gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	10000
Missing cells	19295
Missing cells (%)	12.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.3 MiB
Average record size in memory	133.0 B

Variable types

Categorical	4
Text	5
Numeric	6

Dataset

Description	등록신청사업,영업구분,등록증번호,상호,법인여부,사업장 전화번호,소재지,소재지(도로명),우편번호,등록일자,유효기간만료일자,폐쇄일자,지점설립일자,본점여부,최근수정일자
Author	금천구
URL	https://data.seoul.go.kr/dataList/OA-10173/S/1/datasetView.do

Alerts

`등록일자` is highly overall correlated with `유효기간만료일자` and 3 other fields	High correlation
`유효기간만료일자` is highly overall correlated with `등록일자` and 3 other fields	High correlation
`폐쇄일자` is highly overall correlated with `등록일자` and 3 other fields	High correlation
`지점설립일자` is highly overall correlated with `등록일자` and 3 other fields	High correlation
`최근수정일자` is highly overall correlated with `등록일자` and 3 other fields	High correlation
`본점여부` is highly imbalanced (94.2%)	Imbalance
`등록증번호` has 208 (2.1%) missing values	Missing
`사업장 전화번호` has 3380 (33.8%) missing values	Missing
`소재지` has 318 (3.2%) missing values	Missing
`소재지(도로명)` has 4801 (48.0%) missing values	Missing
`우편번호` has 5647 (56.5%) missing values	Missing
`유효기간만료일자` has 2111 (21.1%) missing values	Missing
`폐쇄일자` has 1579 (15.8%) missing values	Missing
`지점설립일자` has 1251 (12.5%) missing values	Missing

Reproduction

Analysis started	2024-05-04 03:52:33.660166
Analysis finished	2024-05-04 03:54:20.419791
Duration	1 minute and 46.76 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

등록신청사업
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

대부업	6237
대부중개업	3334
<NA>	429

Length

Max length	5
Median length	3
Mean length	3.7097
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
대부업	6237	62.4%
대부중개업	3334	33.3%
<NA>	429	4.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
대부업	6237	62.4%
대부중개업	3334	33.3%
na	429	4.3%

영업구분
Categorical

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

폐업	3710
<NA>	2932
타시군구이관	1173
영업중	831
유효기간만료	799
Other values (3)	555

Length

Max length	6
Median length	4
Mean length	3.5697
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	3710	37.1%
<NA>	2932	29.3%
타시군구이관	1173	11.7%
영업중	831	8.3%
유효기간만료	799	8.0%
직권취소	551	5.5%
갱신등록불가	3	< 0.1%
휴업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	3710	37.1%
na	2932	29.3%
타시군구이관	1173	11.7%
영업중	831	8.3%
유효기간만료	799	8.0%
직권취소	551	5.5%
갱신등록불가	3	< 0.1%
휴업	1	< 0.1%

등록증번호
Text

MISSING

Distinct	9740
Distinct (%)	99.5%
Missing	208
Missing (%)	2.1%
Memory size	156.2 KiB

Length

Max length	27
Median length	26
Mean length	19.513787
Min length	1

Characters and Unicode

Total characters	191079
Distinct characters	68
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	9690 ?
Unique (%)	99.0%

Sample

1st row	2014-서울서대문-00007(대부중개업)
2nd row	2016-서울송파-0010(대부중개업)
3rd row	2007-서울특별시-01551(대부업)
4th row	2024-서울서초-0035(대부중개업)
5th row	2015-서울서대문-00002(대부업)

Value	Count	Frequency (%)
2012-서울특별시	19	0.2%
2011-서울특별시	18	0.2%
2010-서울	15	0.2%
2013-서울특별시	14	0.1%
2015-서울특별시	11	0.1%
2016-서울특별시	11	0.1%
2014-서울특별시	9	0.1%
대부업	7	0.1%
성북구-00008	6	0.1%
성북구-00005	6	0.1%
Other values (9698)	9839	98.8%

Most occurring characters

Value	Count	Frequency (%)
0	33813	17.7%
-	19569	10.2%
2	15640	8.2%
1	11802	6.2%
서	10856	5.7%
울	9763	5.1%
대	8452	4.4%
(	8166	4.3%
부	8128	4.3%
)	8116	4.2%
Other values (58)	56774	29.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	82409	43.1%
Other Letter	72655	38.0%
Dash Punctuation	19569	10.2%
Open Punctuation	8166	4.3%
Close Punctuation	8116	4.2%
Space Separator	164	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	10856	14.9%
울	9763	13.4%
대	8452	11.6%
부	8128	11.2%
업	7900	10.9%
중	3453	4.8%
개	2844	3.9%
시	2548	3.5%
별	2538	3.5%
특	2537	3.5%
Other values (44)	13636	18.8%

Decimal Number

Value	Count	Frequency (%)
0	33813	41.0%
2	15640	19.0%
1	11802	14.3%
3	3658	4.4%
8	3145	3.8%
4	3066	3.7%
9	2892	3.5%
7	2866	3.5%
6	2767	3.4%
5	2760	3.3%

Dash Punctuation

Value	Count	Frequency (%)
-	19569	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	8166	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	8116	100.0%

Space Separator

Value	Count	Frequency (%)
	164	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	118424	62.0%
Hangul	72655	38.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	10856	14.9%
울	9763	13.4%
대	8452	11.6%
부	8128	11.2%
업	7900	10.9%
중	3453	4.8%
개	2844	3.9%
시	2548	3.5%
별	2538	3.5%
특	2537	3.5%
Other values (44)	13636	18.8%

Common

Value	Count	Frequency (%)
0	33813	28.6%
-	19569	16.5%
2	15640	13.2%
1	11802	10.0%
(	8166	6.9%
)	8116	6.9%
3	3658	3.1%
8	3145	2.7%
4	3066	2.6%
9	2892	2.4%
Other values (4)	8557	7.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	118424	62.0%
Hangul	72655	38.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	33813	28.6%
-	19569	16.5%
2	15640	13.2%
1	11802	10.0%
(	8166	6.9%
)	8116	6.9%
3	3658	3.1%
8	3145	2.7%
4	3066	2.6%
9	2892	2.4%
Other values (4)	8557	7.2%

