gimi9 Pandas Profiling

Dataset statistics

Number of variables	26
Number of observations	10000
Missing cells	85264
Missing cells (%)	32.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.1 MiB
Average record size in memory	224.0 B

Variable types

Numeric	3
Text	9
Unsupported	4
Categorical	5
DateTime	5

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),영업내용
Author	서울특별시
URL	https://data.seoul.go.kr/dataList/OA-16060/S/1/datasetView.do

Alerts

`상세영업상태코드` is highly imbalanced (68.8%)	Imbalance
`상세영업상태명` is highly imbalanced (66.8%)	Imbalance
`인허가취소일자` has 10000 (100.0%) missing values	Missing
`폐업일자` has 3011 (30.1%) missing values	Missing
`휴업시작일자` has 9834 (98.3%) missing values	Missing
`휴업종료일자` has 9838 (98.4%) missing values	Missing
`재개업일자` has 9974 (99.7%) missing values	Missing
`전화번호` has 2409 (24.1%) missing values	Missing
`소재지면적` has 10000 (100.0%) missing values	Missing
`소재지우편번호` has 10000 (100.0%) missing values	Missing
`지번주소` has 108 (1.1%) missing values	Missing
`도로명주소` has 863 (8.6%) missing values	Missing
`도로명우편번호` has 6664 (66.6%) missing values	Missing
`업태구분명` has 10000 (100.0%) missing values	Missing
`좌표정보(X)` has 550 (5.5%) missing values	Missing
`좌표정보(Y)` has 550 (5.5%) missing values	Missing
`영업내용` has 1463 (14.6%) missing values	Missing
`관리번호` has unique values	Unique
`인허가취소일자` 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
`소재지우편번호` 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	2024-04-17 20:29:36.444452
Analysis finished	2024-04-17 20:29:38.295596
Duration	1.85 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Real number (ℝ)

Distinct	25
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3141275

Minimum	3000000
Maximum	3240000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	3000000
5-th percentile	3010000
Q1	3070000
median	3160000
Q3	3210000
95-th percentile	3230000
Maximum	3240000
Range	240000
Interquartile range (IQR)	140000

Descriptive statistics

Standard deviation	78002.903
Coefficient of variation (CV)	0.024831606
Kurtosis	-1.177973
Mean	3141275
Median Absolute Deviation (MAD)	60000
Skewness	-0.50708037
Sum	3.141275 × 10¹⁰
Variance	6.0844528 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
3210000	1211	12.1%
3220000	1092	10.9%
3010000	718	7.2%
3180000	702	7.0%
3230000	692	6.9%
3130000	596	6.0%
3030000	389	3.9%
3170000	362	3.6%
3160000	361	3.6%
3000000	354	3.5%
Other values (15)	3523	35.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3000000	354	3.5%
3010000	718	7.2%
3020000	210	2.1%
3030000	389	3.9%
3040000	261	2.6%
3050000	222	2.2%
3060000	324	3.2%
3070000	137	1.4%
3080000	187	1.9%
3090000	112	1.1%

Value	Count	Frequency (%)
3240000	329	3.3%
3230000	692	6.9%
3220000	1092	10.9%
3210000	1211	12.1%
3200000	331	3.3%
3190000	245	2.5%
3180000	702	7.0%
3170000	362	3.6%
3160000	361	3.6%
3150000	297	3.0%

관리번호
Text

UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	190000
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	10000 ?
Unique (%)	100.0%

Sample

1st row	2011323021108500003
2nd row	2004318008508200022
3rd row	2017308017408500001
4th row	2001320002408200073
5th row	2005321007808200008

Value	Count	Frequency (%)
2011323021108500003	1	< 0.1%
2010322010408500017	1	< 0.1%
2005322010408200029	1	< 0.1%
2014320014708500002	1	< 0.1%
2014300014908500005	1	< 0.1%
2009313013708500014	1	< 0.1%
2002310009708111124	1	< 0.1%
2001323014008500413	1	< 0.1%
1989321007808200010	1	< 0.1%
2003313013408500541	1	< 0.1%
Other values (9990)	9990	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	74728	39.3%
1	23212	12.2%
2	22703	11.9%
3	16559	8.7%
8	16247	8.6%
5	10700	5.6%
9	8856	4.7%
4	6705	3.5%
7	6141	3.2%
6	4146	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	189997	> 99.9%
Dash Punctuation	3	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	74728	39.3%
1	23212	12.2%
2	22703	11.9%
3	16559	8.7%
8	16247	8.6%
5	10700	5.6%
9	8856	4.7%
4	6705	3.5%
7	6141	3.2%
6	4146	2.2%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	190000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	74728	39.3%
1	23212	12.2%
2	22703	11.9%
3	16559	8.7%
8	16247	8.6%
5	10700	5.6%
9	8856	4.7%
4	6705	3.5%
7	6141	3.2%
6	4146	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	190000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	74728	39.3%
1	23212	12.2%
2	22703	11.9%
3	16559	8.7%
8	16247	8.6%
5	10700	5.6%
9	8856	4.7%
4	6705	3.5%
7	6141	3.2%
6	4146	2.2%

인허가일자
Text

Distinct	5526
Distinct (%)	55.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	10
Median length	8
Mean length	8.1458
Min length	8

Characters and Unicode

Total characters	81458
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	3189 ?
Unique (%)	31.9%

Sample

1st row	20130820
2nd row	20040709
3rd row	20170727
4th row	19880831
5th row	20050131

Value	Count	Frequency (%)
19880708	44	0.4%
19980801	30	0.3%
20121109	24	0.2%
19920831	24	0.2%
19910724	24	0.2%
20150807	24	0.2%
20080429	23	0.2%
19920420	23	0.2%
19960517	19	0.2%
19880714	19	0.2%
Other values (5516)	9746	97.5%

Most occurring characters

Value	Count	Frequency (%)
0	24273	29.8%
1	14702	18.0%
2	14423	17.7%
9	8483	10.4%
3	3423	4.2%
8	3308	4.1%
7	2908	3.6%
6	2870	3.5%
4	2857	3.5%
5	2752	3.4%
Other values (2)	1459	1.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	79999	98.2%
Dash Punctuation	1458	1.8%
Space Separator	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	24273	30.3%
1	14702	18.4%
2	14423	18.0%
9	8483	10.6%
3	3423	4.3%
8	3308	4.1%
7	2908	3.6%
6	2870	3.6%
4	2857	3.6%
5	2752	3.4%

Dash Punctuation

Value	Count	Frequency (%)
-	1458	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	81458	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	24273	29.8%
1	14702	18.0%
2	14423	17.7%
9	8483	10.4%
3	3423	4.2%
8	3308	4.1%
7	2908	3.6%
6	2870	3.5%
4	2857	3.5%
5	2752	3.4%
Other values (2)	1459	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	81458	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	24273	29.8%
1	14702	18.0%
2	14423	17.7%
9	8483	10.4%
3	3423	4.2%
8	3308	4.1%
7	2908	3.6%
6	2870	3.5%
4	2857	3.5%
5	2752	3.4%
Other values (2)	1459	1.8%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

영업상태코드
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

3	7310
1	2296
4	309
2	85

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	7310	73.1%
1	2296	23.0%
4	309	3.1%
2	85	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	7310	73.1%
1	2296	23.0%
4	309	3.1%
2	85	0.9%

영업상태명
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

폐업	7310
영업/정상	2296
취소/말소/만료/정지/중지	309
휴업	85

Length

Max length	14
Median length	2
Mean length	3.0596
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	7310	73.1%
영업/정상	2296	23.0%
취소/말소/만료/정지/중지	309	3.1%
휴업	85	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	7310	73.1%
영업/정상	2296	23.0%
취소/말소/만료/정지/중지	309	3.1%
휴업	85	0.9%

상세영업상태코드
Categorical

IMBALANCE

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

40	7310
20	2126
70	297
01	99
30	85
Other values (8)	83

Length

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

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	40
2nd row	40
3rd row	40
4th row	01
5th row	40

Common Values

Value	Count	Frequency (%)
40	7310	73.1%
20	2126	21.3%
70	297	3.0%
01	99	1.0%
30	85	0.9%
90	31	0.3%
10	28	0.3%
50	8	0.1%
99	6	0.1%
%	6	0.1%
Other values (3)	4	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
40	7310	73.1%
20	2126	21.3%
70	297	3.0%
01	99	1.0%
30	85	0.9%
90	31	0.3%
10	28	0.3%
50	8	0.1%
99	6	0.1%
	6	0.1%
Other values (3)	4	< 0.1%

상세영업상태명
Categorical

IMBALANCE

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

폐업	7310
정상	2126
취소	297
<NA>	111
휴업	85
Other values (6)	71

Length

Max length	9
Median length	2
Mean length	2.0381
Min length	2

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	7310	73.1%
정상	2126	21.3%
취소	297	3.0%
<NA>	111	1.1%
휴업	85	0.9%
등록신청	31	0.3%
설립신청	28	0.3%
영업정지	8	0.1%
신청취소(반려)	2	< 0.1%
신청취소(취하)	1	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
폐업	7310	73.1%
정상	2126	21.3%
취소	297	3.0%
na	111	1.1%
휴업	85	0.9%
등록신청	31	0.3%
설립신청	28	0.3%
영업정지	8	0.1%
신청취소(반려	2	< 0.1%
신청취소(취하	1	< 0.1%

폐업일자
Date

MISSING

Distinct	3127
Distinct (%)	44.7%
Missing	3011
Missing (%)	30.1%
Memory size	156.2 KiB

Minimum	1991-06-22 00:00:00
Maximum	2024-04-16 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Date

MISSING

Distinct	143
Distinct (%)	86.1%
Missing	9834
Missing (%)	98.3%
Memory size	156.2 KiB

Minimum	1998-10-26 00:00:00
Maximum	2024-03-21 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업종료일자
Text

MISSING

Distinct	135
Distinct (%)	83.3%
Missing	9838
Missing (%)	98.4%
Memory size	156.2 KiB

Length

Max length	10
Median length	8
Mean length	8.3333333
Min length	8

Characters and Unicode

Total characters	1350
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	118 ?
Unique (%)	72.8%

Sample

1st row	20090420
2nd row	2009-11-18
3rd row	9999-12-31
4th row	2024-11-26
5th row	20080312

Value	Count	Frequency (%)
19981231	7	4.3%
20211231	3	1.9%
9999-12-31	3	1.9%
20151231	3	1.9%
20221231	3	1.9%
20111231	3	1.9%
20081231	2	1.2%
20150217	2	1.2%
20061207	2	1.2%
20181231	2	1.2%
Other values (125)	132	81.5%

Most occurring characters

Value	Count	Frequency (%)
0	346	25.6%
2	341	25.3%
1	249	18.4%
3	122	9.0%
9	63	4.7%
-	54	4.0%
6	47	3.5%
4	36	2.7%
5	34	2.5%
8	30	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1296	96.0%
Dash Punctuation	54	4.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	346	26.7%
2	341	26.3%
1	249	19.2%
3	122	9.4%
9	63	4.9%
6	47	3.6%
4	36	2.8%
5	34	2.6%
8	30	2.3%
7	28	2.2%

Dash Punctuation

Value	Count	Frequency (%)
-	54	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1350	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	346	25.6%
2	341	25.3%
1	249	18.4%
3	122	9.0%
9	63	4.7%
-	54	4.0%
6	47	3.5%
4	36	2.7%
5	34	2.5%
8	30	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1350	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	346	25.6%
2	341	25.3%
1	249	18.4%
3	122	9.0%
9	63	4.7%
-	54	4.0%
6	47	3.5%
4	36	2.7%
5	34	2.5%
8	30	2.2%

재개업일자
Date

MISSING

Distinct	24
Distinct (%)	92.3%
Missing	9974
Missing (%)	99.7%
Memory size	156.2 KiB

Minimum	2005-10-31 00:00:00
Maximum	2023-11-22 00:00:00

Histogram

Histogram with fixed size bins (bins=24)

전화번호
Text

MISSING

Distinct	6868
Distinct (%)	90.5%
Missing	2409
Missing (%)	24.1%
Memory size	156.2 KiB

Length

Max length	12
Median length	11
Mean length	10.492425
Min length	2

Characters and Unicode

Total characters	79648
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	6359 ?
Unique (%)	83.8%

Sample

1st row	02 26794282
2nd row	02 713 4040
3rd row	023946116
4th row	0220009744
5th row	02 5870104

