gimi9 Pandas Profiling

Dataset statistics

Number of variables	14
Number of observations	10000
Missing cells	14449
Missing cells (%)	10.3%
Duplicate rows	1
Duplicate rows (%)	< 0.1%
Total size in memory	1.2 MiB
Average record size in memory	125.0 B

Variable types

Categorical	4
Text	5
Numeric	5

Dataset

Description	등록신청사업,영업구분,등록증번호,상호,법인여부,사업장 전화번호,소재지,우편번호,등록일자,유효기간만료일자,폐쇄일자,지점설립일자,본점여부,최근수정일자
Author	서대문구
URL	https://data.seoul.go.kr/dataList/OA-2519/S/1/datasetView.do

Alerts

Dataset has 1 (< 0.1%) duplicate rows	Duplicates
`등록일자` is highly overall correlated with `유효기간만료일자` and 2 other fields	High correlation
`유효기간만료일자` is highly overall correlated with `등록일자` and 2 other fields	High correlation
`폐쇄일자` is highly overall correlated with `등록일자` and 2 other fields	High correlation
`최근수정일자` is highly overall correlated with `등록일자` and 2 other fields	High correlation
`본점여부` is highly imbalanced (94.3%)	Imbalance
`등록증번호` has 191 (1.9%) missing values	Missing
`사업장 전화번호` has 3447 (34.5%) missing values	Missing
`소재지` has 335 (3.4%) missing values	Missing
`우편번호` has 5622 (56.2%) missing values	Missing
`유효기간만료일자` has 2037 (20.4%) missing values	Missing
`폐쇄일자` has 1570 (15.7%) missing values	Missing
`지점설립일자` has 1247 (12.5%) missing values	Missing

Reproduction

Analysis started	2024-05-04 05:37:34.398529
Analysis finished	2024-05-04 05:37:45.932068
Duration	11.53 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	6208
대부중개업	3374
<NA>	418

Length

Max length	5
Median length	3
Mean length	3.7166
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
대부업	6208	62.1%
대부중개업	3374	33.7%
<NA>	418	4.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
대부업	6208	62.1%
대부중개업	3374	33.7%
na	418	4.2%

영업구분
Categorical

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

폐업	3738
<NA>	2851
타시군구이관	1230
영업중	850
유효기간만료	803
Other values (2)	528

Length

Max length	6
Median length	4
Mean length	3.575
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	3738	37.4%
<NA>	2851	28.5%
타시군구이관	1230	12.3%
영업중	850	8.5%
유효기간만료	803	8.0%
직권취소	523	5.2%
갱신등록불가	5	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	3738	37.4%
na	2851	28.5%
타시군구이관	1230	12.3%
영업중	850	8.5%
유효기간만료	803	8.0%
직권취소	523	5.2%
갱신등록불가	5	< 0.1%

등록증번호
Text

MISSING

Distinct	9759
Distinct (%)	99.5%
Missing	191
Missing (%)	1.9%
Memory size	156.2 KiB

Length

Max length	27
Median length	25
Mean length	19.500459
Min length	4

Characters and Unicode

Total characters	191280
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	9709 ?
Unique (%)	99.0%

Sample

1st row	2009-서울특별시-00908(대부중개업)
2nd row	2014-서울강북-0026
3rd row	2012-서울서초-0201(대부업)
4th row	2011-서울노원-00006(대부업)
5th row	2010-서울노원-00016 (대부업)

Value	Count	Frequency (%)
2011-서울특별시	19	0.2%
2013-서울특별시	17	0.2%
2010-서울	13	0.1%
2014-서울특별시	12	0.1%
대부업	12	0.1%
2015-서울특별시	11	0.1%
2012-서울특별시	10	0.1%
2016-서울특별시	9	0.1%
2017-서울특별시	8	0.1%
성북구-00009	5	0.1%
Other values (9717)	9842	98.8%

Most occurring characters

Value	Count	Frequency (%)
0	33778	17.7%
-	19602	10.2%
2	15709	8.2%
1	11852	6.2%
서	10855	5.7%
울	9786	5.1%
대	8447	4.4%
(	8186	4.3%
부	8143	4.3%
)	8139	4.3%
Other values (58)	56783	29.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	82476	43.1%
Other Letter	72727	38.0%
Dash Punctuation	19602	10.2%
Open Punctuation	8186	4.3%
Close Punctuation	8139	4.3%
Space Separator	150	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	10855	14.9%
울	9786	13.5%
대	8447	11.6%
부	8143	11.2%
업	7919	10.9%
중	3476	4.8%
개	2871	3.9%
시	2497	3.4%
별	2492	3.4%
특	2492	3.4%
Other values (44)	13749	18.9%

Decimal Number

Value	Count	Frequency (%)
0	33778	41.0%
2	15709	19.0%
1	11852	14.4%
3	3706	4.5%
8	3097	3.8%
4	3045	3.7%
9	2882	3.5%
7	2848	3.5%
6	2813	3.4%
5	2746	3.3%

Dash Punctuation

Value	Count	Frequency (%)
-	19602	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	8186	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	8139	100.0%

Space Separator

Value	Count	Frequency (%)
	150	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	118553	62.0%
Hangul	72727	38.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	10855	14.9%
울	9786	13.5%
대	8447	11.6%
부	8143	11.2%
업	7919	10.9%
중	3476	4.8%
개	2871	3.9%
시	2497	3.4%
별	2492	3.4%
특	2492	3.4%
Other values (44)	13749	18.9%

Common

Value	Count	Frequency (%)
0	33778	28.5%
-	19602	16.5%
2	15709	13.3%
1	11852	10.0%
(	8186	6.9%
)	8139	6.9%
3	3706	3.1%
8	3097	2.6%
4	3045	2.6%
9	2882	2.4%
Other values (4)	8557	7.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	118553	62.0%
Hangul	72727	38.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	33778	28.5%
-	19602	16.5%
2	15709	13.3%
1	11852	10.0%
(	8186	6.9%
)	8139	6.9%
3	3706	3.1%
8	3097	2.6%
4	3045	2.6%
9	2882	2.4%
Other values (4)	8557	7.2%

Hangul

Value	Count	Frequency (%)
서	10855	14.9%
울	9786	13.5%
대	8447	11.6%
부	8143	11.2%
업	7919	10.9%
중	3476	4.8%
개	2871	3.9%
시	2497	3.4%
별	2492	3.4%
특	2492	3.4%
Other values (44)	13749	18.9%

상호
Text

Distinct	8671
Distinct (%)	86.7%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	39
Median length	28
Mean length	7.7563
Min length	1

Characters and Unicode

Total characters	77563
Distinct characters	778
Distinct categories	12 ?
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	7598 ?
Unique (%)	76.0%

Sample

1st row	ASSET ZONE 대부중개
2nd row	골드라인(Goldline)대부
3rd row	비앤비대부
4th row	리드대부기획
5th row	양주대부

Value	Count	Frequency (%)
주식회사	840	7.0%
대부중개	326	2.7%
대부	268	2.2%
유한회사	50	0.4%
캐피탈	20	0.2%
대부업	20	0.2%
주	14	0.1%
loan	14	0.1%
대부중개업	13	0.1%
the	13	0.1%
Other values (8701)	10386	86.8%

Most occurring characters

Value	Count	Frequency (%)
대	8508	11.0%
부	8158	10.5%
주	2718	3.5%
이	2286	2.9%
개	2138	2.8%
중	2123	2.7%
	1968	2.5%
)	1903	2.5%
(	1895	2.4%
스	1875	2.4%
Other values (768)	43991	56.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	67583	87.1%
Uppercase Letter	2438	3.1%
Space Separator	1968	2.5%
Close Punctuation	1903	2.5%
Open Punctuation	1895	2.4%
Lowercase Letter	1205	1.6%
Decimal Number	269	0.3%
Other Punctuation	256	0.3%
Dash Punctuation	30	< 0.1%
Other Symbol	12	< 0.1%
Other values (2)	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
대	8508	12.6%
부	8158	12.1%
주	2718	4.0%
이	2286	3.4%
개	2138	3.2%
중	2123	3.1%
스	1875	2.8%
사	1356	2.0%
피	1128	1.7%
회	1034	1.5%
Other values (693)	36259	53.7%

Uppercase Letter

Value	Count	Frequency (%)
S	328	13.5%
K	210	8.6%
C	197	8.1%
M	180	7.4%
J	176	7.2%
H	126	5.2%
G	113	4.6%
B	110	4.5%
L	109	4.5%
N	102	4.2%
Other values (15)	787	32.3%

Lowercase Letter

Value	Count	Frequency (%)
e	149	12.4%
n	141	11.7%
o	140	11.6%
a	109	9.0%
t	74	6.1%
i	74	6.1%
s	59	4.9%
l	57	4.7%
c	55	4.6%
r	49	4.1%
Other values (15)	298	24.7%

Decimal Number

Value	Count	Frequency (%)
1	96	35.7%
2	43	16.0%
4	34	12.6%
9	22	8.2%
3	17	6.3%
5	15	5.6%
0	13	4.8%
7	11	4.1%
6	11	4.1%
8	7	2.6%

Other Punctuation

Value	Count	Frequency (%)
.	129	50.4%
&	107	41.8%
?	8	3.1%
,	7	2.7%
*	2	0.8%
/	1	0.4%
？	1	0.4%
@	1	0.4%

Space Separator

Value	Count	Frequency (%)
	1968	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1903	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1895	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	30	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	12	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	2	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	67588	87.1%
Common	6323	8.2%
Latin	3645	4.7%
Han	7	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
대	8508	12.6%
부	8158	12.1%
주	2718	4.0%
이	2286	3.4%
개	2138	3.2%
중	2123	3.1%
스	1875	2.8%
사	1356	2.0%
피	1128	1.7%
회	1034	1.5%
Other values (687)	36264	53.7%

Latin

Value	Count	Frequency (%)
S	328	9.0%
K	210	5.8%
C	197	5.4%
M	180	4.9%
J	176	4.8%
e	149	4.1%
n	141	3.9%
o	140	3.8%
H	126	3.5%
G	113	3.1%
Other values (41)	1885	51.7%

Common

Value	Count	Frequency (%)
	1968	31.1%
)	1903	30.1%
(	1895	30.0%
.	129	2.0%
&	107	1.7%
1	96	1.5%
2	43	0.7%
4	34	0.5%
-	30	0.5%
9	22	0.3%
Other values (13)	96	1.5%

Han

Value	Count	Frequency (%)
五	1	14.3%
花	1	14.3%
潤	1	14.3%
田	1	14.3%
福	1	14.3%
多	1	14.3%
道	1	14.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	67576	87.1%
ASCII	9965	12.8%
None	13	< 0.1%
CJK	7	< 0.1%
Number Forms	2	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
대	8508	12.6%
부	8158	12.1%
주	2718	4.0%
이	2286	3.4%
개	2138	3.2%
중	2123	3.1%
스	1875	2.8%
사	1356	2.0%
피	1128	1.7%
회	1034	1.5%
Other values (686)	36252	53.6%

ASCII

Value	Count	Frequency (%)
	1968	19.7%
)	1903	19.1%
(	1895	19.0%
S	328	3.3%
K	210	2.1%
C	197	2.0%
M	180	1.8%
J	176	1.8%
e	149	1.5%
n	141	1.4%
Other values (62)	2818	28.3%

None

Value	Count	Frequency (%)
㈜	12	92.3%
？	1	7.7%

Number Forms

Value	Count	Frequency (%)
Ⅱ	2	100.0%

CJK

Value	Count	Frequency (%)
五	1	14.3%
花	1	14.3%
潤	1	14.3%
田	1	14.3%
福	1	14.3%
多	1	14.3%
道	1	14.3%

법인여부
Categorical

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

개인	7183
법인	2817

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	개인
5th row	개인

Common Values

Value	Count	Frequency (%)
개인	7183	71.8%
법인	2817	28.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
개인	7183	71.8%
법인	2817	28.2%

사업장 전화번호
Text

MISSING

Distinct	5797
Distinct (%)	88.5%
Missing	3447
Missing (%)	34.5%
Memory size	156.2 KiB

Length

Max length	43
Median length	40
Mean length	10.586602
Min length	1

Characters and Unicode

Total characters	69374
Distinct characters	27
Distinct categories	9 ?
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	5181 ?
Unique (%)	79.1%

Sample

1st row	02-903-4200
2nd row	없음
3rd row	0216881147
4th row	02-785-2017
5th row	024039851

Value	Count	Frequency (%)
02	278	3.8%
	66	0.9%
070	38	0.5%
010	11	0.1%
432	9	0.1%
1599	6	0.1%
1566	6	0.1%
703	5	0.1%
2212	5	0.1%
63880505	5	0.1%
Other values (6099)	6913	94.2%

Most occurring characters

Value	Count	Frequency (%)
0	11320	16.3%
2	10217	14.7%
-	7065	10.2%
5	5829	8.4%
7	5443	7.8%
1	5122	7.4%
6	5040	7.3%
3	4811	6.9%
4	4751	6.8%
8	4651	6.7%
Other values (17)	5125	7.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	61147	88.1%
Dash Punctuation	7065	10.2%
Space Separator	869	1.3%
Other Punctuation	166	0.2%
Close Punctuation	65	0.1%
Math Symbol	31	< 0.1%
Open Punctuation	22	< 0.1%
Other Letter	5	< 0.1%
Uppercase Letter	4	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	11320	18.5%
2	10217	16.7%
5	5829	9.5%
7	5443	8.9%
1	5122	8.4%
6	5040	8.2%
3	4811	7.9%
4	4751	7.8%
8	4651	7.6%
9	3963	6.5%

Other Letter

Value	Count	Frequency (%)
없	1	20.0%
음	1	20.0%
미	1	20.0%
등	1	20.0%
록	1	20.0%

Other Punctuation

Value	Count	Frequency (%)
*	106	63.9%
/	40	24.1%
.	20	12.0%

Uppercase Letter

Value	Count	Frequency (%)
K	2	50.0%
T	1	25.0%
S	1	25.0%

Math Symbol

Value	Count	Frequency (%)
~	30	96.8%
×	1	3.2%

Dash Punctuation

Value	Count	Frequency (%)
-	7065	100.0%

Space Separator

Value	Count	Frequency (%)
	869	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	65	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	22	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	69365	> 99.9%
Hangul	5	< 0.1%
Latin	4	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	11320	16.3%
2	10217	14.7%
-	7065	10.2%
5	5829	8.4%
7	5443	7.8%
1	5122	7.4%
6	5040	7.3%
3	4811	6.9%
4	4751	6.8%
8	4651	6.7%
Other values (9)	5116	7.4%

Hangul

Value	Count	Frequency (%)
없	1	20.0%
음	1	20.0%
미	1	20.0%
등	1	20.0%
록	1	20.0%

Latin

Value	Count	Frequency (%)
K	2	50.0%
T	1	25.0%
S	1	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	69368	> 99.9%
Hangul	5	< 0.1%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	11320	16.3%
2	10217	14.7%
-	7065	10.2%
5	5829	8.4%
7	5443	7.8%
1	5122	7.4%
6	5040	7.3%
3	4811	6.9%
4	4751	6.8%
8	4651	6.7%
Other values (11)	5119	7.4%

Hangul

Value	Count	Frequency (%)
없	1	20.0%
음	1	20.0%
미	1	20.0%
등	1	20.0%
록	1	20.0%

None

Value	Count	Frequency (%)
×	1	100.0%

소재지
Text

MISSING

Distinct	8622
Distinct (%)	89.2%
Missing	335
Missing (%)	3.4%
Memory size	156.2 KiB

Length

Max length	65
Median length	50
Mean length	31.442421
Min length	15

Characters and Unicode

Total characters	303891
Distinct characters	633
Distinct categories	13 ?
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	7874 ?
Unique (%)	81.5%

Sample

1st row	서울특별시 중랑구 중화동 306-41
2nd row	서울특별시 강북구 수유동 229번지 18호 -205
3rd row	서울특별시 서초구 잠원동 44번지 20호 B103호
4th row	서울특별시 노원구 공릉동 744번지 건영장미아파트 101-110
5th row	서울특별시 노원구 하계동 256번지 5호 1 한신아파트-606

Value	Count	Frequency (%)
서울특별시	9661	17.0%
강남구	1657	2.9%
서초구	939	1.6%
역삼동	734	1.3%
1호	722	1.3%
송파구	590	1.0%
서초동	578	1.0%
중구	530	0.9%
2호	453	0.8%
강북구	434	0.8%
Other values (9424)	40615	71.4%

Most occurring characters

Value	Count	Frequency (%)
	67464	22.2%
1	13511	4.4%
서	12022	4.0%
동	11130	3.7%
구	10430	3.4%
시	9922	3.3%
울	9705	3.2%
별	9668	3.2%
특	9662	3.2%
2	8622	2.8%
Other values (623)	141755	46.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	166035	54.6%
Space Separator	67464	22.2%
Decimal Number	63229	20.8%
Dash Punctuation	5452	1.8%
Uppercase Letter	1113	0.4%
Other Punctuation	235	0.1%
Lowercase Letter	144	< 0.1%
Close Punctuation	98	< 0.1%
Open Punctuation	94	< 0.1%
Letter Number	18	< 0.1%
Other values (3)	9	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	12022	7.2%
동	11130	6.7%
구	10430	6.3%
시	9922	6.0%
울	9705	5.8%
별	9668	5.8%
특	9662	5.8%
호	8501	5.1%
지	8402	5.1%
번	7924	4.8%
Other values (545)	68669	41.4%

Uppercase Letter

Value	Count	Frequency (%)
B	271	24.3%
A	217	19.5%
S	80	7.2%
D	71	6.4%
T	52	4.7%
I	48	4.3%
K	47	4.2%
C	42	3.8%
L	34	3.1%
G	34	3.1%
Other values (16)	217	19.5%

Lowercase Letter

Value	Count	Frequency (%)
e	30	20.8%
n	13	9.0%
r	12	8.3%
i	12	8.3%
l	9	6.2%
o	8	5.6%
w	8	5.6%
t	7	4.9%
a	7	4.9%
k	6	4.2%
Other values (12)	32	22.2%

Decimal Number

Value	Count	Frequency (%)
1	13511	21.4%
2	8622	13.6%
0	7923	12.5%
3	6984	11.0%
4	5800	9.2%
5	4970	7.9%
6	4591	7.3%
7	4072	6.4%
8	3410	5.4%
9	3346	5.3%

Other Punctuation

Value	Count	Frequency (%)
,	85	36.2%
/	83	35.3%
.	61	26.0%
;	2	0.9%
？	1	0.4%
&	1	0.4%
*	1	0.4%
@	1	0.4%

Letter Number

Value	Count	Frequency (%)
Ⅱ	12	66.7%
Ⅰ	4	22.2%
Ⅲ	2	11.1%

Math Symbol

Value	Count	Frequency (%)
~	5	71.4%
>	1	14.3%
<	1	14.3%

Space Separator

Value	Count	Frequency (%)
	67464	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5452	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	98	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	94	100.0%

Other Number

Value	Count	Frequency (%)
½	1	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	166034	54.6%
Common	136580	44.9%
Latin	1275	0.4%
Han	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	12022	7.2%
동	11130	6.7%
구	10430	6.3%
시	9922	6.0%
울	9705	5.8%
별	9668	5.8%
특	9662	5.8%
호	8501	5.1%
지	8402	5.1%
번	7924	4.8%
Other values (544)	68668	41.4%

Latin

Value	Count	Frequency (%)
B	271	21.3%
A	217	17.0%
S	80	6.3%
D	71	5.6%
T	52	4.1%
I	48	3.8%
K	47	3.7%
C	42	3.3%
L	34	2.7%
G	34	2.7%
Other values (41)	379	29.7%

Common

Value	Count	Frequency (%)
	67464	49.4%
1	13511	9.9%
2	8622	6.3%
0	7923	5.8%
3	6984	5.1%
4	5800	4.2%
-	5452	4.0%
5	4970	3.6%
6	4591	3.4%
7	4072	3.0%
Other values (16)	7191	5.3%

Han

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	166033	54.6%
ASCII	137835	45.4%
Number Forms	18	< 0.1%
None	3	< 0.1%
CJK	1	< 0.1%
CJK Compat Ideographs	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	67464	48.9%
1	13511	9.8%
2	8622	6.3%
0	7923	5.7%
3	6984	5.1%
4	5800	4.2%
-	5452	4.0%
5	4970	3.6%
6	4591	3.3%
7	4072	3.0%
Other values (62)	8446	6.1%

Hangul

Value	Count	Frequency (%)
서	12022	7.2%
동	11130	6.7%
구	10430	6.3%
시	9922	6.0%
울	9705	5.8%
별	9668	5.8%
특	9662	5.8%
호	8501	5.1%
지	8402	5.1%
번	7924	4.8%
Other values (543)	68667	41.4%

Number Forms

Value	Count	Frequency (%)
Ⅱ	12	66.7%
Ⅰ	4	22.2%
Ⅲ	2	11.1%

None

Value	Count	Frequency (%)
½	1	33.3%
？	1	33.3%
㈜	1	33.3%

CJK

Value	Count	Frequency (%)
塘	1	100.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
金	1	100.0%

우편번호
Real number (ℝ)

MISSING

Distinct	1365
Distinct (%)	31.2%
Missing	5622
Missing (%)	56.2%
Infinite	0
Infinite (%)	0.0%
Mean	136286.02

Minimum	2519
Maximum	429842
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2519
5-th percentile	100864.85
Q1	132020
median	136066
Q3	142890.75
95-th percentile	157031
Maximum	429842
Range	427323
Interquartile range (IQR)	10870.75

Descriptive statistics

Standard deviation	15757.031
Coefficient of variation (CV)	0.11561737
Kurtosis	55.070428
Mean	136286.02
Median Absolute Deviation (MAD)	5222.5
Skewness	1.3221873
Sum	5.966602 × 10⁸
Variance	2.4828401 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
135080	155	1.6%
137070	130	1.3%
157010	64	0.6%
135010	57	0.6%
142070	49	0.5%
151015	48	0.5%
158070	46	0.5%
152050	38	0.4%
158050	37	0.4%
135090	35	0.4%
Other values (1355)	3719	37.2%
(Missing)	5622	56.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2519	1	< 0.1%
4537	1	< 0.1%
4538	1	< 0.1%
4550	1	< 0.1%
5510	1	< 0.1%
7220	1	< 0.1%
14538	1	< 0.1%
100011	2	< 0.1%
100012	2	< 0.1%
100013	2	< 0.1%

Value	Count	Frequency (%)
429842	1	< 0.1%
410380	1	< 0.1%
158881	1	< 0.1%
158877	1	< 0.1%
158871	2	< 0.1%
158864	2	< 0.1%
158860	6	0.1%
158859	4	< 0.1%
158857	1	< 0.1%
158849	1	< 0.1%

등록일자
Real number (ℝ)

HIGH CORRELATION

Distinct	3530
Distinct (%)	35.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20136967

Minimum	20060308
Maximum	20240503
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20060308
5-th percentile	20070906
Q1	20091128
median	20130328
Q3	20170727
95-th percentile	20230216
Maximum	20240503
Range	180195
Interquartile range (IQR)	79599

Descriptive statistics

Standard deviation	48878.733
Coefficient of variation (CV)	0.0024273136
Kurtosis	-0.91526932
Mean	20136967
Median Absolute Deviation (MAD)	39619.5
Skewness	0.44708488
Sum	2.0136967 × 10¹¹
Variance	2.3891306 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20080731	30	0.3%
20080814	28	0.3%
20081222	21	0.2%
20080818	19	0.2%
20090514	16	0.2%
20090213	16	0.2%
20090325	15	0.1%
20080822	14	0.1%
20080806	14	0.1%
20080424	14	0.1%
Other values (3520)	9813	98.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20060308	1	< 0.1%
20060310	1	< 0.1%
20060323	3	< 0.1%
20060324	1	< 0.1%
20060327	1	< 0.1%
20060405	2	< 0.1%
20060407	6	0.1%
20060410	1	< 0.1%
20060418	3	< 0.1%
20060425	2	< 0.1%

Value	Count	Frequency (%)
20240503	1	< 0.1%
20240430	3	< 0.1%
20240426	1	< 0.1%
20240425	3	< 0.1%
20240424	4	< 0.1%
20240422	3	< 0.1%
20240419	3	< 0.1%
20240418	1	< 0.1%
20240416	1	< 0.1%
20240415	1	< 0.1%

유효기간만료일자
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	3294
Distinct (%)	41.4%
Missing	2037
Missing (%)	20.4%
Infinite	0
Infinite (%)	0.0%
Mean	20181471

Minimum	20091116
Maximum	20270503
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20091116
5-th percentile	20120327
Q1	20141029
median	20180105
Q3	20220103
95-th percentile	20260502
Maximum	20270503
Range	179387
Interquartile range (IQR)	79074

Descriptive statistics

Standard deviation	44379.429
Coefficient of variation (CV)	0.0021990186
Kurtosis	-0.98230882
Mean	20181471
Median Absolute Deviation (MAD)	39078
Skewness	0.31727725
Sum	1.6070505 × 10¹¹
Variance	1.9695337 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20110831	18	0.2%
20140831	12	0.1%
20190705	12	0.1%
20140711	11	0.1%
20190720	11	0.1%
20140328	11	0.1%
20190711	10	0.1%
20170922	10	0.1%
20231204	10	0.1%
20120514	10	0.1%
Other values (3284)	7848	78.5%
(Missing)	2037	20.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20091116	2	< 0.1%
20100122	1	< 0.1%
20100323	1	< 0.1%
20100405	1	< 0.1%
20100410	1	< 0.1%
20100418	1	< 0.1%
20100419	1	< 0.1%
20100426	1	< 0.1%
20100501	1	< 0.1%
20100522	2	< 0.1%

Value	Count	Frequency (%)
20270503	1	< 0.1%
20270430	3	< 0.1%
20270426	1	< 0.1%
20270425	3	< 0.1%
20270424	4	< 0.1%
20270422	1	< 0.1%
20270421	2	< 0.1%
20270419	3	< 0.1%
20270418	1	< 0.1%
20270416	1	< 0.1%

폐쇄일자
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	3103
Distinct (%)	36.8%
Missing	1570
Missing (%)	15.7%
Infinite	0
Infinite (%)	0.0%
Mean	20142280

Minimum	20060920
Maximum	20240503
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20060920
5-th percentile	20090908
Q1	20110413
median	20130809
Q3	20170528
95-th percentile	20220913
Maximum	20240503
Range	179583
Interquartile range (IQR)	60115.25

Descriptive statistics

Standard deviation	40853.74
Coefficient of variation (CV)	0.0020282579
Kurtosis	-0.59231199
Mean	20142280
Median Absolute Deviation (MAD)	29882
Skewness	0.66376059
Sum	1.6979942 × 10¹¹
Variance	1.669028 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20091116	220	2.2%
20100927	70	0.7%
20101213	22	0.2%
20170124	19	0.2%
20110425	19	0.2%
20110901	19	0.2%
20160725	18	0.2%
20110420	17	0.2%
20101126	15	0.1%
20121218	15	0.1%
Other values (3093)	7996	80.0%
(Missing)	1570	15.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20060920	2	< 0.1%
20071030	1	< 0.1%
20081023	1	< 0.1%
20090219	1	< 0.1%
20090305	1	< 0.1%
20090309	2	< 0.1%
20090311	4	< 0.1%
20090312	2	< 0.1%
20090313	3	< 0.1%
20090316	2	< 0.1%

Value	Count	Frequency (%)
20240503	1	< 0.1%
20240501	1	< 0.1%
20240430	2	< 0.1%
20240426	1	< 0.1%
20240424	1	< 0.1%
20240423	1	< 0.1%
20240422	4	< 0.1%
20240419	1	< 0.1%
20240418	4	< 0.1%
20240417	2	< 0.1%

지점설립일자
Text

MISSING

Distinct	3570
Distinct (%)	40.8%
Missing	1247
Missing (%)	12.5%
Memory size	156.2 KiB

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	70024
Distinct characters	17
Distinct categories	4 ?
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	1347 ?
Unique (%)	15.4%

Sample

1st row	20090528
2nd row	20140703
3rd row	20121113
4th row	20110125
5th row	20100222

Value	Count	Frequency (%)
20090820	23	0.3%
20090514	21	0.2%
20090528	17	0.2%
20090611	16	0.2%
20090511	16	0.2%
20090821	15	0.2%
20090605	15	0.2%
20160720	14	0.2%
20100407	13	0.1%
20090529	13	0.1%
Other values (3560)	8590	98.1%

Most occurring characters

Value	Count	Frequency (%)
0	22644	32.3%
2	15855	22.6%
1	14109	20.1%
3	2858	4.1%
9	2708	3.9%
7	2539	3.6%
6	2473	3.5%
5	2353	3.4%
4	2245	3.2%
8	2228	3.2%
Other values (7)	12	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	70012	> 99.9%
Space Separator	6	< 0.1%
Lowercase Letter	4	< 0.1%
Uppercase Letter	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	22644	32.3%
2	15855	22.6%
1	14109	20.2%
3	2858	4.1%
9	2708	3.9%
7	2539	3.6%
6	2473	3.5%
5	2353	3.4%
4	2245	3.2%
8	2228	3.2%

Lowercase Letter

Value	Count	Frequency (%)
a	1	25.0%
y	1	25.0%
p	1	25.0%
r	1	25.0%

Uppercase Letter

Value	Count	Frequency (%)
M	1	50.0%
A	1	50.0%

Space Separator

Value	Count	Frequency (%)
	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	70018	> 99.9%
Latin	6	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	22644	32.3%
2	15855	22.6%
1	14109	20.2%
3	2858	4.1%
9	2708	3.9%
7	2539	3.6%
6	2473	3.5%
5	2353	3.4%
4	2245	3.2%
8	2228	3.2%

Latin

Value	Count	Frequency (%)
M	1	16.7%
a	1	16.7%
y	1	16.7%
A	1	16.7%
p	1	16.7%
r	1	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	70024	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	22644	32.3%
2	15855	22.6%
1	14109	20.1%
3	2858	4.1%
9	2708	3.9%
7	2539	3.6%
6	2473	3.5%
5	2353	3.4%
4	2245	3.2%
8	2228	3.2%
Other values (7)	12	< 0.1%

본점여부
Categorical

IMBALANCE

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

본점	9935
지점	65

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	9935	99.4%
지점	65	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
본점	9935	99.4%
지점	65	0.7%

최근수정일자
Real number (ℝ)

HIGH CORRELATION

Distinct	3183
Distinct (%)	31.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20153159

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	20091117
Q1	20111017
median	20140919
Q3	20190403
95-th percentile	20231005
Maximum	20240503
Range	149985
Interquartile range (IQR)	79386.25

Descriptive statistics

Standard deviation	45828.165
Coefficient of variation (CV)	0.0022739941
Kurtosis	-1.0710815
Mean	20153159
Median Absolute Deviation (MAD)	30605
Skewness	0.43336889
Sum	2.0153159 × 10¹¹
Variance	2.1002207 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20091117	90	0.9%
20091118	56	0.6%
20100330	52	0.5%
20091116	50	0.5%
20090609	48	0.5%
20100927	41	0.4%
20100517	36	0.4%
20110425	35	0.4%
20130621	34	0.3%
20090611	29	0.3%
Other values (3173)	9529	95.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20090518	1	< 0.1%
20090519	4	< 0.1%
20090521	5	0.1%
20090601	3	< 0.1%
20090602	3	< 0.1%
20090603	7	0.1%
20090604	22	0.2%
20090605	2	< 0.1%
20090608	3	< 0.1%
20090609	48	0.5%

Value	Count	Frequency (%)
20240503	6	0.1%
20240502	5	0.1%
20240501	1	< 0.1%
20240430	5	0.1%
20240429	1	< 0.1%
20240426	2	< 0.1%
20240425	7	0.1%
20240424	5	0.1%
20240423	4	< 0.1%
20240422	9	0.1%

Heatmap
Table

	등록신청사업	영업구분	법인여부	우편번호	등록일자	유효기간만료일자	폐쇄일자	본점여부	최근수정일자
등록신청사업	1.000	0.101	0.030	0.000	0.242	0.172	0.180	0.000	0.190
영업구분	0.101	1.000	0.292	0.043	0.624	0.631	0.205	0.041	0.547
법인여부	0.030	0.292	1.000	0.076	0.373	0.315	0.294	0.199	0.376
우편번호	0.000	0.043	0.076	1.000	0.235	0.227	0.205	0.000	0.310
등록일자	0.242	0.624	0.373	0.235	1.000	0.999	0.934	0.071	0.939
유효기간만료일자	0.172	0.631	0.315	0.227	0.999	1.000	0.832	0.055	0.839
폐쇄일자	0.180	0.205	0.294	0.205	0.934	0.832	1.000	0.055	0.988
본점여부	0.000	0.041	0.199	0.000	0.071	0.055	0.055	1.000	0.112
최근수정일자	0.190	0.547	0.376	0.310	0.939	0.839	0.988	0.112	1.000

Heatmap
Table

	영업구분	법인여부	본점여부	등록신청사업
영업구분	1.000	0.210	0.029	0.072
법인여부	0.210	1.000	0.127	0.019
본점여부	0.029	0.127	1.000	0.000
등록신청사업	0.072	0.019	0.000	1.000

Heatmap
Table

	우편번호	등록일자	유효기간만료일자	폐쇄일자	최근수정일자	등록신청사업	영업구분	법인여부	본점여부
우편번호	1.000	0.027	0.018	0.048	0.036	0.000	0.031	0.042	0.000
등록일자	0.027	1.000	0.997	0.962	0.966	0.186	0.390	0.286	0.055
유효기간만료일자	0.018	0.997	1.000	0.964	0.966	0.132	0.397	0.242	0.042
폐쇄일자	0.048	0.962	0.964	1.000	0.991	0.180	0.119	0.225	0.042
최근수정일자	0.036	0.966	0.966	0.991	1.000	0.145	0.308	0.288	0.085
등록신청사업	0.000	0.186	0.132	0.180	0.145	1.000	0.072	0.019	0.000
영업구분	0.031	0.390	0.397	0.119	0.308	0.072	1.000	0.210	0.029
법인여부	0.042	0.286	0.242	0.225	0.288	0.019	0.210	1.000	0.127
본점여부	0.000	0.055	0.042	0.042	0.085	0.000	0.029	0.127	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	우편번호	등록일자	유효기간만료일자	폐쇄일자	지점설립일자	본점여부	최근수정일자
21583	대부중개업	유효기간만료	2009-서울특별시-00908(대부중개업)	ASSET ZONE 대부중개	개인	<NA>	서울특별시 중랑구 중화동 306-41	<NA>	20090528	20120528	20120529	20090528	본점	20120529
13877	대부업	타시군구이관	2014-서울강북-0026	골드라인(Goldline)대부	개인	02-903-4200	서울특별시 강북구 수유동 229번지 18호 -205	142878	20140703	20170703	20151006	20140703	본점	20151006
18933	대부업	폐업	2012-서울서초-0201(대부업)	비앤비대부	개인	<NA>	서울특별시 서초구 잠원동 44번지 20호 B103호	137030	20121114	20151114	20130506	20121113	본점	20130506
18718	대부업	직권취소	2011-서울노원-00006(대부업)	리드대부기획	개인	<NA>	서울특별시 노원구 공릉동 744번지 건영장미아파트 101-110	139240	20110125	20140124	20130529	20110125	본점	20130529
23775	대부업	<NA>	2010-서울노원-00016 (대부업)	양주대부	개인	<NA>	서울특별시 노원구 하계동 256번지 5호 1 한신아파트-606	139230	20100222	<NA>	20110907	20100222	본점	20110907
6584	대부업	폐업	2016-서울송파-0015(대부업)	윈윈베스트대부	개인	없음	서울특별시 송파구 거여동 552번지 4호 -101	<NA>	20190214	20220214	20200629	20160404	본점	20200630
28394	대부업	<NA>	<NA>	투데이대부금융	개인	0216881147	서울특별시 관악구 신림동 1428번지 12호 대경빌딩 4층 408호	151891	20091204	<NA>	20100419	20091204	본점	20100420
9586	대부중개업	<NA>	2017-서울영등포-0931(대부중개업)	주식회사 갓파더사대부	법인	02-785-2017	서울특별시 영등포구 여의도동 26번지	<NA>	20170502	20200502	<NA>	20170502	본점	20180115
15607	대부업	직권취소	2013-서울구로-065(대부업)	햇살대부	개인	<NA>	서울특별시 구로구 신도림동 432번지 1호 101 신도림에스케이뷰-2102	152749	20130911	20160911	20140923	20130911	본점	20140923
24400	대부업	<NA>	2009-서울특별시-01510(대부업)	파랑새	개인	024039851	서울특별시 송파구 가락동 135-10번지 정진빌라-301	<NA>	20090424	<NA>	20110629	<NA>	본점	20110630

	등록신청사업	영업구분	등록증번호	상호	법인여부	사업장 전화번호	소재지	우편번호	등록일자	유효기간만료일자	폐쇄일자	지점설립일자	본점여부	최근수정일자
18801	대부업	타시군구이관	2008-서울특별시-00133(대부업)	열린미래대부	개인	02-977-7879	서울특별시 노원구 공릉동 404-24 2층	<NA>	20110624	20140624	20130520	20080814	본점	20130521
13684	대부업	폐업	2015-서울광진-0030(대부업)	와이에이대부	개인	02-545-1196	<NA>	<NA>	20150710	20180710	20151124	20150710	본점	20151124
11422	대부중개업	<NA>	2015-서울송파-0049(대부중개업)	(주)시소캐피탈대부중개	법인	1600-3017	<NA>	5510	20150622	20180622	<NA>	20150622	본점	20170112
17527	대부업	폐업	2012-서울중랑-0017(대부업)	온누리대부	개인	<NA>	서울특별시 중랑구 중화동 450번지 102 중화한신아파트-305	131772	20120312	20150312	20131010	20120312	본점	20131010
23691	대부업	<NA>	2008-서울특별시-00764(대부업)	베스트론센터	개인	025253469	서울특별시 강남구 역삼동 603번지 7호 -702	135080	20080822	20110914	20110915	20050830	본점	20110916
4354	대부업	영업중	2022-서울중랑-0011(대부업)	가나할부금대부	개인	02-3423-2800	서울특별시 중랑구 신내동 660번지 상가동 신내10단지신내아파트-207	<NA>	20220404	20250404	<NA>	20190513	본점	20220512
7007	대부업	폐업	2016-서울강남-0008(대부업)	KM대부업	개인	<NA>	서울특별시 강남구 역삼동 775번지 2호 초원빌딩-4695	<NA>	20181220	20211220	20200115	20160112	본점	20200115
14595	대부업	타시군구이관	2014-서울강남-0086	대부호자산관리(주)	법인	(02)514-0059	서울특별시 강남구 신사동 664번지 7호	135897	20140522	20170522	20150427	20140522	본점	20150427
3559	대부업	타시군구이관	2016-서울용산-00013	오르피제펀샵대부	개인	02-792-2018	<NA>	<NA>	20220725	20250725	20221124	20160927	본점	20221124
5064	대부중개업	유효기간만료	2018-서울강남-0193(대부중개업)	(주)이피에스캐피탈대부	법인	02-538-5275	서울특별시 강남구 역삼동 706번지 13호 윤익빌딩	<NA>	20181109	20211109	<NA>	20181109	본점	20211110

Most frequently occurring

	등록신청사업	영업구분	등록증번호	상호	법인여부	사업장 전화번호	소재지	우편번호	등록일자	유효기간만료일자	폐쇄일자	지점설립일자	본점여부	최근수정일자	# duplicates
0	대부업	폐업	2006-서울특별시-00394(대부업)	JSM캐피탈	개인	0222348157	서울특별시 중구 신당동 236번지 89호	<NA>	20090818	20120818	20060920	20060907	본점	20120117	2

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

Letter Number

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

Number Forms

CJK

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

Math Symbol

Dash Punctuation

Space Separator

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Common

Hangul

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

Most occurring characters

Most occurring categories