04:00.0	<NA>	208937.760652	442873.58804	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

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)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Dash Punctuation

Close Punctuation

Math Symbol

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

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

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Letter Number

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Math Symbol

Modifier Symbol

Other Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul