gimi9 Pandas Profiling

Dataset statistics

Number of variables	17
Number of observations	4507
Missing cells	48409
Missing cells (%)	63.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	620.7 KiB
Average record size in memory	141.0 B

Variable types

Text	8
DateTime	1
Numeric	5
Boolean	3

Dataset

Description	성남벤처넷 성남기업 회원현황(2014.4)
Author	(재)성남산업진흥원
URL	https://www.data.go.kr/data/3058670/fileData.do

Alerts

`벤처기업인증여부` has constant value ""	Constant
`이노비즈인증여부` has constant value ""	Constant
`기업부설연구소여부` has constant value ""	Constant
`HS코드` is highly overall correlated with `의장등록건수`	High correlation
`의장등록건수` is highly overall correlated with `HS코드`	High correlation
`대표자` has 685 (15.2%) missing values	Missing
`회사전화` has 1504 (33.4%) missing values	Missing
`우편번호` has 219 (4.9%) missing values	Missing
`주요취급품목` has 2033 (45.1%) missing values	Missing
`업종` has 2951 (65.5%) missing values	Missing
`회사설립일` has 3250 (72.1%) missing values	Missing
`홈페이지` has 3464 (76.9%) missing values	Missing
`HS코드` has 4425 (98.2%) missing values	Missing
`벤처기업인증여부` has 4209 (93.4%) missing values	Missing
`이노비즈인증여부` has 4349 (96.5%) missing values	Missing
`기업부설연구소여부` has 3949 (87.6%) missing values	Missing
`특허건수` has 4180 (92.7%) missing values	Missing
`실용신안건수` has 4415 (98.0%) missing values	Missing
`의장등록건수` has 4441 (98.5%) missing values	Missing
`기타 국내외 인증 건수` has 4330 (96.1%) missing values	Missing

Reproduction

Analysis started	2023-12-12 06:55:15.522926
Analysis finished	2023-12-12 06:55:20.711768
Duration	5.19 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

회사명
Text

Distinct	4506
Distinct (%)	100.0%
Missing	1
Missing (%)	< 0.1%
Memory size	35.3 KiB

Length

Max length	24
Median length	18
Mean length	5.1167332
Min length	1

Characters and Unicode

Total characters	23056
Distinct characters	737
Distinct categories	9 ?
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	4506 ?
Unique (%)	100.0%

Sample

1st row	1492피앤씨애드
2nd row	올그린티앤지
3rd row	바이오버드
4th row	지엘바이오
5th row	인앤시스

Value	Count	Frequency (%)
서울식연	2	< 0.1%
유복농산	2	< 0.1%
발레리코리아	2	< 0.1%
내팜	2	< 0.1%
1492피앤씨애드	1	< 0.1%
아인소프트엔드하이택	1	< 0.1%
안호균종합식품	1	< 0.1%
퓨어마린	1	< 0.1%
이노코아	1	< 0.1%
성호전자	1	< 0.1%
Other values (4493)	4493	99.7%

Most occurring characters

Value	Count	Frequency (%)
이	1342	5.8%
스	1273	5.5%
에	575	2.5%
아	535	2.3%
리	432	1.9%
트	378	1.6%
지	377	1.6%
코	371	1.6%
디	349	1.5%
크	344	1.5%
Other values (727)	17080	74.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	22038	95.6%
Uppercase Letter	493	2.1%
Lowercase Letter	429	1.9%
Other Punctuation	33	0.1%
Decimal Number	31	0.1%
Close Punctuation	13	0.1%
Open Punctuation	13	0.1%
Dash Punctuation	4	< 0.1%
Control	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	1342	6.1%
스	1273	5.8%
에	575	2.6%
아	535	2.4%
리	432	2.0%
트	378	1.7%
지	377	1.7%
코	371	1.7%
디	349	1.6%
크	344	1.6%
Other values (658)	16062	72.9%

Lowercase Letter

Value	Count	Frequency (%)
e	49	11.4%
a	38	8.9%
o	37	8.6%
t	36	8.4%
n	36	8.4%
i	27	6.3%
s	27	6.3%
c	21	4.9%
r	21	4.9%
l	16	3.7%
Other values (16)	121	28.2%

Uppercase Letter

Value	Count	Frequency (%)
S	54	11.0%
E	44	8.9%
T	42	8.5%
C	37	7.5%
M	33	6.7%
I	31	6.3%
N	26	5.3%
G	21	4.3%
A	21	4.3%
B	20	4.1%
Other values (14)	164	33.3%

Decimal Number

Value	Count	Frequency (%)
1	9	29.0%
2	7	22.6%
0	5	16.1%
3	3	9.7%
4	3	9.7%
9	3	9.7%
5	1	3.2%

Other Punctuation

Value	Count	Frequency (%)
&	21	63.6%
?	6	18.2%
.	4	12.1%
/	1	3.0%
,	1	3.0%

Close Punctuation

Value	Count	Frequency (%)
)	12	92.3%
]	1	7.7%

Open Punctuation

Value	Count	Frequency (%)
(	12	92.3%
[	1	7.7%

Control

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

Dash Punctuation

Value	Count	Frequency (%)
-	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	22038	95.6%
Latin	922	4.0%
Common	96	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	1342	6.1%
스	1273	5.8%
에	575	2.6%
아	535	2.4%
리	432	2.0%
트	378	1.7%
지	377	1.7%
코	371	1.7%
디	349	1.6%
크	344	1.6%
Other values (658)	16062	72.9%

Latin

Value	Count	Frequency (%)
S	54	5.9%
e	49	5.3%
E	44	4.8%
T	42	4.6%
a	38	4.1%
o	37	4.0%
C	37	4.0%
t	36	3.9%
n	36	3.9%
M	33	3.6%
Other values (40)	516	56.0%

Common

Value	Count	Frequency (%)
&	21	21.9%
)	12	12.5%
(	12	12.5%
1	9	9.4%
2	7	7.3%
?	6	6.2%
0	5	5.2%
-	4	4.2%
.	4	4.2%
3	3	3.1%
Other values (9)	13	13.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	22038	95.6%
ASCII	1018	4.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	1342	6.1%
스	1273	5.8%
에	575	2.6%
아	535	2.4%
리	432	2.0%
트	378	1.7%
지	377	1.7%
코	371	1.7%
디	349	1.6%
크	344	1.6%
Other values (658)	16062	72.9%

ASCII

Value	Count	Frequency (%)
S	54	5.3%
e	49	4.8%
E	44	4.3%
T	42	4.1%
a	38	3.7%
o	37	3.6%
C	37	3.6%
t	36	3.5%
n	36	3.5%
M	33	3.2%
Other values (59)	612	60.1%

대표자
Text

MISSING

Distinct	3372
Distinct (%)	88.2%
Missing	685
Missing (%)	15.2%
Memory size	35.3 KiB

Length

Max length	19
Median length	3
Mean length	3.1091052
Min length	2

Characters and Unicode

Total characters	11883
Distinct characters	342
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	3010 ?
Unique (%)	78.8%

Sample

1st row	유희숙
2nd row	하명호
3rd row	김종탁
4th row	지경민
5th row	안근백

Value	Count	Frequency (%)
김	8	0.2%
이	6	0.2%
김미숙	5	0.1%
김종성	5	0.1%
김경수	5	0.1%
박용준	4	0.1%
홍석환	4	0.1%
박종석	4	0.1%
김상준	4	0.1%
김재구	4	0.1%
Other values (3407)	3865	98.7%

Most occurring characters

Value	Count	Frequency (%)
김	862	7.3%
이	609	5.1%
영	346	2.9%
박	314	2.6%
정	308	2.6%
성	233	2.0%
호	222	1.9%
수	217	1.8%
재	200	1.7%
현	197	1.7%
Other values (332)	8375	70.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	11675	98.2%
Space Separator	109	0.9%
Other Punctuation	43	0.4%
Lowercase Letter	17	0.1%
Decimal Number	11	0.1%
Uppercase Letter	11	0.1%
Open Punctuation	7	0.1%
Close Punctuation	7	0.1%
Control	2	< 0.1%
Connector Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
김	862	7.4%
이	609	5.2%
영	346	3.0%
박	314	2.7%
정	308	2.6%
성	233	2.0%
호	222	1.9%
수	217	1.9%
재	200	1.7%
현	197	1.7%
Other values (294)	8167	70.0%

Lowercase Letter

Value	Count	Frequency (%)
c	3	17.6%
a	2	11.8%
e	2	11.8%
y	1	5.9%
s	1	5.9%
g	1	5.9%
n	1	5.9%
o	1	5.9%
u	1	5.9%
i	1	5.9%
Other values (3)	3	17.6%

Uppercase Letter

Value	Count	Frequency (%)
K	2	18.2%
N	2	18.2%
E	2	18.2%
T	1	9.1%
R	1	9.1%
A	1	9.1%
P	1	9.1%
H	1	9.1%

Decimal Number

Value	Count	Frequency (%)
1	6	54.5%
2	2	18.2%
0	1	9.1%
4	1	9.1%
5	1	9.1%

Other Punctuation

Value	Count	Frequency (%)
,	26	60.5%
?	14	32.6%
/	2	4.7%
.	1	2.3%

Open Punctuation

Value	Count	Frequency (%)
(	6	85.7%
[	1	14.3%

Close Punctuation

Value	Count	Frequency (%)
)	6	85.7%
]	1	14.3%

Control

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

Space Separator

Value	Count	Frequency (%)
	109	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	11675	98.2%
Common	180	1.5%
Latin	28	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
김	862	7.4%
이	609	5.2%
영	346	3.0%
박	314	2.7%
정	308	2.6%
성	233	2.0%
호	222	1.9%
수	217	1.9%
재	200	1.7%
현	197	1.7%
Other values (294)	8167	70.0%

Latin

Value	Count	Frequency (%)
c	3	10.7%
a	2	7.1%
K	2	7.1%
N	2	7.1%
e	2	7.1%
E	2	7.1%
y	1	3.6%
T	1	3.6%
s	1	3.6%
R	1	3.6%
Other values (11)	11	39.3%

Common

Value	Count	Frequency (%)
	109	60.6%
,	26	14.4%
?	14	7.8%
1	6	3.3%
(	6	3.3%
)	6	3.3%
/	2	1.1%
2	2	1.1%
	1	0.6%
	1	0.6%
Other values (7)	7	3.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	11675	98.2%
ASCII	208	1.8%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
김	862	7.4%
이	609	5.2%
영	346	3.0%
박	314	2.7%
정	308	2.6%
성	233	2.0%
호	222	1.9%
수	217	1.9%
재	200	1.7%
현	197	1.7%
Other values (294)	8167	70.0%

ASCII

Value	Count	Frequency (%)
	109	52.4%
,	26	12.5%
?	14	6.7%
1	6	2.9%
(	6	2.9%
)	6	2.9%
c	3	1.4%
/	2	1.0%
a	2	1.0%
K	2	1.0%
Other values (28)	32	15.4%

회사전화
Text

MISSING

Distinct	2899
Distinct (%)	96.5%
Missing	1504
Missing (%)	33.4%
Memory size	35.3 KiB

Length

Max length	17
Median length	12
Mean length	12.112887
Min length	5

Characters and Unicode

Total characters	36375
Distinct characters	15
Distinct categories	6 ?
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	2801 ?
Unique (%)	93.3%

Sample

1st row	070-4207-9707
2nd row	031-737-2091
3rd row	031-628-0800
4th row	070-4349-1195
5th row	070-7817-5273

Value	Count	Frequency (%)
031-735-7734	4	0.1%
031-722-1357	3	0.1%
070-7490-2100	3	0.1%
031-733-1558	3	0.1%
031-750-0008	3	0.1%
031-776-3084	2	0.1%
031-730-0808	2	0.1%
031-731-2191	2	0.1%
031-721-4400	2	0.1%
031-713-5116	2	0.1%
Other values (2890)	2979	99.1%

Most occurring characters

Value	Count	Frequency (%)
0	6168	17.0%
-	5994	16.5%
7	4885	13.4%
1	4567	12.6%
3	4421	12.2%
2	1989	5.5%
8	1878	5.2%
5	1869	5.1%
6	1719	4.7%
4	1639	4.5%
Other values (5)	1246	3.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	30375	83.5%
Dash Punctuation	5994	16.5%
Space Separator	3	< 0.1%
Math Symbol	1	< 0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	6168	20.3%
7	4885	16.1%
1	4567	15.0%
3	4421	14.6%
2	1989	6.5%
8	1878	6.2%
5	1869	6.2%
6	1719	5.7%
4	1639	5.4%
9	1240	4.1%

Dash Punctuation

Value	Count	Frequency (%)
-	5994	100.0%

Space Separator

Value	Count	Frequency (%)
	3	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	36375	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	6168	17.0%
-	5994	16.5%
7	4885	13.4%
1	4567	12.6%
3	4421	12.2%
2	1989	5.5%
8	1878	5.2%
5	1869	5.1%
6	1719	4.7%
4	1639	4.5%
Other values (5)	1246	3.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	36375	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	6168	17.0%
-	5994	16.5%
7	4885	13.4%
1	4567	12.6%
3	4421	12.2%
2	1989	5.5%
8	1878	5.2%
5	1869	5.1%
6	1719	4.7%
4	1639	4.5%
Other values (5)	1246	3.4%

회사주소
Text

Distinct	4425
Distinct (%)	98.3%
Missing	4
Missing (%)	0.1%
Memory size	35.3 KiB

Length

Max length	87
Median length	54
Mean length	32.732179
Min length	1

Characters and Unicode

Total characters	147393
Distinct characters	506
Distinct categories	13 ?
Distinct scripts	4 ?
Distinct blocks	7 ?

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

Unique

Unique	4353 ?
Unique (%)	96.7%

Sample

1st row	성남시 분당구 판교로 253 판교이노밸리 B동 901호
2nd row	경기도 성남시 중원구 상대원동 311-3 우림라이온스밸리 1116호
3rd row	경기도 성남시 분당구 삼평동 694-1 코이라바이오파크 B-904
4th row	성남시 수정구 신흥동 5180번지 샤르망 1층
5th row	경기 성남시 분당구 정자동 54-1 403

Value	Count	Frequency (%)
성남시	4356	14.8%
분당구	2113	7.2%
중원구	1900	6.4%
경기	1677	5.7%
경기도	1641	5.6%
상대원동	820	2.8%
수정구	448	1.5%
야탑동	380	1.3%
상대원1동	315	1.1%
b동	226	0.8%
Other values (4968)	15646	53.0%

Most occurring characters

Value	Count	Frequency (%)
	26760	18.2%
1	6584	4.5%
성	4894	3.3%
남	4875	3.3%
구	4828	3.3%
동	4796	3.3%
시	4683	3.2%
2	3904	2.6%
0	3690	2.5%
기	3526	2.4%
Other values (496)	78853	53.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	84709	57.5%
Decimal Number	28302	19.2%
Space Separator	26760	18.2%
Dash Punctuation	2145	1.5%
Uppercase Letter	2004	1.4%
Other Punctuation	1452	1.0%
Open Punctuation	772	0.5%
Close Punctuation	770	0.5%
Lowercase Letter	367	0.2%
Math Symbol	70	< 0.1%
Other values (3)	42	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
성	4894	5.8%
남	4875	5.8%
구	4828	5.7%
동	4796	5.7%
시	4683	5.5%
기	3526	4.2%
원	3472	4.1%
경	3371	4.0%
호	2864	3.4%
당	2512	3.0%
Other values (422)	44888	53.0%

Uppercase Letter

Value	Count	Frequency (%)
B	460	23.0%
A	275	13.7%
S	238	11.9%
K	224	11.2%
I	166	8.3%
T	148	7.4%
C	135	6.7%
D	88	4.4%
E	83	4.1%
G	28	1.4%
Other values (16)	159	7.9%

Lowercase Letter

Value	Count	Frequency (%)
n	162	44.1%
s	56	15.3%
k	54	14.7%
b	22	6.0%
a	17	4.6%
c	13	3.5%
e	8	2.2%
t	6	1.6%
i	6	1.6%
f	5	1.4%
Other values (8)	18	4.9%

Decimal Number

Value	Count	Frequency (%)
1	6584	23.3%
2	3904	13.8%
0	3690	13.0%
3	3125	11.0%
4	2732	9.7%
5	2569	9.1%
6	1683	5.9%
7	1539	5.4%
8	1362	4.8%
9	1114	3.9%

Other Punctuation

Value	Count	Frequency (%)
,	1351	93.0%
?	61	4.2%
.	15	1.0%
/	10	0.7%
&	9	0.6%
@	4	0.3%
'	1	0.1%
#	1	0.1%

Math Symbol

Value	Count	Frequency (%)
~	68	97.1%
∼	1	1.4%
=	1	1.4%

Letter Number

Value	Count	Frequency (%)
Ⅱ	11	91.7%
Ⅰ	1	8.3%

Control

Value	Count	Frequency (%)
	5	50.0%
	5	50.0%

Space Separator

Value	Count	Frequency (%)
	26760	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2145	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	772	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	770	100.0%

Other Symbol

Value	Count	Frequency (%)
ⓝ	20	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	84709	57.5%
Common	60301	40.9%
Latin	2382	1.6%
Greek	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
성	4894	5.8%
남	4875	5.8%
구	4828	5.7%
동	4796	5.7%
시	4683	5.5%
기	3526	4.2%
원	3472	4.1%
경	3371	4.0%
호	2864	3.4%
당	2512	3.0%
Other values (422)	44888	53.0%

Latin

Value	Count	Frequency (%)
B	460	19.3%
A	275	11.5%
S	238	10.0%
K	224	9.4%
I	166	7.0%
n	162	6.8%
T	148	6.2%
C	135	5.7%
D	88	3.7%
E	83	3.5%
Other values (35)	403	16.9%

Common

Value	Count	Frequency (%)
	26760	44.4%
1	6584	10.9%
2	3904	6.5%
0	3690	6.1%
3	3125	5.2%
4	2732	4.5%
5	2569	4.3%
-	2145	3.6%
6	1683	2.8%
7	1539	2.6%
Other values (18)	5570	9.2%