Hangul

Value	Count	Frequency (%)
서	10856	14.9%
울	9763	13.4%
대	8452	11.6%
부	8128	11.2%
업	7900	10.9%
중	3453	4.8%
개	2844	3.9%
시	2548	3.5%
별	2538	3.5%
특	2537	3.5%
Other values (44)	13636	18.8%

상호
Text

Distinct	8696
Distinct (%)	87.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	40
Median length	22
Mean length	7.6973
Min length	1

Characters and Unicode

Total characters	76973
Distinct characters	780
Distinct categories	11 ?
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	7634 ?
Unique (%)	76.3%

Sample

1st row	이루 대부 중개
2nd row	OK더드림대부
3rd row	진솔함
4th row	주식회사 어니스티자산관리대부
5th row	홍은사 전당포대부

Value	Count	Frequency (%)
주식회사	813	6.8%
대부중개	324	2.7%
대부	297	2.5%
유한회사	55	0.5%
캐피탈	23	0.2%
대부업	17	0.1%
money	16	0.1%
loan	12	0.1%
the	12	0.1%
capital	11	0.1%
Other values (8729)	10367	86.8%

Most occurring characters

Value	Count	Frequency (%)
대	8439	11.0%
부	8075	10.5%
주	2640	3.4%
이	2210	2.9%
개	2113	2.7%
중	2091	2.7%
	1951	2.5%
스	1892	2.5%
)	1837	2.4%
(	1827	2.4%
Other values (770)	43898	57.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	67131	87.2%
Uppercase Letter	2406	3.1%
Space Separator	1951	2.5%
Close Punctuation	1837	2.4%
Open Punctuation	1827	2.4%
Lowercase Letter	1261	1.6%
Decimal Number	261	0.3%
Other Punctuation	253	0.3%
Dash Punctuation	31	< 0.1%
Other Symbol	13	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
대	8439	12.6%
부	8075	12.0%
주	2640	3.9%
이	2210	3.3%
개	2113	3.1%
중	2091	3.1%
스	1892	2.8%
사	1320	2.0%
피	1105	1.6%
회	1016	1.5%
Other values (695)	36230	54.0%

Uppercase Letter

Value	Count	Frequency (%)
S	300	12.5%
K	219	9.1%
M	192	8.0%
J	183	7.6%
C	181	7.5%
H	138	5.7%
B	105	4.4%
G	100	4.2%
T	98	4.1%
O	95	3.9%
Other values (16)	795	33.0%

Lowercase Letter

Value	Count	Frequency (%)
e	160	12.7%
n	134	10.6%
o	124	9.8%
a	114	9.0%
s	86	6.8%
i	76	6.0%
t	74	5.9%
l	62	4.9%
c	60	4.8%
r	56	4.4%
Other values (15)	315	25.0%

Decimal Number

Value	Count	Frequency (%)
1	84	32.2%
2	44	16.9%
4	34	13.0%
3	23	8.8%
9	21	8.0%
5	21	8.0%
6	14	5.4%
0	10	3.8%
7	5	1.9%
8	5	1.9%

Other Punctuation

Value	Count	Frequency (%)
.	127	50.2%
&	112	44.3%
?	8	3.2%
,	2	0.8%
＆	1	0.4%
/	1	0.4%
@	1	0.4%
*	1	0.4%

Space Separator

Value	Count	Frequency (%)
	1951	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1837	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1827	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	31	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	13	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	67130	87.2%
Common	6162	8.0%
Latin	3667	4.8%
Han	14	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
대	8439	12.6%
부	8075	12.0%
주	2640	3.9%
이	2210	3.3%
개	2113	3.1%
중	2091	3.1%
스	1892	2.8%
사	1320	2.0%
피	1105	1.6%
회	1016	1.5%
Other values (682)	36229	54.0%

Latin

Value	Count	Frequency (%)
S	300	8.2%
K	219	6.0%
M	192	5.2%
J	183	5.0%
C	181	4.9%
e	160	4.4%
H	138	3.8%
n	134	3.7%
o	124	3.4%
a	114	3.1%
Other values (41)	1922	52.4%

Common

Value	Count	Frequency (%)
	1951	31.7%
)	1837	29.8%
(	1827	29.6%
.	127	2.1%
&	112	1.8%
1	84	1.4%
2	44	0.7%
4	34	0.6%
-	31	0.5%
3	23	0.4%
Other values (13)	92	1.5%

Han

Value	Count	Frequency (%)
成	1	7.1%
宙	1	7.1%
信	1	7.1%
田	1	7.1%
多	1	7.1%
道	1	7.1%
福	1	7.1%
正	1	7.1%
靑	1	7.1%
松	1	7.1%
Other values (4)	4	28.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	67116	87.2%
ASCII	9828	12.8%
None	14	< 0.1%
CJK	14	< 0.1%
Compat Jamo	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
대	8439	12.6%
부	8075	12.0%
주	2640	3.9%
이	2210	3.3%
개	2113	3.1%
중	2091	3.1%
스	1892	2.8%
사	1320	2.0%
피	1105	1.6%
회	1016	1.5%
Other values (680)	36215	54.0%

ASCII

Value	Count	Frequency (%)
	1951	19.9%
)	1837	18.7%
(	1827	18.6%
S	300	3.1%
K	219	2.2%
M	192	2.0%
J	183	1.9%
C	181	1.8%
e	160	1.6%
H	138	1.4%
Other values (63)	2840	28.9%

None

Value	Count	Frequency (%)
㈜	13	92.9%
＆	1	7.1%

CJK

Value	Count	Frequency (%)
成	1	7.1%
宙	1	7.1%
信	1	7.1%
田	1	7.1%
多	1	7.1%
道	1	7.1%
福	1	7.1%
正	1	7.1%
靑	1	7.1%
松	1	7.1%
Other values (4)	4	28.6%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	1	100.0%

법인여부
Categorical

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

개인	7263
법인	2737

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
개인	7263	72.6%
법인	2737	27.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
개인	7263	72.6%
법인	2737	27.4%

사업장 전화번호
Text

MISSING

Distinct	5864
Distinct (%)	88.6%
Missing	3380
Missing (%)	33.8%
Memory size	156.2 KiB

Length

Max length	40
Median length	39
Mean length	10.58852
Min length	1

Characters and Unicode

Total characters	70096
Distinct characters	26
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	5260 ?
Unique (%)	79.5%

Sample

1st row	02-722-5379
2nd row	02)555-8891
3rd row	070-7537-0420
4th row	02-3216-6870
5th row	025551177

Value	Count	Frequency (%)
02	305	4.1%
	54	0.7%
070	39	0.5%
010	9	0.1%
1688	6	0.1%
02-563-1486	5	0.1%
2209	5	0.1%
495	5	0.1%
455	5	0.1%
1644	5	0.1%
Other values (6183)	7036	94.1%

Most occurring characters

Value	Count	Frequency (%)
0	11383	16.2%
2	10303	14.7%
-	7118	10.2%
5	5842	8.3%
7	5435	7.8%
6	5189	7.4%
1	5163	7.4%
3	4868	6.9%
8	4841	6.9%
4	4636	6.6%
Other values (16)	5318	7.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	61747	88.1%
Dash Punctuation	7118	10.2%
Space Separator	964	1.4%
Other Punctuation	132	0.2%
Close Punctuation	68	0.1%
Open Punctuation	31	< 0.1%
Math Symbol	19	< 0.1%
Other Letter	14	< 0.1%
Uppercase Letter	2	< 0.1%
Modifier Symbol	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	11383	18.4%
2	10303	16.7%
5	5842	9.5%
7	5435	8.8%
6	5189	8.4%
1	5163	8.4%
3	4868	7.9%
8	4841	7.8%
4	4636	7.5%
9	4087	6.6%

Other Letter

Value	Count	Frequency (%)
미	4	28.6%
록	4	28.6%
등	4	28.6%
없	1	7.1%
음	1	7.1%

Other Punctuation

Value	Count	Frequency (%)
*	67	50.8%
/	45	34.1%
.	20	15.2%

Uppercase Letter

Value	Count	Frequency (%)
K	1	50.0%
T	1	50.0%

Dash Punctuation

Value	Count	Frequency (%)
-	7118	100.0%

Space Separator

Value	Count	Frequency (%)
	964	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	68	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	31	100.0%

Math Symbol

Value	Count	Frequency (%)
~	19	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	70080	> 99.9%
Hangul	14	< 0.1%
Latin	2	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	11383	16.2%
2	10303	14.7%
-	7118	10.2%
5	5842	8.3%
7	5435	7.8%
6	5189	7.4%
1	5163	7.4%
3	4868	6.9%
8	4841	6.9%
4	4636	6.6%
Other values (9)	5302	7.6%

Hangul

Value	Count	Frequency (%)
미	4	28.6%
록	4	28.6%
등	4	28.6%
없	1	7.1%
음	1	7.1%

Latin

Value	Count	Frequency (%)
K	1	50.0%
T	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	70082	> 99.9%
Hangul	14	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	11383	16.2%
2	10303	14.7%
-	7118	10.2%
5	5842	8.3%
7	5435	7.8%
6	5189	7.4%
1	5163	7.4%
3	4868	6.9%
8	4841	6.9%
4	4636	6.6%
Other values (11)	5304	7.6%

Hangul

Value	Count	Frequency (%)
미	4	28.6%
록	4	28.6%
등	4	28.6%
없	1	7.1%
음	1	7.1%

소재지
Text

MISSING

Distinct	8659
Distinct (%)	89.4%
Missing	318
Missing (%)	3.2%
Memory size	156.2 KiB

Length

Max length	65
Median length	51
Mean length	31.513737
Min length	15

Characters and Unicode

Total characters	305116
Distinct characters	616
Distinct categories	12 ?
Distinct scripts	4 ?
Distinct blocks	6 ?

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

Unique

Unique	7918 ?
Unique (%)	81.8%

Sample

1st row	서울특별시 서대문구 홍은동 8번지 31호
2nd row	서울특별시 송파구 가락동 99번지 3호 제일오피스텔-1705
3rd row	서울특별시 서초구 반포동 728-26 302호
4th row	서울특별시 서초구 서초동 1338번지 20호 현대렉시온
5th row	서울특별시 서대문구 홍은동 48번지 213호

Value	Count	Frequency (%)
서울특별시	9678	17.0%
강남구	1549	2.7%
서초구	949	1.7%
1호	705	1.2%
역삼동	702	1.2%
송파구	614	1.1%
서초동	579	1.0%
중구	517	0.9%
영등포구	465	0.8%
2호	455	0.8%
Other values (9487)	40869	71.6%

Most occurring characters

Value	Count	Frequency (%)
	67635	22.2%
1	13603	4.5%
서	12046	3.9%
동	11105	3.6%
구	10485	3.4%
시	9922	3.3%
울	9722	3.2%
별	9685	3.2%
특	9679	3.2%
2	8931	2.9%
Other values (606)	142303	46.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	166782	54.7%
Space Separator	67635	22.2%
Decimal Number	63566	20.8%
Dash Punctuation	5503	1.8%
Uppercase Letter	1076	0.4%
Other Punctuation	238	0.1%
Lowercase Letter	96	< 0.1%
Close Punctuation	95	< 0.1%
Open Punctuation	91	< 0.1%
Letter Number	27	< 0.1%
Other values (2)	7	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	12046	7.2%
동	11105	6.7%
구	10485	6.3%
시	9922	5.9%
울	9722	5.8%
별	9685	5.8%
특	9679	5.8%
호	8599	5.2%
지	8413	5.0%
번	7895	4.7%
Other values (534)	69231	41.5%

Uppercase Letter

Value	Count	Frequency (%)
B	229	21.3%
A	206	19.1%
S	77	7.2%
D	76	7.1%
T	51	4.7%
C	50	4.6%
K	44	4.1%
I	42	3.9%
L	41	3.8%
E	33	3.1%
Other values (16)	227	21.1%

Lowercase Letter

Value	Count	Frequency (%)
e	19	19.8%
n	13	13.5%
i	11	11.5%
a	8	8.3%
r	7	7.3%
c	5	5.2%
s	4	4.2%
u	4	4.2%
l	4	4.2%
t	4	4.2%
Other values (10)	17	17.7%

Decimal Number

Value	Count	Frequency (%)
1	13603	21.4%
2	8931	14.0%
0	8015	12.6%
3	6913	10.9%
4	5793	9.1%
5	4982	7.8%
6	4584	7.2%
7	4055	6.4%
9	3393	5.3%
8	3297	5.2%

Other Punctuation

Value	Count	Frequency (%)
/	83	34.9%
,	81	34.0%
.	66	27.7%
？	4	1.7%
@	2	0.8%
*	1	0.4%
;	1	0.4%

Letter Number

Value	Count	Frequency (%)
Ⅱ	17	63.0%
Ⅰ	7	25.9%
Ⅲ	3	11.1%

Space Separator

Value	Count	Frequency (%)
	67635	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5503	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	95	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	91	100.0%

Math Symbol

Value	Count	Frequency (%)
~	6	100.0%

Other Number

Value	Count	Frequency (%)
½	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	166780	54.7%
Common	137135	44.9%
Latin	1199	0.4%
Han	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	12046	7.2%
동	11105	6.7%
구	10485	6.3%
시	9922	5.9%
울	9722	5.8%
별	9685	5.8%
특	9679	5.8%
호	8599	5.2%
지	8413	5.0%
번	7895	4.7%
Other values (532)	69229	41.5%

Latin

Value	Count	Frequency (%)
B	229	19.1%
A	206	17.2%
S	77	6.4%
D	76	6.3%
T	51	4.3%
C	50	4.2%
K	44	3.7%
I	42	3.5%
L	41	3.4%
E	33	2.8%
Other values (39)	350	29.2%

Common

Value	Count	Frequency (%)
	67635	49.3%
1	13603	9.9%
2	8931	6.5%
0	8015	5.8%
3	6913	5.0%
4	5793	4.2%
-	5503	4.0%
5	4982	3.6%
6	4584	3.3%
7	4055	3.0%
Other values (13)	7121	5.2%

Han

Value	Count	Frequency (%)
塘	1	50.0%
金	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	166780	54.7%
ASCII	138302	45.3%
Number Forms	27	< 0.1%
None	5	< 0.1%
CJK	1	< 0.1%
CJK Compat Ideographs	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	67635	48.9%
1	13603	9.8%
2	8931	6.5%
0	8015	5.8%
3	6913	5.0%
4	5793	4.2%
-	5503	4.0%
5	4982	3.6%
6	4584	3.3%
7	4055	2.9%
Other values (57)	8288	6.0%

Hangul

Value	Count	Frequency (%)
서	12046	7.2%
동	11105	6.7%
구	10485	6.3%
시	9922	5.9%
울	9722	5.8%
별	9685	5.8%
특	9679	5.8%
호	8599	5.2%
지	8413	5.0%
번	7895	4.7%
Other values (532)	69229	41.5%

Number Forms

Value	Count	Frequency (%)
Ⅱ	17	63.0%
Ⅰ	7	25.9%
Ⅲ	3	11.1%

None

Value	Count	Frequency (%)
？	4	80.0%
½	1	20.0%

CJK

Value	Count	Frequency (%)
塘	1	100.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
金	1	100.0%

소재지(도로명)
Text

MISSING

Distinct	4762
Distinct (%)	91.6%
Missing	4801
Missing (%)	48.0%
Memory size	156.2 KiB

Length

Max length	67
Median length	54
Mean length	37.227159
Min length	22

Characters and Unicode

Total characters	193544
Distinct characters	599
Distinct categories	11 ?
Distinct scripts	4 ?
Distinct blocks	6 ?

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

Unique

Unique	4378 ?
Unique (%)	84.2%

Sample

1st row	서울특별시 서대문구 홍은중앙로 155, 101호 (홍은동, 이루하이빌)
2nd row	서울특별시 송파구 송파대로 260, 1705호 (가락동, 제일오피스텔)
3rd row	서울특별시 서초구 강남대로 305, 현대렉시온 11층 1118호 (서초동)
4th row	서울특별시 서대문구 세검정로 15 (홍은동)
5th row	서울특별시 중구 마장로 3, 맥스타일오피스텔 16층 4호 (신당동)

Value	Count	Frequency (%)
서울특별시	5199	14.1%
강남구	928	2.5%
서초구	575	1.6%
2층	481	1.3%
역삼동	406	1.1%
서초동	381	1.0%
3층	373	1.0%
영등포구	339	0.9%
송파구	324	0.9%
4층	312	0.8%
Other values (6583)	27474	74.7%

Most occurring characters

Value	Count	Frequency (%)
	31618	16.3%
1	7476	3.9%
,	7128	3.7%
서	6919	3.6%
동	6862	3.5%
구	5740	3.0%
로	5738	3.0%
시	5369	2.8%
2	5336	2.8%
울	5241	2.7%
Other values (589)	106117	54.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	107758	55.7%
Decimal Number	34559	17.9%
Space Separator	31618	16.3%
Other Punctuation	7145	3.7%
Close Punctuation	5239	2.7%
Open Punctuation	5237	2.7%
Dash Punctuation	1052	0.5%
Uppercase Letter	800	0.4%
Lowercase Letter	98	0.1%
Letter Number	28	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	6919	6.4%
동	6862	6.4%
구	5740	5.3%
로	5738	5.3%
시	5369	5.0%
울	5241	4.9%
별	5206	4.8%
특	5200	4.8%
호	4270	4.0%
길	2730	2.5%
Other values (521)	54483	50.6%

Uppercase Letter

Value	Count	Frequency (%)
B	178	22.2%
A	115	14.4%
S	77	9.6%
C	47	5.9%
T	44	5.5%
E	36	4.5%
K	34	4.2%
L	33	4.1%
I	31	3.9%
G	23	2.9%
Other values (16)	182	22.8%

Lowercase Letter

Value	Count	Frequency (%)
e	19	19.4%
n	13	13.3%
r	10	10.2%
i	9	9.2%
c	7	7.1%
w	6	6.1%
t	5	5.1%
b	4	4.1%
o	4	4.1%
s	4	4.1%
Other values (9)	17	17.3%

Decimal Number

Value	Count	Frequency (%)
1	7476	21.6%
2	5336	15.4%
0	4446	12.9%
3	4122	11.9%
4	2894	8.4%
5	2727	7.9%
6	2238	6.5%
7	1977	5.7%
8	1841	5.3%
9	1502	4.3%

Other Punctuation

Value	Count	Frequency (%)
,	7128	99.8%
.	10	0.1%
@	3	< 0.1%
？	2	< 0.1%
?	2	< 0.1%

Letter Number

Value	Count	Frequency (%)
Ⅱ	17	60.7%
Ⅰ	8	28.6%
Ⅲ	3	10.7%

Space Separator

Value	Count	Frequency (%)
	31618	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	5239	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	5237	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1052	100.0%

Math Symbol

Value	Count	Frequency (%)
~	10	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	107755	55.7%
Common	84860	43.8%
Latin	926	0.5%
Han	3	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	6919	6.4%
동	6862	6.4%
구	5740	5.3%
로	5738	5.3%
시	5369	5.0%
울	5241	4.9%
별	5206	4.8%
특	5200	4.8%
호	4270	4.0%
길	2730	2.5%
Other values (518)	54480	50.6%

Latin

Value	Count	Frequency (%)
B	178	19.2%
A	115	12.4%
S	77	8.3%
C	47	5.1%
T	44	4.8%
E	36	3.9%
K	34	3.7%
L	33	3.6%
I	31	3.3%
G	23	2.5%
Other values (38)	308	33.3%

Common

Value	Count	Frequency (%)
	31618	37.3%
1	7476	8.8%
,	7128	8.4%
2	5336	6.3%
)	5239	6.2%
(	5237	6.2%
0	4446	5.2%
3	4122	4.9%
4	2894	3.4%
5	2727	3.2%
Other values (10)	8637	10.2%

Han

Value	Count	Frequency (%)
家	1	33.3%
塘	1	33.3%
金	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	107755	55.7%
ASCII	85756	44.3%
Number Forms	28	< 0.1%
None	2	< 0.1%
CJK	2	< 0.1%
CJK Compat Ideographs	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	31618	36.9%
1	7476	8.7%
,	7128	8.3%
2	5336	6.2%
)	5239	6.1%
(	5237	6.1%
0	4446	5.2%
3	4122	4.8%
4	2894	3.4%
5	2727	3.2%
Other values (54)	9533	11.1%

Hangul

Value	Count	Frequency (%)
서	6919	6.4%
동	6862	6.4%
구	5740	5.3%
로	5738	5.3%
시	5369	5.0%
울	5241	4.9%
별	5206	4.8%
특	5200	4.8%
호	4270	4.0%
길	2730	2.5%
Other values (518)	54480	50.6%

Number Forms

Value	Count	Frequency (%)
Ⅱ	17	60.7%
Ⅰ	8	28.6%
Ⅲ	3	10.7%

None

Value	Count	Frequency (%)
？	2	100.0%

CJK

Value	Count	Frequency (%)
家	1	50.0%
塘	1	50.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
金	1	100.0%

우편번호
Real number (ℝ)

MISSING

Distinct	1382
Distinct (%)	31.7%
Missing	5647
Missing (%)	56.5%
Infinite	0
Infinite (%)	0.0%
Mean	136659.36

Minimum	4538
Maximum	410762
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	4538
5-th percentile	110050.4
Q1	132040
median	136150
Q3	143220
95-th percentile	157200
Maximum	410762
Range	406224
Interquartile range (IQR)	11180

Descriptive statistics

Standard deviation	15236.549
Coefficient of variation (CV)	0.1114929
Kurtosis	50.269311
Mean	136659.36
Median Absolute Deviation (MAD)	5310
Skewness	1.4837796
Sum	5.948782 × 10⁸
Variance	2.3215242 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
135080	160	1.6%
137070	144	1.4%
157010	64	0.6%
151015	52	0.5%
152050	51	0.5%
158070	51	0.5%
135010	46	0.5%
158050	46	0.5%
151050	43	0.4%
142100	40	0.4%
Other values (1372)	3656	36.6%
(Missing)	5647	56.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4538	2	< 0.1%
5510	1	< 0.1%
7327	1	< 0.1%
100011	3	< 0.1%
100012	1	< 0.1%
100013	1	< 0.1%
100014	2	< 0.1%
100015	3	< 0.1%
100021	27	0.3%
100022	6	0.1%

Value	Count	Frequency (%)
410762	1	< 0.1%
403866	1	< 0.1%
158877	2	< 0.1%
158871	2	< 0.1%
158864	1	< 0.1%
158863	1	< 0.1%
158860	4	< 0.1%
158859	1	< 0.1%
158845	1	< 0.1%
158842	1	< 0.1%

등록일자
Real number (ℝ)

HIGH CORRELATION

Distinct	3562
Distinct (%)	35.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20136373

Minimum	20060124
Maximum	20240502
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20060124
5-th percentile	20070807
Q1	20091110
median	20130307
Q3	20170706
95-th percentile	20230134
Maximum	20240502
Range	180378
Interquartile range (IQR)	79596

Descriptive statistics

Standard deviation	48810.517
Coefficient of variation (CV)	0.0024239974
Kurtosis	-0.90869702
Mean	20136373
Median Absolute Deviation (MAD)	39605
Skewness	0.45669181
Sum	2.0136373 × 10¹¹
Variance	2.3824666 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20080814	31	0.3%
20090611	21	0.2%
20080818	19	0.2%
20081222	19	0.2%
20080822	18	0.2%
20080926	16	0.2%
20090507	16	0.2%
20080731	16	0.2%
20080806	16	0.2%
20080728	14	0.1%
Other values (3552)	9814	98.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20060124	1	< 0.1%
20060308	1	< 0.1%
20060320	2	< 0.1%
20060323	3	< 0.1%
20060324	4	< 0.1%
20060329	1	< 0.1%
20060407	1	< 0.1%
20060410	2	< 0.1%
20060411	1	< 0.1%
20060412	1	< 0.1%

Value	Count	Frequency (%)
20240502	1	< 0.1%
20240429	2	< 0.1%
20240425	2	< 0.1%
20240424	4	< 0.1%
20240423	2	< 0.1%
20240422	3	< 0.1%
20240419	2	< 0.1%
20240417	1	< 0.1%
20240415	1	< 0.1%
20240411	4	< 0.1%

유효기간만료일자
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	3313
Distinct (%)	42.0%
Missing	2111
Missing (%)	21.1%
Infinite	0
Infinite (%)	0.0%
Mean	20181609

Minimum	20100122
Maximum	22180428
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20100122
5-th percentile	20120304
Q1	20141028
median	20180122
Q3	20220109
95-th percentile	20260425
Maximum	22180428
Range	2080306
Interquartile range (IQR)	79081

Descriptive statistics

Standard deviation	49649.51
Coefficient of variation (CV)	0.0024601364
Kurtosis	331.54687
Mean	20181609
Median Absolute Deviation (MAD)	39097
Skewness	8.4833228
Sum	1.5921271 × 10¹¹
Variance	2.4650738 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20110831	14	0.1%
20150531	13	0.1%
20150508	13	0.1%
20140711	12	0.1%
20140831	12	0.1%
20190216	12	0.1%
20140816	11	0.1%
20190720	11	0.1%
20130329	11	0.1%
20140608	11	0.1%
Other values (3303)	7769	77.7%
(Missing)	2111	21.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20100122	1	< 0.1%
20100125	1	< 0.1%
20100216	1	< 0.1%
20100308	1	< 0.1%
20100326	1	< 0.1%
20100405	1	< 0.1%
20100418	2	< 0.1%
20100427	1	< 0.1%
20100514	1	< 0.1%
20100515	1	< 0.1%

Value	Count	Frequency (%)
22180428	1	< 0.1%
20270501	1	< 0.1%
20270429	2	< 0.1%
20270425	2	< 0.1%
20270424	4	< 0.1%
20270423	2	< 0.1%
20270421	3	< 0.1%
20270419	2	< 0.1%
20270417	1	< 0.1%
20270415	1	< 0.1%

폐쇄일자
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	3127
Distinct (%)	37.1%
Missing	1579
Missing (%)	15.8%
Infinite	0
Infinite (%)	0.0%
Mean	20141639

Minimum	20081023
Maximum	20240503
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20081023
5-th percentile	20090924
Q1	20110323
median	20130725
Q3	20170403
95-th percentile	20220809
Maximum	20240503
Range	159480
Interquartile range (IQR)	60080

Descriptive statistics

Standard deviation	40500.387
Coefficient of variation (CV)	0.0020107791
Kurtosis	-0.56188217
Mean	20141639
Median Absolute Deviation (MAD)	29798
Skewness	0.67962943
Sum	1.6961274 × 10¹¹
Variance	1.6402814 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20091116	223	2.2%
20100927	69	0.7%
20101213	23	0.2%
20170124	21	0.2%
20111108	20	0.2%
20110420	19	0.2%
20110125	19	0.2%
20130529	18	0.2%
20170125	18	0.2%
20110425	18	0.2%
Other values (3117)	7973	79.7%
(Missing)	1579	15.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20081023	1	< 0.1%
20090125	1	< 0.1%
20090211	1	< 0.1%
20090309	2	< 0.1%
20090311	2	< 0.1%
20090312	5	0.1%
20090313	3	< 0.1%
20090316	2	< 0.1%
20090317	1	< 0.1%
20090318	2	< 0.1%

Value	Count	Frequency (%)
20240503	3	< 0.1%
20240502	2	< 0.1%
20240501	1	< 0.1%
20240430	3	< 0.1%
20240429	1	< 0.1%
20240426	1	< 0.1%
20240423	2	< 0.1%
20240422	3	< 0.1%
20240419	2	< 0.1%
20240418	1	< 0.1%

지점설립일자
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	3567
Distinct (%)	40.8%
Missing	1251
Missing (%)	12.5%
Infinite	0
Infinite (%)	0.0%
Mean	20135166

Minimum	19670425
Maximum	20240429
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	19670425
5-th percentile	20070107
Q1	20100407
median	20130429
Q3	20170428
95-th percentile	20220426
Maximum	20240429
Range	570004
Interquartile range (IQR)	70021

Descriptive statistics

Standard deviation	47575.943
Coefficient of variation (CV)	0.0023628284
Kurtosis	0.84591889
Mean	20135166
Median Absolute Deviation (MAD)	30680
Skewness	0.065197888
Sum	1.7616257 × 10¹¹
Variance	2.2634703 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20090611	24	0.2%
20090820	24	0.2%
20090507	21	0.2%
20090528	18	0.2%
20090512	16	0.2%
20090514	14	0.1%
20090511	14	0.1%
20090821	14	0.1%
20101102	12	0.1%
20130214	12	0.1%
Other values (3557)	8580	85.8%
(Missing)	1251	12.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19670425	1	< 0.1%
19770919	1	< 0.1%
19880302	1	< 0.1%
19940223	1	< 0.1%
19940418	1	< 0.1%
19950501	1	< 0.1%
19960327	1	< 0.1%
19960712	1	< 0.1%
19961231	1	< 0.1%
19970302	1	< 0.1%

Value	Count	Frequency (%)
20240429	2	< 0.1%
20240425	2	< 0.1%
20240423	2	< 0.1%
20240422	1	< 0.1%
20240419	3	< 0.1%
20240417	1	< 0.1%
20240415	1	< 0.1%
20240411	2	< 0.1%
20240408	1	< 0.1%
20240404	1	< 0.1%

본점여부
Categorical

IMBALANCE

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

본점	9933
지점	67

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
본점	9933	99.3%
지점	67	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
본점	9933	99.3%
지점	67	0.7%

최근수정일자
Real number (ℝ)

HIGH CORRELATION

Distinct	3194
Distinct (%)	31.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20152606

Minimum	20090518
Maximum	20240503
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20090518
5-th percentile	20091118
Q1	20110923
median	20140822
Q3	20190313
95-th percentile	20231004
Maximum	20240503
Range	149985
Interquartile range (IQR)	79390.25

Descriptive statistics

Standard deviation	45766.925
Coefficient of variation (CV)	0.0022710177
Kurtosis	-1.0574454
Mean	20152606
Median Absolute Deviation (MAD)	30513.5
Skewness	0.44682299
Sum	2.0152606 × 10¹¹
Variance	2.0946114 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20091117	89	0.9%
20090609	48	0.5%
20100330	46	0.5%
20091118	45	0.4%
20091116	41	0.4%
20091119	38	0.4%
20100927	38	0.4%
20110425	35	0.4%
20090622	35	0.4%
20160812	34	0.3%
Other values (3184)	9551	95.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20090518	1	< 0.1%
20090521	2	< 0.1%
20090601	3	< 0.1%
20090602	4	< 0.1%
20090603	7	0.1%
20090604	19	0.2%
20090605	3	< 0.1%
20090608	3	< 0.1%
20090609	48	0.5%
20090610	18	0.2%

Value	Count	Frequency (%)
20240503	10	0.1%
20240502	8	0.1%
20240501	2	< 0.1%
20240430	4	< 0.1%
20240429	6	0.1%
20240426	2	< 0.1%
20240425	3	< 0.1%
20240424	7	0.1%
20240423	7	0.1%
20240422	10	0.1%

Heatmap
Table

	등록신청사업	영업구분	법인여부	우편번호	등록일자	유효기간만료일자	폐쇄일자	지점설립일자	본점여부	최근수정일자
등록신청사업	1.000	0.081	0.009	0.000	0.229	0.000	0.218	0.186	0.000	0.167
영업구분	0.081	1.000	0.172	0.022	0.595	0.000	0.289	0.501	0.047	0.486
법인여부	0.009	0.172	1.000	0.052	0.346	0.000	0.271	0.273	0.193	0.354
우편번호	0.000	0.022	0.052	1.000	0.120	NaN	0.000	0.066	0.000	0.125
등록일자	0.229	0.595	0.346	0.120	1.000	0.000	0.938	0.730	0.081	0.939
유효기간만료일자	0.000	0.000	0.000	NaN	0.000	1.000	0.000	0.000	0.000	0.000
폐쇄일자	0.218	0.289	0.271	0.000	0.938	0.000	1.000	0.718	0.056	0.986
지점설립일자	0.186	0.501	0.273	0.066	0.730	0.000	0.718	1.000	0.171	0.700
본점여부	0.000	0.047	0.193	0.000	0.081	0.000	0.056	0.171	1.000	0.093
최근수정일자	0.167	0.486	0.354	0.125	0.939	0.000	0.986	0.700	0.093	1.000

Heatmap
Table

	법인여부	등록신청사업	영업구분	본점여부
법인여부	1.000	0.006	0.184	0.124
등록신청사업	0.006	1.000	0.087	0.000
영업구분	0.184	0.087	1.000	0.050
본점여부	0.124	0.000	0.050	1.000

Heatmap
Table

	우편번호	등록일자	유효기간만료일자	폐쇄일자	지점설립일자	최근수정일자	등록신청사업	영업구분	법인여부	본점여부
우편번호	1.000	0.017	0.017	0.038	0.068	0.023	0.000	0.000	0.053	0.000
등록일자	0.017	1.000	0.996	0.962	0.929	0.966	0.176	0.353	0.265	0.062
유효기간만료일자	0.017	0.996	1.000	0.964	0.902	0.967	0.000	0.000	0.000	0.000
폐쇄일자	0.038	0.962	0.964	1.000	0.911	0.992	0.167	0.124	0.208	0.043
지점설립일자	0.068	0.929	0.902	0.911	1.000	0.901	0.074	0.381	0.321	0.173
최근수정일자	0.023	0.966	0.967	0.992	0.901	1.000	0.128	0.282	0.271	0.071
등록신청사업	0.000	0.176	0.000	0.167	0.074	0.128	1.000	0.087	0.006	0.000
영업구분	0.000	0.353	0.000	0.124	0.381	0.282	0.087	1.000	0.184	0.050
법인여부	0.053	0.265	0.000	0.208	0.321	0.271	0.006	0.184	1.000	0.124
본점여부	0.000	0.062	0.000	0.043	0.173	0.071	0.000	0.050	0.124	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	등록신청사업	영업구분	등록증번호	상호	법인여부	사업장 전화번호	소재지	소재지(도로명)	우편번호	등록일자	유효기간만료일자	폐쇄일자	지점설립일자	본점여부	최근수정일자
14229	대부중개업	폐업	2014-서울서대문-00007(대부중개업)	이루 대부 중개	개인	02-722-5379	서울특별시 서대문구 홍은동 8번지 31호	서울특별시 서대문구 홍은중앙로 155, 101호 (홍은동, 이루하이빌)	120101	20140808	20170807	20150716	20140808	본점	20150716
10356	대부중개업	폐업	2016-서울송파-0010(대부중개업)	OK더드림대부	개인	02)555-8891	서울특별시 송파구 가락동 99번지 3호 제일오피스텔-1705	서울특별시 송파구 송파대로 260, 1705호 (가락동, 제일오피스텔)	<NA>	20150914	20180914	20170725	20150914	본점	20170725
27404	대부업	<NA>	2007-서울특별시-01551(대부업)	진솔함	개인	<NA>	서울특별시 서초구 반포동 728-26 302호	<NA>	<NA>	20071218	<NA>	20100803	<NA>	본점	20100803
96	대부중개업	영업중	2024-서울서초-0035(대부중개업)	주식회사 어니스티자산관리대부	법인	070-7537-0420	서울특별시 서초구 서초동 1338번지 20호 현대렉시온	서울특별시 서초구 강남대로 305, 현대렉시온 11층 1118호 (서초동)	<NA>	20240425	20270425	<NA>	20240425	본점	20240425
1477	대부업	영업중	2015-서울서대문-00002(대부업)	홍은사 전당포대부	개인	02-3216-6870	서울특별시 서대문구 홍은동 48번지 213호	서울특별시 서대문구 세검정로 15 (홍은동)	120101	20231025	20261025	<NA>	20150210	본점	20231025
31160	대부중개업	<NA>	2008-서울특별시-02898	광야산업	개인	025551177	서울특별시 성동구 성수1가1동 656-410 홍성빌딩 421호	<NA>	133111	20081106	<NA>	20090422	<NA>	본점	20090609
21020	대부업	폐업	2010-서울강남-0317	다빈치캐피탈대부	개인	0804942222	서울특별시 강남구 논현동 227번지 4호 양지상가 3층-326	<NA>	135010	20100929	20130929	20120727	20100929	본점	20120727
4883	대부중개업	영업중	2021-서울중구-0048(대부중개업)	유진홀딩스대부	개인	02-2238-3338	서울특별시 중구 신당동 773번지 맥스타일	서울특별시 중구 마장로 3, 맥스타일오피스텔 16층 4호 (신당동)	<NA>	20211228	20241228	<NA>	20211228	본점	20211228
12190	대부업	<NA>	2013-서울강남-0258	조이크레디트대부금융 강남센터	법인	02-6925-0107	서울특별시 강남구 역삼동 707번지 34호 한신인터밸리24 서관6층 601~607호	서울특별시 강남구 테헤란로 322, 서관6층 601~607호 (역삼동, 한신인터밸리24빌딩)	<NA>	20130927	20160927	<NA>	20130927	지점	20160906
26170	대부중개업	<NA>	2009-서울특별시-00722(대부중개업)	독도 대부중개	개인	07075019950	서울특별시 서초구 반포동 715-8번지 206호	<NA>	<NA>	20090514	<NA>	20101213	20090514	본점	20101213

	등록신청사업	영업구분	등록증번호	상호	법인여부	사업장 전화번호	소재지	소재지(도로명)	우편번호	등록일자	유효기간만료일자	폐쇄일자	지점설립일자	본점여부	최근수정일자
14360	대부업	폐업	2012-서울노원-00061	봉화금융대부	개인	02 -974-5511	서울특별시 노원구 공릉동 653번지 5호 엘네스트오피스텔-301	서울특별시 노원구 화랑로 465, 301호 (공릉동, 엘네스트빌오피스텔)	139808	20121121	20151121	20150622	20121120	본점	20150622
20039	대부업	폐업	2008-서울특별시-03332(대부업)	안해중대부상사	개인	07081824484	서울특별시 강서구 화곡동 454-7	<NA>	<NA>	20111128	20141229	20121226	20081229	본점	20121226
18277	대부업	폐업	2012-서울양천-00067	CFC 대부	개인	<NA>	서울특별시 양천구 목동 543번지 1호 현진에버타운-502	<NA>	158050	20120612	20150612	20130702	20120612	본점	20130703
27173	대부업	<NA>	2009-서울특별시-00966(대부업)	해피캐쉬론(대부)	개인	025785544	서울특별시 강남구 역삼동 706번지 20호 한화진넥스빌-812	<NA>	135080	20090529	<NA>	20100901	20090529	본점	20100902
29405	대부업	<NA>	2007-서울특별시-01153(대부업)	신성	개인	<NA>	서울특별시 용산구 보광동 3-339	<NA>	<NA>	20070907	<NA>	20091130	20070830	본점	20091201
8647	대부업	폐업	2016-서울광진-29(대부업)	솔라캐피탈대부	개인	<NA>	서울특별시 광진구 자양동 846번지 22호	서울특별시 광진구 뚝섬로23가길 28, 502호 (자양동)	<NA>	20160707	20190707	20180806	20160707	본점	20180806
6728	대부업	폐업	2019-서울영등포-1086(대부업)	미성대부	개인	02-849-3354	서울특별시 영등포구 신길동 410번지 145호 미성빌라	서울특별시 영등포구 도림로 209, 미성상가 101호 (신길동)	<NA>	20190202	20220202	20200424	20190202	본점	20200424
16167	대부업	폐업	2013-서울강남-0078(대부업)	(주)이오에셋대부금융	법인	0234485060	서울특별시 강남구 신사동 586번지 12호 삼원빌딩 401호	서울특별시 강남구 도산대로27길 26 (신사동, 삼원빌딩 401호)	135892	20130319	20160319	20140527	20130319	본점	20140527
3862	대부중개업	직권취소	2021-서울영등포-2113(대부중개업)	이지파트너스대부	개인	<NA>	서울특별시 영등포구 당산동3가 140번지 -B101	서울특별시 영등포구 국회대로 576, 지층 B101호 (당산동3가)	<NA>	20210401	20240401	20220913	20210323	본점	20220913
15502	대부업	폐업	2011-서울강동-00069(대부업)	우리머니대부	개인	024853789	서울특별시 강동구 천호동 46번지 3호 삼유빌딩 7층 703호	<NA>	134020	20111019	20141019	20141014	20111019	본점	20141015

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Dash Punctuation

Open Punctuation

Close Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation

Other Symbol

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Han

Most occurring blocks

Most frequent character per block

Hangul

ASCII

None

CJK

Compat Jamo

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Letter

Other Punctuation

Uppercase Letter

Dash Punctuation

Space Separator

Close Punctuation

Open Punctuation

Math Symbol

Modifier Symbol

Most occurring scripts

Most frequent character per script

Common

Hangul

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category