Value	Count	Frequency (%)
02	4827	32.6%
0000	56	0.4%
000	56	0.4%
070	38	0.3%
02-000-0000	37	0.2%
421	21	0.1%
358	20	0.1%
031	18	0.1%
585	18	0.1%
521	18	0.1%
Other values (7118)	9698	65.5%

Most occurring characters

Value	Count	Frequency (%)
2	13346	16.8%
0	12407	15.6%
	10507	13.2%
4	6051	7.6%
3	6029	7.6%
5	5886	7.4%
7	5709	7.2%
6	5044	6.3%
1	4983	6.3%
8	4866	6.1%
Other values (2)	4820	6.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68382	85.9%
Space Separator	10507	13.2%
Dash Punctuation	759	1.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	13346	19.5%
0	12407	18.1%
4	6051	8.8%
3	6029	8.8%
5	5886	8.6%
7	5709	8.3%
6	5044	7.4%
1	4983	7.3%
8	4866	7.1%
9	4061	5.9%

Space Separator

Value	Count	Frequency (%)
	10507	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	759	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	79648	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	13346	16.8%
0	12407	15.6%
	10507	13.2%
4	6051	7.6%
3	6029	7.6%
5	5886	7.4%
7	5709	7.2%
6	5044	6.3%
1	4983	6.3%
8	4866	6.1%
Other values (2)	4820	6.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	79648	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	13346	16.8%
0	12407	15.6%
	10507	13.2%
4	6051	7.6%
3	6029	7.6%
5	5886	7.4%
7	5709	7.2%
6	5044	6.3%
1	4983	6.3%
8	4866	6.1%
Other values (2)	4820	6.1%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

소재지우편번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

지번주소
Text

MISSING

Distinct	5626
Distinct (%)	56.9%
Missing	108
Missing (%)	1.1%
Memory size	156.2 KiB

Length

Max length	53
Median length	47
Mean length	26.870501
Min length	9

Characters and Unicode

Total characters	265803
Distinct characters	593
Distinct categories	12 ?
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	4451 ?
Unique (%)	45.0%

Sample

1st row	서울특별시 송파구 가락동 *-번지
2nd row	서울특별시 영등포구 양평동가 **번지
3rd row	서울특별시 강북구 수유동 *-
4th row	서울특별시 관악구 봉천동 *- 번지
5th row	서울특별시 서초구 방배동 **-번지 남일예당빌딩*층

Value	Count	Frequency (%)
서울특별시	9873	19.7%
번지	7739	15.4%
	3125	6.2%
호	2033	4.1%
통*반	1782	3.6%
층	1208	2.4%
서초구	1204	2.4%
강남구	1079	2.2%
중구	711	1.4%
영등포구	692	1.4%
Other values (3033)	20739	41.3%

Most occurring characters

Value	Count	Frequency (%)
*	56309	21.2%
	47730	18.0%
서	12262	4.6%
동	11721	4.4%
구	10577	4.0%
시	10064	3.8%
울	9907	3.7%
별	9877	3.7%
특	9873	3.7%
-	8872	3.3%
Other values (583)	78611	29.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	150265	56.5%
Other Punctuation	56787	21.4%
Space Separator	47730	18.0%
Dash Punctuation	8872	3.3%
Decimal Number	712	0.3%
Uppercase Letter	638	0.2%
Connector Punctuation	288	0.1%
Open Punctuation	197	0.1%
Close Punctuation	197	0.1%
Lowercase Letter	102	< 0.1%
Other values (2)	15	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	12262	8.2%
동	11721	7.8%
구	10577	7.0%
시	10064	6.7%
울	9907	6.6%
별	9877	6.6%
특	9873	6.6%
지	8151	5.4%
번	7817	5.2%
호	2563	1.7%
Other values (514)	57453	38.2%

Uppercase Letter

Value	Count	Frequency (%)
B	144	22.6%
A	71	11.1%
C	42	6.6%
S	41	6.4%
K	38	6.0%
T	32	5.0%
D	31	4.9%
M	27	4.2%
I	25	3.9%
E	25	3.9%
Other values (15)	162	25.4%

Lowercase Letter

Value	Count	Frequency (%)
e	20	19.6%
r	14	13.7%
o	10	9.8%
l	8	7.8%
t	8	7.8%
w	7	6.9%
n	7	6.9%
a	5	4.9%
i	4	3.9%
b	4	3.9%
Other values (8)	15	14.7%

Decimal Number

Value	Count	Frequency (%)
1	148	20.8%
2	91	12.8%
0	77	10.8%
3	74	10.4%
5	68	9.6%
4	65	9.1%
7	59	8.3%
6	53	7.4%
9	39	5.5%
8	38	5.3%

Other Punctuation

Value	Count	Frequency (%)
*	56309	99.2%
.	392	0.7%
,	64	0.1%
/	14	< 0.1%
&	6	< 0.1%
:	1	< 0.1%
@	1	< 0.1%

Letter Number

Value	Count	Frequency (%)
Ⅱ	5	71.4%
Ⅳ	1	14.3%
Ⅲ	1	14.3%

Space Separator

Value	Count	Frequency (%)
	47730	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8872	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	288	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	197	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	197	100.0%

Math Symbol

Value	Count	Frequency (%)
~	8	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	150265	56.5%
Common	114791	43.2%
Latin	747	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	12262	8.2%
동	11721	7.8%
구	10577	7.0%
시	10064	6.7%
울	9907	6.6%
별	9877	6.6%
특	9873	6.6%
지	8151	5.4%
번	7817	5.2%
호	2563	1.7%
Other values (514)	57453	38.2%

Latin

Value	Count	Frequency (%)
B	144	19.3%
A	71	9.5%
C	42	5.6%
S	41	5.5%
K	38	5.1%
T	32	4.3%
D	31	4.1%
M	27	3.6%
I	25	3.3%
E	25	3.3%
Other values (36)	271	36.3%

Common

Value	Count	Frequency (%)
*	56309	49.1%
	47730	41.6%
-	8872	7.7%
.	392	0.3%
_	288	0.3%
(	197	0.2%
)	197	0.2%
1	148	0.1%
2	91	0.1%
0	77	0.1%
Other values (13)	490	0.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	150265	56.5%
ASCII	115531	43.5%
Number Forms	7	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
*	56309	48.7%
	47730	41.3%
-	8872	7.7%
.	392	0.3%
_	288	0.2%
(	197	0.2%
)	197	0.2%
1	148	0.1%
B	144	0.1%
2	91	0.1%
Other values (56)	1163	1.0%