Greek

Value	Count	Frequency (%)
Ι	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	84708	57.5%
ASCII	62650	42.5%
Enclosed Alphanum	20	< 0.1%
Number Forms	12	< 0.1%
Math Operators	1	< 0.1%
None	1	< 0.1%
Compat Jamo	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	26760	42.7%
1	6584	10.5%
2	3904	6.2%
0	3690	5.9%
3	3125	5.0%
4	2732	4.4%
5	2569	4.1%
-	2145	3.4%
6	1683	2.7%
7	1539	2.5%
Other values (59)	7919	12.6%

Hangul

Value	Count	Frequency (%)
성	4894	5.8%
남	4875	5.8%
구	4828	5.7%
동	4796	5.7%
시	4683	5.5%
기	3526	4.2%
원	3472	4.1%
경	3371	4.0%
호	2864	3.4%
당	2512	3.0%
Other values (421)	44887	53.0%

Enclosed Alphanum

Value	Count	Frequency (%)
ⓝ	20	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	11	91.7%
Ⅰ	1	8.3%

Math Operators

Value	Count	Frequency (%)
∼	1	100.0%

None

Value	Count	Frequency (%)
Ι	1	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㅏ	1	100.0%

우편번호
Text

MISSING

Distinct	356
Distinct (%)	8.3%
Missing	219
Missing (%)	4.9%
Memory size	35.3 KiB

Length

Max length	6
Median length	6
Mean length	5.9960354
Min length	1

Characters and Unicode

Total characters	25711
Distinct characters	11
Distinct categories	2 ?
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	128 ?
Unique (%)	3.0%

Sample

1st row	463400
2nd row	462120
3rd row	463400
4th row	463824
5th row	462212

Value	Count	Frequency (%)
462120	448	10.4%
462807	296	6.9%
463400	244	5.7%
463824	154	3.6%
463760	138	3.2%
463825	121	2.8%
462806	100	2.3%
462721	95	2.2%
463828	82	1.9%
463816	75	1.7%
Other values (346)	2535	59.1%

Most occurring characters

Value	Count	Frequency (%)
4	5345	20.8%
6	4887	19.0%
2	3525	13.7%
3	2691	10.5%
0	2509	9.8%
8	2340	9.1%
1	2010	7.8%
7	1618	6.3%
9	422	1.6%
5	363	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	25710	> 99.9%
Other Letter	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	5345	20.8%
6	4887	19.0%
2	3525	13.7%
3	2691	10.5%
0	2509	9.8%
8	2340	9.1%
1	2010	7.8%
7	1618	6.3%
9	422	1.6%
5	363	1.4%

Other Letter

Value	Count	Frequency (%)
여	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	25710	> 99.9%
Hangul	1	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	5345	20.8%
6	4887	19.0%
2	3525	13.7%
3	2691	10.5%
0	2509	9.8%
8	2340	9.1%
1	2010	7.8%
7	1618	6.3%
9	422	1.6%
5	363	1.4%

Hangul

Value	Count	Frequency (%)
여	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	25710	> 99.9%
Hangul	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	5345	20.8%
6	4887	19.0%
2	3525	13.7%
3	2691	10.5%
0	2509	9.8%
8	2340	9.1%
1	2010	7.8%
7	1618	6.3%
9	422	1.6%
5	363	1.4%

Hangul

Value	Count	Frequency (%)
여	1	100.0%

주요취급품목
Text

MISSING

Distinct	2293
Distinct (%)	92.7%
Missing	2033
Missing (%)	45.1%
Memory size	35.3 KiB

Length

Max length	139
Median length	65
Mean length	13.800728
Min length	1

Characters and Unicode

Total characters	34143
Distinct characters	760
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	2214 ?
Unique (%)	89.5%

Sample

1st row	소프트웨어개발 및 공급업, 모바일콘텐츠
2nd row	건강식품
3rd row	Aposcan kit, BFGF
4th row	공산품, oem화장품, 산지협력 특산품 등 ?
5th row	차량용 네비게이션

Value	Count	Frequency (%)
및	194	3.0%
	157	2.4%
소프트웨어	88	1.4%
등	72	1.1%
개발	67	1.0%
게임	51	0.8%
반도체	48	0.7%
화장품	44	0.7%
외	36	0.6%
모바일	34	0.5%
Other values (3804)	5628	87.7%

Most occurring characters

Value	Count	Frequency (%)
	4030	11.8%
,	1628	4.8%
기	942	2.8%
스	508	1.5%
e	448	1.3%
품	403	1.2%
장	372	1.1%
트	366	1.1%
용	360	1.1%
제	360	1.1%
Other values (750)	24726	72.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	21737	63.7%
Space Separator	4030	11.8%
Lowercase Letter	3376	9.9%
Uppercase Letter	2508	7.3%
Other Punctuation	2000	5.9%
Close Punctuation	145	0.4%
Open Punctuation	144	0.4%
Decimal Number	106	0.3%
Dash Punctuation	70	0.2%
Control	26	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
기	942	4.3%
스	508	2.3%
품	403	1.9%
장	372	1.7%
트	366	1.7%
용	360	1.7%
제	360	1.7%
자	324	1.5%
전	310	1.4%
어	301	1.4%
Other values (672)	17491	80.5%

Lowercase Letter

Value	Count	Frequency (%)
e	448	13.3%
o	322	9.5%
r	309	9.2%
a	272	8.1%
t	266	7.9%
i	257	7.6%
l	192	5.7%
n	172	5.1%
d	149	4.4%
s	149	4.4%
Other values (16)	840	24.9%

Uppercase Letter

Value	Count	Frequency (%)
D	272	10.8%
S	264	10.5%
C	220	8.8%
M	166	6.6%
P	165	6.6%
E	157	6.3%
L	145	5.8%
I	143	5.7%
A	132	5.3%
R	125	5.0%
Other values (15)	719	28.7%

Other Punctuation

Value	Count	Frequency (%)
,	1628	81.4%
/	129	6.5%
?	115	5.8%
.	91	4.5%
&	24	1.2%
:	6	0.3%
'	3	0.1%
#	2	0.1%
;	1	< 0.1%
·	1	< 0.1%

Decimal Number

Value	Count	Frequency (%)
3	25	23.6%
2	22	20.8%
0	19	17.9%
1	12	11.3%
4	8	7.5%
5	8	7.5%
7	5	4.7%
8	3	2.8%
6	3	2.8%
9	1	0.9%

Control

Value	Count	Frequency (%)
	13	50.0%
	13	50.0%

Space Separator

Value	Count	Frequency (%)
	4030	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	145	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	144	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	70	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	21731	63.6%
Common	6522	19.1%
Latin	5884	17.2%
Han	6	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
기	942	4.3%
스	508	2.3%
품	403	1.9%
장	372	1.7%
트	366	1.7%
용	360	1.7%
제	360	1.7%
자	324	1.5%
전	310	1.4%
어	301	1.4%
Other values (670)	17485	80.5%

Latin

Value	Count	Frequency (%)
e	448	7.6%
o	322	5.5%
r	309	5.3%
a	272	4.6%
D	272	4.6%
t	266	4.5%
S	264	4.5%
i	257	4.4%
C	220	3.7%
l	192	3.3%
Other values (41)	3062	52.0%

Common

Value	Count	Frequency (%)
	4030	61.8%
,	1628	25.0%
)	145	2.2%
(	144	2.2%
/	129	2.0%
?	115	1.8%
.	91	1.4%
-	70	1.1%
3	25	0.4%
&	24	0.4%
Other values (17)	121	1.9%

Han

Value	Count	Frequency (%)
外	5	83.3%
酒	1	16.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	21729	63.6%
ASCII	12405	36.3%
CJK	6	< 0.1%
Compat Jamo	2	< 0.1%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4030	32.5%
,	1628	13.1%
e	448	3.6%
o	322	2.6%
r	309	2.5%
a	272	2.2%
D	272	2.2%
t	266	2.1%
S	264	2.1%
i	257	2.1%
Other values (67)	4337	35.0%

Hangul

Value	Count	Frequency (%)
기	942	4.3%
스	508	2.3%
품	403	1.9%
장	372	1.7%
트	366	1.7%
용	360	1.7%
제	360	1.7%
자	324	1.5%
전	310	1.4%
어	301	1.4%
Other values (669)	17483	80.5%

CJK

Value	Count	Frequency (%)
外	5	83.3%
酒	1	16.7%

Compat Jamo

Value	Count	Frequency (%)
ㅇ	2	100.0%

None

Value	Count	Frequency (%)
·	1	100.0%

업종
Text

MISSING

Distinct	340
Distinct (%)	21.9%
Missing	2951
Missing (%)	65.5%
Memory size	35.3 KiB

Length

Max length	37
Median length	29
Mean length	14.12018
Min length	3

Characters and Unicode

Total characters	21971
Distinct characters	276
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

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

Unique

Unique	169 ?
Unique (%)	10.9%

Sample

1st row	방송장비 제조업
2nd row	타일 및 유사 비내화 요업제품 제조업
3rd row	근무복, 작업복 및 유사의복 제조업
4th row	전자부품 실장기판 제조업
5th row	방송장비 제조업

Value	Count	Frequency (%)
제조업	984	16.4%
및	785	13.1%
기타	335	5.6%
개발	256	4.3%
공급업	256	4.3%
소프트웨어	248	4.1%
전자부품	121	2.0%
방송장비	107	1.8%
영상	93	1.6%
기계	85	1.4%
Other values (486)	2713	45.3%

Most occurring characters

Value	Count	Frequency (%)
	4429	20.2%
업	1582	7.2%
제	1217	5.5%
기	1197	5.4%
조	1108	5.0%
및	785	3.6%
장	407	1.9%
공	380	1.7%
전	355	1.6%
비	353	1.6%
Other values (266)	10158	46.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	17116	77.9%
Space Separator	4429	20.2%
Other Punctuation	425	1.9%
Decimal Number	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
업	1582	9.2%
제	1217	7.1%
기	1197	7.0%
조	1108	6.5%
및	785	4.6%
장	407	2.4%
공	380	2.2%
전	355	2.1%
비	353	2.1%
타	345	2.0%
Other values (261)	9387	54.8%

Other Punctuation

Value	Count	Frequency (%)
,	346	81.4%
·	58	13.6%
;	21	4.9%

Space Separator

Value	Count	Frequency (%)
	4429	100.0%

Decimal Number

Value	Count	Frequency (%)
1	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	17116	77.9%
Common	4855	22.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
업	1582	9.2%
제	1217	7.1%
기	1197	7.0%
조	1108	6.5%
및	785	4.6%
장	407	2.4%
공	380	2.2%
전	355	2.1%
비	353	2.1%
타	345	2.0%
Other values (261)	9387	54.8%

Common

Value	Count	Frequency (%)
	4429	91.2%
,	346	7.1%
·	58	1.2%
;	21	0.4%
1	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	17116	77.9%
ASCII	4797	21.8%
None	58	0.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4429	92.3%
,	346	7.2%
;	21	0.4%
1	1	< 0.1%

Hangul

Value	Count	Frequency (%)
업	1582	9.2%
제	1217	7.1%
기	1197	7.0%
조	1108	6.5%
및	785	4.6%
장	407	2.4%
공	380	2.2%
전	355	2.1%
비	353	2.1%
타	345	2.0%
Other values (261)	9387	54.8%

None

Value	Count	Frequency (%)
·	58	100.0%

회사설립일
Date

MISSING

Distinct	1034
Distinct (%)	82.3%
Missing	3250
Missing (%)	72.1%
Memory size	35.3 KiB

Minimum	1968-04-01 00:00:00
Maximum	2021-04-20 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

홈페이지
Text

MISSING

Distinct	1029
Distinct (%)	98.7%
Missing	3464
Missing (%)	76.9%
Memory size	35.3 KiB

Length

Max length	32
Median length	25
Mean length	16.268456
Min length	1

Characters and Unicode

Total characters	16968
Distinct characters	79
Distinct categories	7 ?
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	1017 ?
Unique (%)	97.5%

Sample

1st row	www.allgreentng.com
2nd row	www.biobud.com
3rd row	www.greenbiosys.com
4th row	www.innsys.co.kr
5th row	www.habitus.co.kr

Value	Count	Frequency (%)
	3	0.3%
www.utplus.co.kr	2	0.2%
www.alfatech21.com	2	0.2%
www.recent.co.kr	2	0.2%
www.spcomm.co.kr	2	0.2%
www.smb21.com	2	0.2%
www	2	0.2%
www.eulji.ac.kr	2	0.2%
www.topping7.com	2	0.2%
www.btkco.com	2	0.2%
Other values (1018)	1020	98.0%

Most occurring characters

Value	Count	Frequency (%)
w	2967	17.5%
.	2483	14.6%
o	1591	9.4%
c	1359	8.0%
r	953	5.6%
e	873	5.1%
m	773	4.6%
k	693	4.1%
i	637	3.8%
n	617	3.6%
Other values (69)	4022	23.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	14229	83.9%
Other Punctuation	2495	14.7%
Decimal Number	107	0.6%
Dash Punctuation	78	0.5%
Uppercase Letter	33	0.2%
Other Letter	21	0.1%
Space Separator	5	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
w	2967	20.9%
o	1591	11.2%
c	1359	9.6%
r	953	6.7%
e	873	6.1%
m	773	5.4%
k	693	4.9%
i	637	4.5%
n	617	4.3%
a	614	4.3%
Other values (16)	3152	22.2%

Other Letter

Value	Count	Frequency (%)
타	1	4.8%
딕	1	4.8%
매	1	4.8%
벽	1	4.8%
스	1	4.8%
경	1	4.8%
청	1	4.8%
정	1	4.8%
마	1	4.8%
을	1	4.8%
Other values (11)	11	52.4%

Uppercase Letter

Value	Count	Frequency (%)
O	4	12.1%
R	4	12.1%
W	3	9.1%
A	3	9.1%
H	2	6.1%
M	2	6.1%
S	2	6.1%
K	2	6.1%
E	2	6.1%
T	2	6.1%
Other values (7)	7	21.2%

Decimal Number

Value	Count	Frequency (%)
1	32	29.9%
2	23	21.5%
9	10	9.3%
3	10	9.3%
0	8	7.5%
4	8	7.5%
7	7	6.5%
5	5	4.7%
8	2	1.9%
6	2	1.9%

Other Punctuation

Value	Count	Frequency (%)
.	2483	99.5%
/	9	0.4%
@	3	0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	78	100.0%

Space Separator

Value	Count	Frequency (%)
	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	14262	84.1%
Common	2685	15.8%
Hangul	21	0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
w	2967	20.8%
o	1591	11.2%
c	1359	9.5%
r	953	6.7%
e	873	6.1%
m	773	5.4%
k	693	4.9%
i	637	4.5%
n	617	4.3%
a	614	4.3%
Other values (33)	3185	22.3%

Hangul

Value	Count	Frequency (%)
타	1	4.8%
딕	1	4.8%
매	1	4.8%
벽	1	4.8%
스	1	4.8%
경	1	4.8%
청	1	4.8%
정	1	4.8%
마	1	4.8%
을	1	4.8%
Other values (11)	11	52.4%

Common

Value	Count	Frequency (%)
.	2483	92.5%
-	78	2.9%
1	32	1.2%
2	23	0.9%
9	10	0.4%
3	10	0.4%
/	9	0.3%
0	8	0.3%
4	8	0.3%
7	7	0.3%
Other values (5)	17	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16947	99.9%
Hangul	21	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
w	2967	17.5%
.	2483	14.7%
o	1591	9.4%
c	1359	8.0%
r	953	5.6%
e	873	5.2%
m	773	4.6%
k	693	4.1%
i	637	3.8%
n	617	3.6%
Other values (48)	4001	23.6%

Hangul

Value	Count	Frequency (%)
타	1	4.8%
딕	1	4.8%
매	1	4.8%
벽	1	4.8%
스	1	4.8%
경	1	4.8%
청	1	4.8%
정	1	4.8%
마	1	4.8%
을	1	4.8%
Other values (11)	11	52.4%

HS코드
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	70
Distinct (%)	85.4%
Missing	4425
Missing (%)	98.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.983529 × 10⁹

Minimum	0
Maximum	9.5030033 × 10⁹
Zeros	7
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	39.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8532.5
median	84962630
Q3	8.3921495 × 10⁹
95-th percentile	9.0306745 × 10⁹
Maximum	9.5030033 × 10⁹
Range	9.5030033 × 10⁹
Interquartile range (IQR)	8.392141 × 10⁹

Descriptive statistics

Standard deviation	3.7697082 × 10⁹
Coefficient of variation (CV)	1.2635065
Kurtosis	-1.2682746
Mean	2.983529 × 10⁹
Median Absolute Deviation (MAD)	84962630
Skewness	0.7266513
Sum	2.4464938 × 10¹¹
Variance	1.42107 × 10¹⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	7	0.2%
3304991000.0	4	0.1%
8543702020.0	2	< 0.1%
3203003000.0	2	< 0.1%
9033.0	2	< 0.1%
8507600000.0	1	< 0.1%
3924.0	1	< 0.1%
6115959000.0	1	< 0.1%
90275000.0	1	< 0.1%
8471800000.0	1	< 0.1%
Other values (60)	60	1.3%
(Missing)	4425	98.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	7	0.2%
409.0	1	< 0.1%
3304.0	1	< 0.1%
3304.99	1	< 0.1%
3922.0	1	< 0.1%
3924.0	1	< 0.1%
5407.0	1	< 0.1%
5407.621	1	< 0.1%
7308.0	1	< 0.1%
8415.0	1	< 0.1%

Value	Count	Frequency (%)
9503003300.0	1	< 0.1%
9401809000.0	1	< 0.1%
9033000000.0	1	< 0.1%
9031901990.0	1	< 0.1%
9030820000.0	1	< 0.1%
9027909999.0	1	< 0.1%
9026909000.0	1	< 0.1%
9022901010.0	1	< 0.1%
8543702020.0	2	< 0.1%
8542392000.0	1	< 0.1%

벤처기업인증여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.3%
Missing	4209
Missing (%)	93.4%
Memory size	8.9 KiB

True	298
(Missing)	4209

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	298	6.6%
(Missing)	4209	93.4%

이노비즈인증여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.6%
Missing	4349
Missing (%)	96.5%
Memory size	8.9 KiB

True	158
(Missing)	4349

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	158	3.5%
(Missing)	4349	96.5%

기업부설연구소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.2%
Missing	3949
Missing (%)	87.6%
Memory size	8.9 KiB

True	558
(Missing)	3949

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	558	12.4%
(Missing)	3949	87.6%

특허건수
Real number (ℝ)

MISSING

Distinct	29
Distinct (%)	8.9%
Missing	4180
Missing (%)	92.7%
Infinite	0
Infinite (%)	0.0%
Mean	4.8134557

Minimum	0
Maximum	49
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	39.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	5
95-th percentile	16.7
Maximum	49
Range	49
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	6.69301
Coefficient of variation (CV)	1.3904792
Kurtosis	13.867724
Mean	4.8134557
Median Absolute Deviation (MAD)	1
Skewness	3.3564456
Sum	1574
Variance	44.796383
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
1	101	2.2%
2	72	1.6%
3	36	0.8%
4	23	0.5%
5	19	0.4%
6	13	0.3%
7	8	0.2%
9	8	0.2%
13	7	0.2%
10	5	0.1%
Other values (19)	35	0.8%
(Missing)	4180	92.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	101	2.2%
2	72	1.6%
3	36	0.8%
4	23	0.5%
5	19	0.4%
6	13	0.3%
7	8	0.2%
8	4	0.1%
9	8	0.2%

Value	Count	Frequency (%)
49	1	< 0.1%
44	1	< 0.1%
39	1	< 0.1%
36	1	< 0.1%
30	2	< 0.1%
29	2	< 0.1%
26	1	< 0.1%
24	1	< 0.1%
23	1	< 0.1%
21	2	< 0.1%

실용신안건수
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	13.0%
Missing	4415
Missing (%)	98.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.9021739

Minimum	0
Maximum	34
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	39.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	8.45
Maximum	34
Range	34
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.9725979
Coefficient of variation (CV)	1.3688352
Kurtosis	41.526137
Mean	2.9021739
Median Absolute Deviation (MAD)	1
Skewness	5.6523893
Sum	267
Variance	15.781534
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1	38	0.8%
2	21	0.5%
3	14	0.3%
5	4	0.1%
4	4	0.1%
10	3	0.1%
7	2	< 0.1%
8	2	< 0.1%
9	1	< 0.1%
6	1	< 0.1%
Other values (2)	2	< 0.1%
(Missing)	4415	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	38	0.8%
2	21	0.5%
3	14	0.3%
4	4	0.1%
5	4	0.1%
6	1	< 0.1%
7	2	< 0.1%
8	2	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
34	1	< 0.1%
10	3	0.1%
9	1	< 0.1%
8	2	< 0.1%
7	2	< 0.1%
6	1	< 0.1%
5	4	0.1%
4	4	0.1%
3	14	0.3%
2	21	0.5%

의장등록건수
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	13
Distinct (%)	19.7%
Missing	4441
Missing (%)	98.5%
Infinite	0
Infinite (%)	0.0%
Mean	4.4242424

Minimum	0
Maximum	41
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	39.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	3.75
95-th percentile	12.75
Maximum	41
Range	41
Interquartile range (IQR)	2.75

Descriptive statistics

Standard deviation	7.1340152
Coefficient of variation (CV)	1.6124829
Kurtosis	17.04877
Mean	4.4242424
Median Absolute Deviation (MAD)	1
Skewness	3.9156875
Sum	292
Variance	50.894172
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
1	19	0.4%
2	18	0.4%
3	11	0.2%
4	5	0.1%
11	2	< 0.1%
12	2	< 0.1%
10	2	< 0.1%
5	2	< 0.1%
38	1	< 0.1%
13	1	< 0.1%
Other values (3)	3	0.1%
(Missing)	4441	98.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	19	0.4%
2	18	0.4%
3	11	0.2%
4	5	0.1%
5	2	< 0.1%
10	2	< 0.1%
11	2	< 0.1%
12	2	< 0.1%
13	1	< 0.1%

Value	Count	Frequency (%)
41	1	< 0.1%
38	1	< 0.1%
16	1	< 0.1%
13	1	< 0.1%
12	2	< 0.1%
11	2	< 0.1%
10	2	< 0.1%
5	2	< 0.1%
4	5	0.1%
3	11	0.2%

기타 국내외 인증 건수
Real number (ℝ)

MISSING

Distinct	28
Distinct (%)	15.8%
Missing	4330
Missing (%)	96.1%
Infinite	0
Infinite (%)	0.0%
Mean	7.3276836

Minimum	0
Maximum	250
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	39.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	6
95-th percentile	20.6
Maximum	250
Range	250
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	20.307437
Coefficient of variation (CV)	2.7713311
Kurtosis	117.41202
Mean	7.3276836
Median Absolute Deviation (MAD)	2
Skewness	10.068235
Sum	1297
Variance	412.39201
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
1	38	0.8%
2	28	0.6%
3	23	0.5%
4	20	0.4%
5	19	0.4%
9	7	0.2%
6	6	0.1%
7	6	0.1%
8	5	0.1%
12	4	0.1%
Other values (18)	21	0.5%
(Missing)	4330	96.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	38	0.8%
2	28	0.6%
3	23	0.5%
4	20	0.4%
5	19	0.4%
6	6	0.1%
7	6	0.1%
8	5	0.1%
9	7	0.2%

Value	Count	Frequency (%)
250	1	< 0.1%
59	1	< 0.1%
54	1	< 0.1%
44	1	< 0.1%
40	1	< 0.1%
36	2	< 0.1%
33	1	< 0.1%
23	1	< 0.1%
20	1	< 0.1%
19	1	< 0.1%

Phik (φk)
Auto

Heatmap
Table

	HS코드	특허건수	실용신안건수	의장등록건수	기타 국내외 인증 건수
HS코드	1.000	0.336	0.000	0.000	0.000
특허건수	0.336	1.000	0.393	0.718	0.619
실용신안건수	0.000	0.393	1.000	0.684	0.211
의장등록건수	0.000	0.718	0.684	1.000	0.653
기타 국내외 인증 건수	0.000	0.619	0.211	0.653	1.000