Hangul

Value	Count	Frequency (%)
서	12262	8.2%
동	11721	7.8%
구	10577	7.0%
시	10064	6.7%
울	9907	6.6%
별	9877	6.6%
특	9873	6.6%
지	8151	5.4%
번	7817	5.2%
호	2563	1.7%
Other values (514)	57453	38.2%

Number Forms

Value	Count	Frequency (%)
Ⅱ	5	71.4%
Ⅳ	1	14.3%
Ⅲ	1	14.3%

도로명주소
Text

MISSING

Distinct	7159
Distinct (%)	78.4%
Missing	863
Missing (%)	8.6%
Memory size	156.2 KiB

Length

Max length	70
Median length	54
Mean length	30.698588
Min length	16

Characters and Unicode

Total characters	280493
Distinct characters	621
Distinct categories	12 ?
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	6064 ?
Unique (%)	66.4%

Sample

1st row	서울특별시 송파구 문정로길 (가락동)
2nd row	서울특별시 영등포구 선유로길 (양평동*가, 신한하이빌)
3rd row	서울특별시 강북구 인수봉로 *** (수유동)
4th row	서울특별시 서초구 동광로 *- (방배동,남일예당빌딩*층)
5th row	서울특별시 영등포구 당산로길 -* (당산동*가)

Value	Count	Frequency (%)
	9230	17.7%
서울특별시	9126	17.5%
호	2260	4.3%
층	1213	2.3%
서초구	1160	2.2%
강남구	1057	2.0%
송파구	661	1.3%
영등포구	642	1.2%
동	615	1.2%
중구	599	1.1%
Other values (4870)	25686	49.2%

Most occurring characters

Value	Count	Frequency (%)
	47279	16.9%
*	42995	15.3%
서	11859	4.2%
동	11590	4.1%
로	10203	3.6%
구	9913	3.5%
시	9430	3.4%
(	9294	3.3%
)	9294	3.3%
울	9183	3.3%
Other values (611)	109453	39.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	161460	57.6%
Other Punctuation	49924	17.8%
Space Separator	47279	16.9%
Open Punctuation	9294	3.3%
Close Punctuation	9294	3.3%
Dash Punctuation	1428	0.5%
Uppercase Letter	727	0.3%
Decimal Number	671	0.2%
Connector Punctuation	267	0.1%
Lowercase Letter	126	< 0.1%
Other values (2)	23	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	11859	7.3%
동	11590	7.2%
로	10203	6.3%
구	9913	6.1%
시	9430	5.8%
울	9183	5.7%
별	9131	5.7%
특	9126	5.7%
길	4918	3.0%
호	2982	1.8%
Other values (540)	73125	45.3%

Uppercase Letter

Value	Count	Frequency (%)
B	169	23.2%
A	84	11.6%
S	51	7.0%
K	46	6.3%
C	43	5.9%
T	37	5.1%
D	34	4.7%
E	29	4.0%
I	28	3.9%
M	27	3.7%
Other values (15)	179	24.6%

Lowercase Letter

Value	Count	Frequency (%)
e	27	21.4%
r	17	13.5%
o	12	9.5%
t	10	7.9%
n	9	7.1%
w	8	6.3%
l	8	6.3%
c	5	4.0%
a	5	4.0%
i	4	3.2%
Other values (10)	21	16.7%

Decimal Number

Value	Count	Frequency (%)
1	150	22.4%
2	106	15.8%
3	83	12.4%
0	68	10.1%
4	60	8.9%
5	56	8.3%
6	56	8.3%
7	43	6.4%
8	27	4.0%
9	22	3.3%

Other Punctuation

Value	Count	Frequency (%)
*	42995	86.1%
,	6610	13.2%
.	296	0.6%
/	14	< 0.1%
&	7	< 0.1%
@	1	< 0.1%
:	1	< 0.1%

Letter Number

Value	Count	Frequency (%)
Ⅱ	6	75.0%
Ⅳ	1	12.5%
Ⅲ	1	12.5%

Space Separator

Value	Count	Frequency (%)
	47279	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	9294	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	9294	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1428	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	267	100.0%

Math Symbol

Value	Count	Frequency (%)
~	15	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	161460	57.6%
Common	118172	42.1%
Latin	861	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	11859	7.3%
동	11590	7.2%
로	10203	6.3%
구	9913	6.1%
시	9430	5.8%
울	9183	5.7%
별	9131	5.7%
특	9126	5.7%
길	4918	3.0%
호	2982	1.8%
Other values (540)	73125	45.3%

Latin

Value	Count	Frequency (%)
B	169	19.6%
A	84	9.8%
S	51	5.9%
K	46	5.3%
C	43	5.0%
T	37	4.3%
D	34	3.9%
E	29	3.4%
I	28	3.3%
e	27	3.1%
Other values (38)	313	36.4%

Common

Value	Count	Frequency (%)
	47279	40.0%
*	42995	36.4%
(	9294	7.9%
)	9294	7.9%
,	6610	5.6%
-	1428	1.2%
.	296	0.3%
_	267	0.2%
1	150	0.1%
2	106	0.1%
Other values (13)	453	0.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	161460	57.6%
ASCII	119025	42.4%
Number Forms	8	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	47279	39.7%
*	42995	36.1%
(	9294	7.8%
)	9294	7.8%
,	6610	5.6%
-	1428	1.2%
.	296	0.2%
_	267	0.2%
B	169	0.1%
1	150	0.1%
Other values (58)	1243	1.0%

Hangul

Value	Count	Frequency (%)
서	11859	7.3%
동	11590	7.2%
로	10203	6.3%
구	9913	6.1%
시	9430	5.8%
울	9183	5.7%
별	9131	5.7%
특	9126	5.7%
길	4918	3.0%
호	2982	1.8%
Other values (540)	73125	45.3%

Number Forms

Value	Count	Frequency (%)
Ⅱ	6	75.0%
Ⅳ	1	12.5%
Ⅲ	1	12.5%

도로명우편번호
Text

MISSING

Distinct	2101
Distinct (%)	63.0%
Missing	6664
Missing (%)	66.6%
Memory size	156.2 KiB

Length

Max length	7
Median length	5
Mean length	5.3297362
Min length	5

Characters and Unicode

Total characters	17780
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	1428 ?
Unique (%)	42.8%

Sample

1st row	07206
2nd row	01024
3rd row	07266
4th row	04319
5th row	132854

Value	Count	Frequency (%)
05854	16	0.5%
04793	14	0.4%
153803	13	0.4%
04410	11	0.3%
153801	11	0.3%
05836	11	0.3%
08501	11	0.3%
08503	11	0.3%
08504	10	0.3%
03192	10	0.3%
Other values (2091)	3218	96.5%

Most occurring characters

Value	Count	Frequency (%)
0	3725	21.0%
1	2321	13.1%
3	1833	10.3%
5	1684	9.5%
8	1664	9.4%
4	1521	8.6%
6	1386	7.8%
2	1360	7.6%
7	1356	7.6%
9	872	4.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	17722	99.7%
Dash Punctuation	58	0.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3725	21.0%
1	2321	13.1%
3	1833	10.3%
5	1684	9.5%
8	1664	9.4%
4	1521	8.6%
6	1386	7.8%
2	1360	7.7%
7	1356	7.7%
9	872	4.9%

Dash Punctuation

Value	Count	Frequency (%)
-	58	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	17780	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3725	21.0%
1	2321	13.1%
3	1833	10.3%
5	1684	9.5%
8	1664	9.4%
4	1521	8.6%
6	1386	7.8%
2	1360	7.6%
7	1356	7.6%
9	872	4.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17780	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3725	21.0%
1	2321	13.1%
3	1833	10.3%
5	1684	9.5%
8	1664	9.4%
4	1521	8.6%
6	1386	7.8%
2	1360	7.6%
7	1356	7.6%
9	872	4.9%

사업장명
Text

Distinct	7723
Distinct (%)	77.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	27
Median length	23
Mean length	6.1835
Min length	1

Characters and Unicode

Total characters	61835
Distinct characters	769
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	6324 ?
Unique (%)	63.2%

Sample

1st row	성림B2BC
2nd row	한비콤
3rd row	(주)모스테크
4th row	삼성공사
5th row	홍익애이디넷(주)

Value	Count	Frequency (%)
주식회사	368	3.4%
디자인	66	0.6%
주	50	0.5%
기획	24	0.2%
광고	19	0.2%
서울광고	19	0.2%
현대광고	18	0.2%
제일광고	16	0.1%
미래광고	15	0.1%
애드	14	0.1%
Other values (7874)	10365	94.5%

Most occurring characters

Value	Count	Frequency (%)
주	3706	6.0%
)	3241	5.2%
(	3211	5.2%
기	2003	3.2%
광	1844	3.0%
인	1833	3.0%
고	1690	2.7%
획	1654	2.7%
이	1621	2.6%
디	1461	2.4%
Other values (759)	39571	64.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	53016	85.7%
Close Punctuation	3241	5.2%
Open Punctuation	3211	5.2%
Space Separator	986	1.6%
Uppercase Letter	814	1.3%
Lowercase Letter	239	0.4%
Decimal Number	181	0.3%
Other Punctuation	78	0.1%
Dash Punctuation	61	0.1%
Other Symbol	5	< 0.1%
Other values (2)	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	3706	7.0%
기	2003	3.8%
광	1844	3.5%
인	1833	3.5%
고	1690	3.2%
획	1654	3.1%
이	1621	3.1%
디	1461	2.8%
드	1408	2.7%
스	1320	2.5%
Other values (688)	34476	65.0%

Uppercase Letter

Value	Count	Frequency (%)
S	98	12.0%
I	74	9.1%
C	64	7.9%
M	63	7.7%
N	54	6.6%
G	52	6.4%
D	49	6.0%
T	46	5.7%
E	41	5.0%
A	41	5.0%
Other values (15)	232	28.5%

Lowercase Letter

Value	Count	Frequency (%)
o	27	11.3%
c	23	9.6%
e	22	9.2%
n	20	8.4%
i	19	7.9%
a	19	7.9%
m	16	6.7%
s	15	6.3%
g	12	5.0%
t	10	4.2%
Other values (13)	56	23.4%

Decimal Number

Value	Count	Frequency (%)
2	52	28.7%
0	41	22.7%
1	39	21.5%
3	17	9.4%
4	8	4.4%
7	7	3.9%
8	6	3.3%
5	4	2.2%
9	4	2.2%
6	3	1.7%

Other Punctuation

Value	Count	Frequency (%)
.	43	55.1%
&	22	28.2%
,	7	9.0%
＆	3	3.8%
?	2	2.6%
*	1	1.3%

Close Punctuation

Value	Count	Frequency (%)
)	3241	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3211	100.0%

Space Separator

Value	Count	Frequency (%)
	986	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	61	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	5	100.0%

Math Symbol

Value	Count	Frequency (%)
+	2	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	53021	85.7%
Common	7761	12.6%
Latin	1053	1.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	3706	7.0%
기	2003	3.8%
광	1844	3.5%
인	1833	3.5%
고	1690	3.2%
획	1654	3.1%
이	1621	3.1%
디	1461	2.8%
드	1408	2.7%
스	1320	2.5%
Other values (689)	34481	65.0%

Latin

Value	Count	Frequency (%)
S	98	9.3%
I	74	7.0%
C	64	6.1%
M	63	6.0%
N	54	5.1%
G	52	4.9%
D	49	4.7%
T	46	4.4%
E	41	3.9%
A	41	3.9%
Other values (38)	471	44.7%

Common

Value	Count	Frequency (%)
)	3241	41.8%
(	3211	41.4%
	986	12.7%
-	61	0.8%
2	52	0.7%
.	43	0.6%
0	41	0.5%
1	39	0.5%
&	22	0.3%
3	17	0.2%
Other values (12)	48	0.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	53014	85.7%
ASCII	8811	14.2%
None	8	< 0.1%
Compat Jamo	2	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	3706	7.0%
기	2003	3.8%
광	1844	3.5%
인	1833	3.5%
고	1690	3.2%
획	1654	3.1%
이	1621	3.1%
디	1461	2.8%
드	1408	2.7%
스	1320	2.5%
Other values (687)	34474	65.0%

ASCII

Value	Count	Frequency (%)
)	3241	36.8%
(	3211	36.4%
	986	11.2%
S	98	1.1%
I	74	0.8%
C	64	0.7%
M	63	0.7%
-	61	0.7%
N	54	0.6%
2	52	0.6%
Other values (59)	907	10.3%

None

Value	Count	Frequency (%)
㈜	5	62.5%
＆	3	37.5%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	2	100.0%

최종수정일자
Date

Distinct	8414
Distinct (%)	84.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	1900-01-01 00:00:00
Maximum	2024-04-16 20:44:28

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

I	7458
U	2542

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	7458	74.6%
U	2542	25.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	7458	74.6%
u	2542	25.4%

데이터갱신일자
Date

Distinct	1084
Distinct (%)	10.8%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-04 00:06:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	7525
Distinct (%)	79.6%
Missing	550
Missing (%)	5.5%
Infinite	0
Infinite (%)	0.0%
Mean	199551.03

Minimum	178637.1
Maximum	230326.31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	178637.1
5-th percentile	187839.4
Q1	193096.23
median	200859.29
Q3	204372.9
95-th percentile	210931.42
Maximum	230326.31
Range	51689.21
Interquartile range (IQR)	11276.674

Descriptive statistics

Standard deviation	7032.5878
Coefficient of variation (CV)	0.035242053
Kurtosis	-0.7795772
Mean	199551.03
Median Absolute Deviation (MAD)	5408.6153
Skewness	-0.15211781
Sum	1.8857572 × 10⁹
Variance	49457291
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
191226.287379467	23	0.2%
201184.994931613	15	0.1%
202803.137561335	13	0.1%
201288.890133376	12	0.1%
188840.515865617	11	0.1%
200554.74395758	11	0.1%
193282.654266684	9	0.1%
202481.661169413	8	0.1%
198991.002784609	8	0.1%
203931.098064589	8	0.1%
Other values (7515)	9332	93.3%
(Missing)	550	5.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
178637.097769416	1	< 0.1%
181539.508264155	1	< 0.1%
182849.273281599	1	< 0.1%
182857.528466005	1	< 0.1%
182897.251870492	1	< 0.1%
182914.770762913	1	< 0.1%
182944.648231601	1	< 0.1%
182962.037203619	2	< 0.1%
182965.91468667	1	< 0.1%
182970.965516527	1	< 0.1%

Value	Count	Frequency (%)
230326.307767	1	< 0.1%
218294.566609634	1	< 0.1%
217068.0	1	< 0.1%
215795.324533638	1	< 0.1%
215289.815449411	1	< 0.1%
215230.899404859	2	< 0.1%
215129.842193761	1	< 0.1%
215031.497171478	1	< 0.1%
215014.832595077	1	< 0.1%
214996.673945552	1	< 0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	7525
Distinct (%)	79.6%
Missing	550
Missing (%)	5.5%
Infinite	0
Infinite (%)	0.0%
Mean	447926.09

Minimum	313897.18
Maximum	476215.93
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	313897.18
5-th percentile	441410.49
Q1	443775.57
median	447247.61
Q3	451267.81
95-th percentile	457320.78
Maximum	476215.93
Range	162318.74
Interquartile range (IQR)	7492.2357

Descriptive statistics

Standard deviation	5284.3882
Coefficient of variation (CV)	0.011797456
Kurtosis	43.602119
Mean	447926.09
Median Absolute Deviation (MAD)	3781.047
Skewness	-1.1223483
Sum	4.2329015 × 10⁹
Variance	27924758
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
437914.06299827	23	0.2%
442857.184989612	15	0.1%
443189.823482655	13	0.1%
442555.172193254	12	0.1%
444306.771104527	11	0.1%
444811.364826199	11	0.1%
447611.552045596	9	0.1%
442563.269271521	8	0.1%
451828.222399025	8	0.1%
444622.849264371	8	0.1%
Other values (7515)	9332	93.3%
(Missing)	550	5.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
313897.182607	1	< 0.1%
427922.324956665	1	< 0.1%
430985.004432136	1	< 0.1%
433767.565586245	1	< 0.1%
436660.024212789	1	< 0.1%
436962.340703645	1	< 0.1%
437280.574150819	4	< 0.1%
437626.290843064	2	< 0.1%
437753.206548839	1	< 0.1%
437811.811502379	1	< 0.1%

Value	Count	Frequency (%)
476215.925309934	1	< 0.1%
474844.558950194	1	< 0.1%
466323.429501096	1	< 0.1%
465211.202003065	1	< 0.1%
464817.533653989	1	< 0.1%
464791.987958352	1	< 0.1%
464731.761130542	1	< 0.1%
464632.362897673	1	< 0.1%
464598.721765819	1	< 0.1%
464430.901378806	1	< 0.1%

영업내용
Text

MISSING

Distinct	1398
Distinct (%)	16.4%
Missing	1463
Missing (%)	14.6%
Memory size	156.2 KiB

Length

Max length	64
Median length	50
Mean length	7.8480731
Min length	1

Characters and Unicode

Total characters	66999
Distinct characters	348
Distinct categories	9 ?
Distinct scripts	4 ?
Distinct blocks	5 ?

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

Unique

Unique	1073 ?
Unique (%)	12.6%

Sample

1st row	옥외광고업
2nd row	광고물제작,광고대행,옥외광고
3rd row	옥외광고물제작및대행
4th row	옥외광고업
5th row	간판및광고물제조

Value	Count	Frequency (%)
옥외광고물	1958	12.8%
및	1712	11.2%
제작	1520	9.9%
옥외광고업	1421	9.3%
대행	975	6.4%
광고물제작	918	6.0%
광고대행	699	4.6%
간판제작	532	3.5%
설치	503	3.3%
옥외광고물제작	471	3.1%
Other values (1061)	4576	29.9%

Most occurring characters

Value	Count	Frequency (%)
광	7944	11.9%
고	7916	11.8%
	6767	10.1%
외	5129	7.7%
옥	5098	7.6%
제	4902	7.3%
물	4801	7.2%
작	4647	6.9%
업	2381	3.6%
대	2193	3.3%
Other values (338)	15221	22.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	58185	86.8%
Space Separator	6767	10.1%
Other Punctuation	1209	1.8%
Decimal Number	415	0.6%
Open Punctuation	162	0.2%
Close Punctuation	162	0.2%
Uppercase Letter	68	0.1%
Lowercase Letter	17	< 0.1%
Dash Punctuation	14	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
광	7944	13.7%
고	7916	13.6%
외	5129	8.8%
옥	5098	8.8%
제	4902	8.4%
물	4801	8.3%
작	4647	8.0%
업	2381	4.1%
대	2193	3.8%
행	2191	3.8%
Other values (293)	10983	18.9%

Uppercase Letter

Value	Count	Frequency (%)
L	19	27.9%
E	15	22.1%
D	14	20.6%
P	3	4.4%
I	3	4.4%
O	2	2.9%
T	2	2.9%
C	2	2.9%
M	1	1.5%
K	1	1.5%
Other values (6)	6	8.8%

Decimal Number

Value	Count	Frequency (%)
0	275	66.3%
1	60	14.5%
2	26	6.3%
8	12	2.9%
7	11	2.7%
4	8	1.9%
3	8	1.9%
6	7	1.7%
9	5	1.2%
5	3	0.7%

Other Punctuation

Value	Count	Frequency (%)
,	939	77.7%
.	152	12.6%
/	95	7.9%
?	13	1.1%
:	6	0.5%
'	2	0.2%
？	1	0.1%
;	1	0.1%

Lowercase Letter

Value	Count	Frequency (%)
d	4	23.5%
e	4	23.5%
n	2	11.8%
g	2	11.8%
s	2	11.8%
i	2	11.8%
l	1	5.9%

Space Separator

Value	Count	Frequency (%)
	6767	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	162	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	162	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	14	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	58184	86.8%
Common	8729	13.0%
Latin	85	0.1%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
광	7944	13.7%
고	7916	13.6%
외	5129	8.8%
옥	5098	8.8%
제	4902	8.4%
물	4801	8.3%
작	4647	8.0%
업	2381	4.1%
대	2193	3.8%
행	2191	3.8%
Other values (292)	10982	18.9%

Latin

Value	Count	Frequency (%)
L	19	22.4%
E	15	17.6%
D	14	16.5%
d	4	4.7%
e	4	4.7%
P	3	3.5%
I	3	3.5%
n	2	2.4%
O	2	2.4%
T	2	2.4%
Other values (13)	17	20.0%

Common

Value	Count	Frequency (%)
	6767	77.5%
,	939	10.8%
0	275	3.2%
(	162	1.9%
)	162	1.9%
.	152	1.7%
/	95	1.1%
1	60	0.7%
2	26	0.3%
-	14	0.2%
Other values (12)	77	0.9%

Han

Value	Count	Frequency (%)
外	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	58153	86.8%
ASCII	8813	13.2%
Compat Jamo	31	< 0.1%
None	1	< 0.1%
CJK	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
광	7944	13.7%
고	7916	13.6%
외	5129	8.8%
옥	5098	8.8%
제	4902	8.4%
물	4801	8.3%
작	4647	8.0%
업	2381	4.1%
대	2193	3.8%
행	2191	3.8%
Other values (283)	10951	18.8%

ASCII

Value	Count	Frequency (%)
	6767	76.8%
,	939	10.7%
0	275	3.1%
(	162	1.8%
)	162	1.8%
.	152	1.7%
/	95	1.1%
1	60	0.7%
2	26	0.3%
L	19	0.2%
Other values (34)	156	1.8%

Compat Jamo

Value	Count	Frequency (%)
ㅓ	12	38.7%
ㅏ	4	12.9%
ㄹ	4	12.9%
ㅇ	2	6.5%
ㅣ	2	6.5%
ㅎ	2	6.5%
ㆍ	2	6.5%
ㅜ	2	6.5%
ㅗ	1	3.2%

None

Value	Count	Frequency (%)
？	1	100.0%

CJK

Value	Count	Frequency (%)
外	1	100.0%

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)	영업내용
11883	3230000	2011323021108500003	20130820	<NA>	3	폐업	40	폐업	20130820	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 송파구 가락동 *-번지	서울특별시 송파구 문정로길 (가락동)	<NA>	성림B2BC	2013-08-26 10:57:42	I	2018-08-31 23:59:59.0	<NA>	211905.626471	443595.267982	옥외광고업
8001	3180000	2004318008508200022	20040709	<NA>	3	폐업	40	폐업	20160212	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 영등포구 양평동가 **번지	서울특별시 영등포구 선유로길 (양평동*가, 신한하이빌)	07206	한비콤	2016-02-16 10:23:09	I	2018-08-31 23:59:59.0	<NA>	190633.094922	448463.575329	광고물제작,광고대행,옥외광고
4293	3080000	2017308017408500001	20170727	<NA>	3	폐업	40	폐업	20200630	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 강북구 수유동 *-	서울특별시 강북구 인수봉로 *** (수유동)	01024	(주)모스테크	2020-06-30 13:11:18	U	2020-07-02 02:40:00.0	<NA>	201072.909902	459260.651108	옥외광고물제작및대행
1295	3200000	2001320002408200073	19880831	<NA>	1	영업/정상	01	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 관악구 봉천동 *- 번지	<NA>	<NA>	삼성공사	1988-08-31 00:00:00	I	2018-08-31 23:59:59.0	<NA>	<NA>	<NA>	<NA>
9785	3210000	2005321007808200008	20050131	<NA>	3	폐업	40	폐업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 서초구 방배동 **-번지 남일예당빌딩*층	서울특별시 서초구 동광로 *- (방배동,남일예당빌딩*층)	<NA>	홍익애이디넷(주)	2008-05-15 15:31:17	I	2018-08-31 23:59:59.0	<NA>	198921.649839	443355.370371	옥외광고업
7605	3180000	2001318000008200253	2014-04-09	<NA>	1	영업/정상	20	정상	<NA>	<NA>	<NA>	<NA>	02 26794282	<NA>	<NA>	서울특별시 영등포구 당산동가 **	서울특별시 영등포구 당산로길 -* (당산동*가)	07266	서울기획	2023-10-20 11:16:17	U	2022-10-30 22:02:00.0	<NA>	190985.250492	446595.763575	<NA>
5778	3130000	2010313013708500020	20101119	<NA>	3	폐업	40	폐업	20150623	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 마포구 공덕동 *번지 풍림브이아이피텔 *호	서울특별시 마포구 마포대로 *, *호 (공덕동,풍림브이아이피텔)	<NA>	(주)퍼블릭디자인컴퍼니	2015-06-23 13:11:15	I	2018-08-31 23:59:59.0	<NA>	195703.425297	449330.800718	간판및광고물제조
2411	3020000	2001302007708200147	20220615	<NA>	1	영업/정상	20	정상	<NA>	<NA>	<NA>	<NA>	02 713 4040	<NA>	<NA>	서울특별시 용산구 효창동 -**	서울특별시 용산구 백범로*길 (효창동)	04319	(주)태광싸인아트	2022-06-15 17:11:28	U	2021-12-05 23:07:00.0	<NA>	196205.442371	448755.748395	<NA>
4460	3090000	2014309011608500005	20141125	<NA>	1	영업/정상	20	정상	<NA>	<NA>	<NA>	<NA>	023946116	<NA>	<NA>	서울특별시 도봉구 방학동 **-	서울특별시 도봉구 도봉로*다길 , ***호 (방학동)	132854	(주)서서도시개발	2020-10-06 08:59:53	U	2020-10-08 02:40:00.0	<NA>	203860.326382	462947.93146	가로휴지통광고,현수막,벽보,전단,기타이와유사한것
6383	3150000	2007315010208500008	20070913	<NA>	3	폐업	40	폐업	20080423	20080421	20090420	<NA>	<NA>	<NA>	<NA>	서울특별시 강서구 공항동 ***-번지 (*층)	서울특별시 강서구 방화대로다길 -* (공항동,(*층))	<NA>	길사인	2008-05-09 13:47:33	I	2018-08-31 23:59:59.0	<NA>	183775.502742	450403.47226	옥외광고업

	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)	영업내용
8899	3210000	2019321014008500003	20190305	<NA>	3	폐업	40	폐업	20230120	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 서초구 방배동 **-	서울특별시 서초구 청두곶*길 (방배동)	06678	하람디자인	2023-01-20 14:02:06	U	2022-11-30 22:02:00.0	<NA>	198650.32902	442145.531045	<NA>
7269	3170000	2000317007108200143	20000508	<NA>	3	폐업	40	폐업	20171123	<NA>	<NA>	<NA>	02 8037000	<NA>	<NA>	서울특별시 금천구 독산동 ***번지 보옥빌딩 층*호	서울특별시 금천구 시흥대로 **, 층 *호 (독산동, 보옥빌딩)	153867	아이디애드	2017-11-23 19:24:10	I	2018-08-31 23:59:59.0	<NA>	191006.637021	439695.664433	옥외광고물 제작 및 설치
5181	3120000	2021312017508500007	2021-12-01	<NA>	1	영업/정상	20	정상	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 서대문구 연희동 *-	서울특별시 서대문구 연희로길 -* (연희동)	03724	행운광고	2023-03-14 11:17:42	U	2022-12-02 23:06:00.0	<NA>	193979.39591	451609.360729	<NA>
9250	3210000	2019321015308500002	20080926	<NA>	3	폐업	40	폐업	20210927	<NA>	<NA>	<NA>	02 5013300	<NA>	<NA>	서울특별시 서초구 서초동 ***- 부띠크 모나코	서울특별시 서초구 서초대로 *, 부띠크 모나코 **호 (서초동)	06616	(주)모스트앤컴퍼니	2021-09-27 10:19:06	U	2021-09-29 02:40:00.0	<NA>	202099.25278	443921.619035	광고물 제작 및 대행
9251	3210000	2019321015308500003	20080617	<NA>	3	폐업	40	폐업	20190628	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 서초구 반포동 *-번지 코웰빌딩	서울특별시 서초구 사평대로 *, 코웰빌딩 *호 (반포동)	06577	주식회사앤드위	2019-06-28 13:20:19	U	2019-06-30 02:40:00.0	<NA>	199898.194566	444240.217111	옥외광고물제작
11097	3220000	1995322010408200464	19950812	<NA>	3	폐업	40	폐업	20120717	<NA>	<NA>	<NA>	0317952780	<NA>	<NA>	서울특별시 강남구 역삼동 **-번지 대건빌딩 ***호	서울특별시 강남구 테헤란로 * (역삼동,대건빌딩 *호)	<NA>	(주)덕진에스아이	2012-09-07 09:38:22	I	2018-08-31 23:59:59.0	<NA>	202518.374074	444076.444984	광고대행
9447	3210000	2004321007808500969	20040702	<NA>	3	폐업	40	폐업	20130822	<NA>	<NA>	<NA>	02 523 9115	<NA>	<NA>	서울특별시 서초구 방배동 *-번지	서울특별시 서초구 방배천로안길 * (방배동)	<NA>	(주)홍원아이디	2013-08-22 14:57:28	I	2018-08-31 23:59:59.0	<NA>	198497.414273	441840.718597	옥외광고업(입간판제작)
9811	3210000	2001321007808200069	20020423	<NA>	3	폐업	40	폐업	20040827	<NA>	<NA>	<NA>	02 5449909	<NA>	<NA>	서울특별시 서초구 잠원동 -번지	서울특별시 서초구 신반포로길 -* (잠원동)	<NA>	명성인터프라이스(주)	2007-12-21 12:42:40	I	2018-08-31 23:59:59.0	<NA>	201678.887678	445477.63758	0
5668	3130000	2005313013408500617	20050426	<NA>	3	폐업	40	폐업	20100329	<NA>	<NA>	<NA>	3238982	<NA>	<NA>	서울특별시 마포구 서교동 *-번지 통*반 .	서울특별시 마포구 양화로 - (서교동,.)	<NA>	(주)노카커뮤니케이션	2010-03-29 18:11:57	I	2018-08-31 23:59:59.0	<NA>	192669.586859	449857.487538	광고대행및장치광고제조
1214	3000000	2010300014908500009	20100818	<NA>	3	폐업	40	폐업	20160202	<NA>	<NA>	<NA>	027426600	<NA>	<NA>	서울특별시 종로구 낙원동 *-번지 종로오피스텔 ****호	서울특별시 종로구 삼일대로길 , ****호 (낙원동,종로오피스텔)	<NA>	(주)씨앤엠애드	2016-02-02 09:38:39	I	2018-08-31 23:59:59.0	<NA>	198913.496136	452416.17078	옥외광고업 대행 및 제작

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

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

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values

Length

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

Decimal Number

Space Separator

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

Letter Number

Space Separator

Dash Punctuation

Connector Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block