Heatmap
Table

	HS코드	특허건수	실용신안건수	의장등록건수	기타 국내외 인증 건수
HS코드	1.000	0.007	0.150	0.692	-0.243
특허건수	0.007	1.000	0.222	0.207	0.267
실용신안건수	0.150	0.222	1.000	0.269	0.197
의장등록건수	0.692	0.207	0.269	1.000	0.169
기타 국내외 인증 건수	-0.243	0.267	0.197	0.169	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

	회사명	대표자	회사전화	회사주소	우편번호	주요취급품목	업종	회사설립일	홈페이지	HS코드	벤처기업인증여부	이노비즈인증여부	기업부설연구소여부	특허건수	실용신안건수	의장등록건수	기타 국내외 인증 건수
0	1492피앤씨애드	유희숙	070-4207-9707	성남시 분당구 판교로 253 판교이노밸리 B동 901호	463400	소프트웨어개발 및 공급업, 모바일콘텐츠	<NA>	NaT	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	올그린티앤지	하명호	031-737-2091	경기도 성남시 중원구 상대원동 311-3 우림라이온스밸리 1116호	462120	건강식품	<NA>	2008-10-01	www.allgreentng.com	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2	바이오버드	김종탁	031-628-0800	경기도 성남시 분당구 삼평동 694-1 코이라바이오파크 B-904	463400	Aposcan kit, BFGF	<NA>	2000-03-28	www.biobud.com	<NA>	Y	Y	<NA>	<NA>	<NA>	<NA>	<NA>
3	지엘바이오	지경민	070-4349-1195	성남시 수정구 신흥동 5180번지 샤르망 1층	<NA>	공산품, oem화장품, 산지협력 특산품 등 ?	<NA>	2011-05-24	www.greenbiosys.com	<NA>	Y	<NA>	<NA>	2	9	<NA>	2
4	인앤시스	안근백	070-7817-5273	경기 성남시 분당구 정자동 54-1 403	<NA>	차량용 네비게이션	<NA>	2011-01-20	www.innsys.co.kr	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5	하비투스	반호영	070-4235-0215	경기도 성남시 분당구 서현동 263 모바일게임센터 1312호	463824	모바일용 소셜네트워크게임 개발 및 서비스, 뇌졸증 환자 재활 치료를 위한 E-Glove 솔루션	<NA>	2011-02-15	www.habitus.co.kr	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	리얼씨엔아이	이맹호	070-7433-8669	성남시 분당구 야탑동 366-1	<NA>	소프트웨어	<NA>	2012-03-07	www.realcni.com	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7	아마로스	김선아	031-753-5155	경기도 성남시 중원구 상대원동 434-6 벽산테크노피아 905호	<NA>	브랜드 기능성 화장품, 피부미용기계	<NA>	2004-05-20	www.amaros.co.kr	3401191090.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8	연팩토리	황지연	031-732-9931	중원구 상대원동 138-12 노벨테크노타워 502	<NA>	유리아트(트로피, 소품, 쥬얼리) 제조	<NA>	2011-02-28	www.glassyeon.co.kr	<NA>	Y	<NA>	Y	1	<NA>	<NA>	<NA>
9	플레이플러스	최철기	031-702-0714	경기 성남시 중원구 상대원동 190-1 SKn 테크노파크 비즈동 B103호	462212	소셜, 스마트폰게임 및 어플리케이션	<NA>	2010-02-18	www.playplus.net	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

	회사명	대표자	회사전화	회사주소	우편번호	주요취급품목	업종	회사설립일	홈페이지	HS코드	벤처기업인증여부	이노비즈인증여부	기업부설연구소여부	특허건수	실용신안건수	의장등록건수	기타 국내외 인증 건수
4497	윤진	최광일	031-715-5876	경기 성남시 분당구 구미동 성우스타우스 234호	463500	공업용선풍기,물티슈외	<NA>	NaT	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4498	아이비식품	권기덕	031-737-0488	경기 성남시 중원구 상대원동 5439-1 스타우드 아파트형공장 b112호	462120	떡갈비	<NA>	NaT	<NA>	<NA>	<NA>	<NA>	Y	<NA>	<NA>	<NA>	<NA>
4499	현대화학	이봉균	031-703-4648	경기 성남시 분당구 야탑동 분당테크노파크 E동 403호	463760	문풍지전문생산업체 및 생활잡화제조	<NA>	1984-08-01	www.h-dai.com	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4500	제이엠인터내셔날	방정욱	070-7565-6141	경기 성남시 분당구 구미동 시그마2오피스텔 B동405호	463741	아이팻취, 마스크	<NA>	NaT	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4501	까스또로	김현동	031-781-4800	경기 성남시 분당구 야탑동 145분당테크노파크 씨동505,505-1호	463816	유모차,유아용침대및 플라스틱제품	<NA>	NaT	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4502	실리콘투	김성운	031-783-241	경기 성남시 분당구 정자동 파크뷰 오피스타워 1002 1003	463863	반도체, 메모리, USB 외	기타 전자부품 제조업	NaT	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4503	위드콘	안복근	031-737-6761	경기 성남시 중원구 상대원동 중일 아인스프라츠 503호	462120	시설물 유지 보수 보강	<NA>	NaT	<NA>	<NA>	<NA>	<NA>	Y	<NA>	<NA>	<NA>	<NA>
4504	딱따구리	박정호	070-8200-3954	경기 성남시 중원구 상대원동 442-5쌍용IT타워 B동 602호	462120	인터넷라디오	방송장비 제조업	NaT	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4505	종합상사진영	박성승	031-745-4277	경기 성남시 중원구 상대원1동 진영수출포장	462811	스폰지가공생산,박스,포장자재	<NA>	NaT	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4506	벨리시모	전정영	031-726-4048	경기 성남시 분당구 정자동 32-11 지층1호	463848	블라인드 원단	<NA>	NaT	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Close Punctuation

Open Punctuation

Control

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Open Punctuation

Close Punctuation

Control

Space Separator

Connector Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Space Separator

Math Symbol

Open Punctuation

Close 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

Math Symbol

Letter Number

Control

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Other Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin