gimi9 Pandas Profiling

Dataset statistics

Number of variables	17
Number of observations	746
Missing cells	2
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	105.0 KiB
Average record size in memory	144.2 B

Variable types

Text	6
Numeric	8
Categorical	2
DateTime	1

Dataset

Description	충청남도 아산시 대기배출시설, 폐수배출시설 현황 데이터로 사업장명, 소재지주소, 업종, 종별, 대기오염물질 발생량(톤), 폐수배출량(톤) 등의 정보 확인이 가능합니다.
Author	충청남도
URL	https://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=373&beforeMenuCd=DOM_000000201001001000&publicdatapk=15076029

Alerts

`배출조업시간` is highly overall correlated with `방지조업시간`	High correlation
`방지조업시간` is highly overall correlated with `배출조업시간` and 1 other fields	High correlation
`배출연간가동일수` is highly overall correlated with `방지연간가동일수`	High correlation
`방지연간가동일수` is highly overall correlated with `방지조업시간` and 1 other fields	High correlation
`인허가구분` is highly imbalanced (84.9%)	Imbalance
`굴뚝수` has 350 (46.9%) zeros	Zeros
`배출조업시간` has 12 (1.6%) zeros	Zeros
`방지조업시간` has 109 (14.6%) zeros	Zeros
`배출연간가동일수` has 14 (1.9%) zeros	Zeros
`방지연간가동일수` has 106 (14.2%) zeros	Zeros
`연료사용량(총합)` has 499 (66.9%) zeros	Zeros
`오염물질발생량(총합)` has 85 (11.4%) zeros	Zeros

Reproduction

Analysis started	2024-01-09 20:51:31.029301
Analysis finished	2024-01-09 20:51:38.264052
Duration	7.23 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

사업장명
Text

Distinct	719
Distinct (%)	96.4%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

Length

Max length	23
Median length	18
Mean length	8.1434316
Min length	2

Characters and Unicode

Total characters	6075
Distinct characters	402
Distinct categories	8 ?
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	695 ?
Unique (%)	93.2%

Sample

1st row	(주)광일
2nd row	현대병원
3rd row	(주)파라다이스 도고지점
4th row	효성오앤비(주)
5th row	아일수지공업(주)

Value	Count	Frequency (%)
아산공장	23	2.7%
주식회사	17	2.0%
아산지점	6	0.7%
제2공장	4	0.5%
주)한미에프쓰리	3	0.4%
한일산업(주	3	0.4%
아산사업장	3	0.4%
이든테크(주	3	0.4%
주)세명테크	3	0.4%
주)나라켐	2	0.2%
Other values (746)	777	92.1%

Most occurring characters

Value	Count	Frequency (%)
주	569	9.4%
(	559	9.2%
)	559	9.2%
산	180	3.0%
이	163	2.7%
아	160	2.6%
스	129	2.1%
업	111	1.8%
에	104	1.7%
	98	1.6%
Other values (392)	3443	56.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4812	79.2%
Open Punctuation	559	9.2%
Close Punctuation	559	9.2%
Space Separator	98	1.6%
Decimal Number	18	0.3%
Uppercase Letter	16	0.3%
Other Symbol	9	0.1%
Other Punctuation	4	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	569	11.8%
산	180	3.7%
이	163	3.4%
아	160	3.3%
스	129	2.7%
업	111	2.3%
에	104	2.2%
공	96	2.0%
장	84	1.7%
리	78	1.6%
Other values (372)	3138	65.2%

Uppercase Letter

Value	Count	Frequency (%)
E	4	25.0%
N	2	12.5%
G	2	12.5%
C	2	12.5%
B	2	12.5%
A	1	6.2%
M	1	6.2%
K	1	6.2%
R	1	6.2%

Decimal Number

Value	Count	Frequency (%)
2	10	55.6%
1	6	33.3%
3	1	5.6%
4	1	5.6%

Other Punctuation

Value	Count	Frequency (%)
.	2	50.0%
/	1	25.0%
:	1	25.0%

Open Punctuation

Value	Count	Frequency (%)
(	559	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	559	100.0%

Space Separator

Value	Count	Frequency (%)
	98	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4821	79.4%
Common	1238	20.4%
Latin	16	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	569	11.8%
산	180	3.7%
이	163	3.4%
아	160	3.3%
스	129	2.7%
업	111	2.3%
에	104	2.2%
공	96	2.0%
장	84	1.7%
리	78	1.6%
Other values (373)	3147	65.3%

Common

Value	Count	Frequency (%)
(	559	45.2%
)	559	45.2%
	98	7.9%
2	10	0.8%
1	6	0.5%
.	2	0.2%
3	1	0.1%
/	1	0.1%
4	1	0.1%
:	1	0.1%

Latin

Value	Count	Frequency (%)
E	4	25.0%
N	2	12.5%
G	2	12.5%
C	2	12.5%
B	2	12.5%
A	1	6.2%
M	1	6.2%
K	1	6.2%
R	1	6.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4812	79.2%
ASCII	1254	20.6%
None	9	0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	569	11.8%
산	180	3.7%
이	163	3.4%
아	160	3.3%
스	129	2.7%
업	111	2.3%
에	104	2.2%
공	96	2.0%
장	84	1.7%
리	78	1.6%
Other values (372)	3138	65.2%

ASCII

Value	Count	Frequency (%)
(	559	44.6%
)	559	44.6%
	98	7.8%
2	10	0.8%
1	6	0.5%
E	4	0.3%
N	2	0.2%
G	2	0.2%
C	2	0.2%
B	2	0.2%
Other values (9)	10	0.8%

None

Value	Count	Frequency (%)
㈜	9	100.0%

소재지
Text

Distinct	707
Distinct (%)	94.8%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

Length

Max length	40
Median length	35
Mean length	22.713137
Min length	1

Characters and Unicode

Total characters	16944
Distinct characters	196
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	675 ?
Unique (%)	90.5%

Sample

1st row	충청남도 아산시 풍기동 226
2nd row	충청남도 아산시 온천동 220-16
3rd row	충청남도 아산시 도고면 기곡리 180-1-1
4th row	충청남도 아산시 신동 279-10
5th row	충청남도 아산시 실옥동 242

Value	Count	Frequency (%)
충청남도	744	19.7%
아산시	744	19.7%
둔포면	202	5.4%
음봉면	126	3.3%
영인면	98	2.6%
인주면	54	1.4%
신창면	54	1.4%
석곡리	45	1.2%
산동리	39	1.0%
선장면	38	1.0%
Other values (843)	1627	43.1%

Most occurring characters

Value	Count	Frequency (%)
	3776	22.3%
산	844	5.0%
남	799	4.7%
도	769	4.5%
청	748	4.4%
아	748	4.4%
충	746	4.4%
시	746	4.4%
리	680	4.0%
1	664	3.9%
Other values (186)	6424	37.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9777	57.7%
Space Separator	3776	22.3%
Decimal Number	2844	16.8%
Dash Punctuation	520	3.1%
Close Punctuation	13	0.1%
Open Punctuation	13	0.1%
Uppercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	844	8.6%
남	799	8.2%
도	769	7.9%
청	748	7.7%
아	748	7.7%
충	746	7.6%
시	746	7.6%
리	680	7.0%
면	618	6.3%
신	231	2.4%
Other values (171)	2848	29.1%

Decimal Number

Value	Count	Frequency (%)
1	664	23.3%
2	395	13.9%
3	343	12.1%
5	256	9.0%
4	228	8.0%
6	217	7.6%
8	199	7.0%
0	193	6.8%
9	184	6.5%
7	165	5.8%

Space Separator

Value	Count	Frequency (%)
	3776	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	520	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	13	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	13	100.0%

Uppercase Letter

Value	Count	Frequency (%)
I	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	9777	57.7%
Common	7166	42.3%
Latin	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	844	8.6%
남	799	8.2%
도	769	7.9%
청	748	7.7%
아	748	7.7%
충	746	7.6%
시	746	7.6%
리	680	7.0%
면	618	6.3%
신	231	2.4%
Other values (171)	2848	29.1%

Common

Value	Count	Frequency (%)
	3776	52.7%
1	664	9.3%
-	520	7.3%
2	395	5.5%
3	343	4.8%
5	256	3.6%
4	228	3.2%
6	217	3.0%
8	199	2.8%
0	193	2.7%
Other values (4)	375	5.2%

Latin

Value	Count	Frequency (%)
I	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	9777	57.7%
ASCII	7167	42.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3776	52.7%
1	664	9.3%
-	520	7.3%
2	395	5.5%
3	343	4.8%
5	256	3.6%
4	228	3.2%
6	217	3.0%
8	199	2.8%
0	193	2.7%
Other values (5)	376	5.2%

Hangul

Value	Count	Frequency (%)
산	844	8.6%
남	799	8.2%
도	769	7.9%
청	748	7.7%
아	748	7.7%
충	746	7.6%
시	746	7.6%
리	680	7.0%
면	618	6.3%
신	231	2.4%
Other values (171)	2848	29.1%

도로명소재지
Text

Distinct	645
Distinct (%)	86.5%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

Length

Max length	42
Median length	35
Mean length	21.650134
Min length	1

Characters and Unicode

Total characters	16151
Distinct characters	215
Distinct categories	8 ?
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	615 ?
Unique (%)	82.4%

Sample

1st row	충청남도 아산시 어의정로 157 (풍기동)
2nd row	충청남도 아산시 시민로 388 (온천동)
3rd row
4th row	충청남도 아산시 온천대로 1785 (신동)
5th row	충청남도 아산시 실옥로 110-29 (실옥동)

Value	Count	Frequency (%)
충청남도	678	19.6%
아산시	678	19.6%
둔포면	194	5.6%
음봉면	109	3.2%
영인면	90	2.6%
신창면	47	1.4%
인주면	46	1.3%
선장면	36	1.0%
염치읍	30	0.9%
아산호로	24	0.7%
Other values (778)	1525	44.1%

Most occurring characters

Value	Count	Frequency (%)
	2881	17.8%
산	909	5.6%
아	814	5.0%
남	729	4.5%
도	710	4.4%
충	689	4.3%
시	684	4.2%
청	678	4.2%
면	576	3.6%
로	555	3.4%
Other values (205)	6926	42.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9984	61.8%
Space Separator	2881	17.8%
Decimal Number	2788	17.3%
Dash Punctuation	297	1.8%
Open Punctuation	99	0.6%
Close Punctuation	99	0.6%
Uppercase Letter	2	< 0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	909	9.1%
아	814	8.2%
남	729	7.3%
도	710	7.1%
충	689	6.9%
시	684	6.9%
청	678	6.8%
면	576	5.8%
로	555	5.6%
길	287	2.9%
Other values (186)	3353	33.6%

Decimal Number

Value	Count	Frequency (%)
1	530	19.0%
2	428	15.4%
3	306	11.0%
4	252	9.0%
0	241	8.6%
6	233	8.4%
7	219	7.9%
5	213	7.6%
9	187	6.7%
8	179	6.4%

Open Punctuation

Value	Count	Frequency (%)
(	98	99.0%
[	1	1.0%

Close Punctuation

Value	Count	Frequency (%)
)	98	99.0%
]	1	1.0%

Uppercase Letter

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

Space Separator

Value	Count	Frequency (%)
	2881	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	297	100.0%

Other Punctuation

Value	Count	Frequency (%)
*	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	9984	61.8%
Common	6165	38.2%
Latin	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	909	9.1%
아	814	8.2%
남	729	7.3%
도	710	7.1%
충	689	6.9%
시	684	6.9%
청	678	6.8%
면	576	5.8%
로	555	5.6%
길	287	2.9%
Other values (186)	3353	33.6%

Common

Value	Count	Frequency (%)
	2881	46.7%
1	530	8.6%
2	428	6.9%
3	306	5.0%
-	297	4.8%
4	252	4.1%
0	241	3.9%
6	233	3.8%
7	219	3.6%
5	213	3.5%
Other values (7)	565	9.2%

Latin

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	9984	61.8%
ASCII	6167	38.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2881	46.7%
1	530	8.6%
2	428	6.9%
3	306	5.0%
-	297	4.8%
4	252	4.1%
0	241	3.9%
6	233	3.8%
7	219	3.6%
5	213	3.5%
Other values (9)	567	9.2%

Hangul

Value	Count	Frequency (%)
산	909	9.1%
아	814	8.2%
남	729	7.3%
도	710	7.1%
충	689	6.9%
시	684	6.9%
청	678	6.8%
면	576	5.8%
로	555	5.6%
길	287	2.9%
Other values (186)	3353	33.6%

대표업종
Text

Distinct	235
Distinct (%)	31.5%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

Length

Max length	29
Median length	22
Mean length	12.788204
Min length	1

Characters and Unicode

Total characters	9540
Distinct characters	250
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	125 ?
Unique (%)	16.8%

Sample

1st row	식품 첨가물 제조업
2nd row	병원
3rd row	숙박업
4th row	기타 비료 및 질소화합물 제조업
5th row	플라스틱제품 제조업

Value	Count	Frequency (%)
제조업	456	17.6%
기타	232	9.0%
및	227	8.8%
자동차	109	4.2%
그외	97	3.7%
부품	66	2.5%
플라스틱	48	1.9%
수리업	39	1.5%
플라스틱제품	36	1.4%
생산업	34	1.3%
Other values (356)	1245	48.1%

Most occurring characters

Value	Count	Frequency (%)
	2023	21.2%
업	702	7.4%
제	629	6.6%
조	534	5.6%
기	408	4.3%
품	281	2.9%
타	247	2.6%
및	240	2.5%
자	164	1.7%
차	164	1.7%
Other values (240)	4148	43.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7514	78.8%
Space Separator	2023	21.2%
Other Punctuation	2	< 0.1%
Decimal Number	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
업	702	9.3%
제	629	8.4%
조	534	7.1%
기	408	5.4%
품	281	3.7%
타	247	3.3%
및	240	3.2%
자	164	2.2%
차	164	2.2%
리	162	2.2%
Other values (237)	3983	53.0%

Space Separator

Value	Count	Frequency (%)
	2023	100.0%

Other Punctuation

Value	Count	Frequency (%)
·	2	100.0%

Decimal Number

Value	Count	Frequency (%)
1	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7514	78.8%
Common	2026	21.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
업	702	9.3%
제	629	8.4%
조	534	7.1%
기	408	5.4%
품	281	3.7%
타	247	3.3%
및	240	3.2%
자	164	2.2%
차	164	2.2%
리	162	2.2%
Other values (237)	3983	53.0%

Common

Value	Count	Frequency (%)
	2023	99.9%
·	2	0.1%
1	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7514	78.8%
ASCII	2024	21.2%
None	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2023	> 99.9%
1	1	< 0.1%

Hangul

Value	Count	Frequency (%)
업	702	9.3%
제	629	8.4%
조	534	7.1%
기	408	5.4%
품	281	3.7%
타	247	3.3%
및	240	3.2%
자	164	2.2%
차	164	2.2%
리	162	2.2%
Other values (237)	3983	53.0%

None

Value	Count	Frequency (%)
·	2	100.0%

주생산품명
Text

Distinct	423
Distinct (%)	56.9%
Missing	2
Missing (%)	0.3%
Memory size	6.0 KiB

Length

Max length	43
Median length	33
Mean length	5.3051075
Min length	1

Characters and Unicode

Total characters	3947
Distinct characters	396
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	395 ?
Unique (%)	53.1%

Sample

1st row	식품첨가물 등
2nd row
3rd row
4th row	유기질비료
5th row	물탱크

Value	Count	Frequency (%)
자동차부품	27	3.3%
외	26	3.2%
자동차	24	3.0%
등	18	2.2%
부품	15	1.9%
및	15	1.9%
플라스틱	13	1.6%
레미콘	10	1.2%
자동차용	9	1.1%
반도체	8	1.0%
Other values (536)	645	79.6%

Most occurring characters

Value	Count	Frequency (%)
	599	15.2%
품	136	3.4%
자	106	2.7%
차	104	2.6%
동	102	2.6%
부	101	2.6%
재	59	1.5%
스	55	1.4%
기	55	1.4%
용	54	1.4%
Other values (386)	2576	65.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2825	71.6%
Space Separator	599	15.2%
Uppercase Letter	273	6.9%
Lowercase Letter	145	3.7%
Close Punctuation	29	0.7%
Open Punctuation	29	0.7%
Decimal Number	24	0.6%
Other Punctuation	19	0.5%
Dash Punctuation	4	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
품	136	4.8%
자	106	3.8%
차	104	3.7%
동	102	3.6%
부	101	3.6%
재	59	2.1%
스	55	1.9%
기	55	1.9%
용	54	1.9%
장	48	1.7%
Other values (326)	2005	71.0%

Uppercase Letter

Value	Count	Frequency (%)
P	31	11.4%
E	28	10.3%
R	25	9.2%
C	22	8.1%
L	19	7.0%
A	18	6.6%
S	18	6.6%
D	16	5.9%
T	15	5.5%
O	11	4.0%
Other values (13)	70	25.6%

Lowercase Letter

Value	Count	Frequency (%)
e	21	14.5%
r	17	11.7%
a	16	11.0%
t	12	8.3%
l	10	6.9%
n	9	6.2%
i	9	6.2%
o	8	5.5%
c	7	4.8%
m	7	4.8%
Other values (11)	29	20.0%

Decimal Number

Value	Count	Frequency (%)
0	10	41.7%
3	3	12.5%
1	3	12.5%
5	2	8.3%
8	2	8.3%
6	1	4.2%
4	1	4.2%
9	1	4.2%
2	1	4.2%

Other Punctuation

Value	Count	Frequency (%)
.	9	47.4%
/	6	31.6%
:	4	21.1%

Space Separator

Value	Count	Frequency (%)
	599	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	29	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	29	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2825	71.6%
Common	704	17.8%
Latin	418	10.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
품	136	4.8%
자	106	3.8%
차	104	3.7%
동	102	3.6%
부	101	3.6%
재	59	2.1%
스	55	1.9%
기	55	1.9%
용	54	1.9%
장	48	1.7%
Other values (326)	2005	71.0%

Latin

Value	Count	Frequency (%)
P	31	7.4%
E	28	6.7%
R	25	6.0%
C	22	5.3%
e	21	5.0%
L	19	4.5%
A	18	4.3%
S	18	4.3%
r	17	4.1%
a	16	3.8%
Other values (34)	203	48.6%

Common

Value	Count	Frequency (%)
	599	85.1%
)	29	4.1%
(	29	4.1%
0	10	1.4%
.	9	1.3%
/	6	0.9%
-	4	0.6%
:	4	0.6%
3	3	0.4%
1	3	0.4%
Other values (6)	8	1.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2825	71.6%
ASCII	1122	28.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	599	53.4%
P	31	2.8%
)	29	2.6%
(	29	2.6%
E	28	2.5%
R	25	2.2%
C	22	2.0%
e	21	1.9%
L	19	1.7%
A	18	1.6%
Other values (50)	301	26.8%

Hangul

Value	Count	Frequency (%)
품	136	4.8%
자	106	3.8%
차	104	3.7%
동	102	3.6%
부	101	3.6%
재	59	2.1%
스	55	1.9%
기	55	1.9%
용	54	1.9%
장	48	1.7%
Other values (326)	2005	71.0%

굴뚝수
Real number (ℝ)

ZEROS

Distinct	19
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.772118

Minimum	0
Maximum	25
Zeros	350
Zeros (%)	46.9%
Negative	0
Negative (%)	0.0%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	7.75
Maximum	25
Range	25
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.8499994
Coefficient of variation (CV)	1.6082448
Kurtosis	12.585026
Mean	1.772118
Median Absolute Deviation (MAD)	1
Skewness	2.9447782
Sum	1322
Variance	8.1224967
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	350	46.9%
1	124	16.6%
2	101	13.5%
3	46	6.2%
4	32	4.3%
5	29	3.9%
6	15	2.0%
8	12	1.6%
7	11	1.5%
10	6	0.8%
Other values (9)	20	2.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	350	46.9%
1	124	16.6%
2	101	13.5%
3	46	6.2%
4	32	4.3%
5	29	3.9%
6	15	2.0%
7	11	1.5%
8	12	1.6%
9	5	0.7%

Value	Count	Frequency (%)
25	1	0.1%
20	1	0.1%
18	1	0.1%
16	2	0.3%
15	1	0.1%
13	2	0.3%
12	4	0.5%
11	3	0.4%
10	6	0.8%
9	5	0.7%

배출시설수
Real number (ℝ)

Distinct	43
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.0268097

Minimum	0
Maximum	97
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	4
Q3	9
95-th percentile	22
Maximum	97
Range	97
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	9.4476632
Coefficient of variation (CV)	1.3445167
Kurtosis	31.343442
Mean	7.0268097
Median Absolute Deviation (MAD)	3
Skewness	4.5533094
Sum	5242
Variance	89.258341
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
2	139	18.6%
1	134	18.0%
3	67	9.0%
4	59	7.9%
5	53	7.1%
6	39	5.2%
7	35	4.7%
9	26	3.5%
8	25	3.4%
12	22	2.9%
Other values (33)	147	19.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.1%
1	134	18.0%
2	139	18.6%
3	67	9.0%
4	59	7.9%
5	53	7.1%
6	39	5.2%
7	35	4.7%
8	25	3.4%
9	26	3.5%

Value	Count	Frequency (%)
97	2	0.3%
75	1	0.1%
74	1	0.1%
57	2	0.3%
55	1	0.1%
45	1	0.1%
44	1	0.1%
38	1	0.1%
37	1	0.1%
34	1	0.1%

종
Categorical

Distinct	4
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

5종	451
4종	270
3종	19
2종	6

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
5종	451	60.5%
4종	270	36.2%
3종	19	2.5%
2종	6	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
5종	451	60.5%
4종	270	36.2%
3종	19	2.5%
2종	6	0.8%

배출조업시간
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	23
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.918499

Minimum	0
Maximum	25
Zeros	12
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	5.25
Q1	8
median	8
Q3	10
95-th percentile	24
Maximum	25
Range	25
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	6.3266439
Coefficient of variation (CV)	0.57944266
Kurtosis	0.26828822
Mean	10.918499
Median Absolute Deviation (MAD)	0
Skewness	1.2727517
Sum	8145.2
Variance	40.026422
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
8.0	486	65.1%
24.0	111	14.9%
10.0	24	3.2%
12.0	22	2.9%
20.0	19	2.5%
6.0	13	1.7%
0.0	12	1.6%
4.0	11	1.5%
16.0	9	1.2%
3.0	6	0.8%
Other values (13)	33	4.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	12	1.6%
0.2	1	0.1%
1.0	1	0.1%
2.0	3	0.4%
3.0	6	0.8%
4.0	11	1.5%
5.0	4	0.5%
6.0	13	1.7%
7.0	2	0.3%
8.0	486	65.1%

Value	Count	Frequency (%)
25.0	1	0.1%
24.0	111	14.9%
23.0	2	0.3%
22.0	5	0.7%
21.0	2	0.3%
20.0	19	2.5%
18.0	4	0.5%
16.0	9	1.2%
15.0	2	0.3%
14.0	1	0.1%

방지조업시간
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	24
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.508311

Minimum	0
Maximum	335
Zeros	109
Zeros (%)	14.6%
Negative	0
Negative (%)	0.0%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8
median	8
Q3	8
95-th percentile	24
Maximum	335
Range	335
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	25.29201
Coefficient of variation (CV)	2.1977169
Kurtosis	124.83828
Mean	11.508311
Median Absolute Deviation (MAD)	0
Skewness	10.806921
Sum	8585.2
Variance	639.68576
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
8.0	419	56.2%
0.0	109	14.6%
24.0	97	13.0%
10.0	22	2.9%
12.0	17	2.3%
20.0	16	2.1%
6.0	13	1.7%
4.0	7	0.9%
16.0	7	0.9%
5.0	5	0.7%
Other values (14)	34	4.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	109	14.6%
0.2	1	0.1%
2.0	2	0.3%
3.0	4	0.5%
4.0	7	0.9%
5.0	5	0.7%
6.0	13	1.7%
7.0	2	0.3%
8.0	419	56.2%
9.0	4	0.5%

Value	Count	Frequency (%)
335.0	1	0.1%
300.0	4	0.5%
25.0	1	0.1%
24.0	97	13.0%
23.0	2	0.3%
22.0	4	0.5%
21.0	2	0.3%
20.0	16	2.1%
18.0	4	0.5%
16.0	7	0.9%

배출연간가동일수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	42
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	284.41957

Minimum	0
Maximum	365
Zeros	14
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	239.25
Q1	300
median	300
Q3	300
95-th percentile	360
Maximum	365
Range	365
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	56.189489
Coefficient of variation (CV)	0.19755845
Kurtosis	13.818104
Mean	284.41957
Median Absolute Deviation (MAD)	0
Skewness	-3.3056022
Sum	212177
Variance	3157.2586
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
300	505	67.7%
240	57	7.6%
365	31	4.2%
250	27	3.6%
264	20	2.7%
260	15	2.0%
0	14	1.9%
360	9	1.2%
280	8	1.1%
288	7	0.9%
Other values (32)	53	7.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	1.9%
8	2	0.3%
25	1	0.1%
30	1	0.1%
35	1	0.1%
100	1	0.1%
120	4	0.5%
122	1	0.1%
150	2	0.3%
170	1	0.1%

Value	Count	Frequency (%)
365	31	4.2%
360	9	1.2%
350	5	0.7%
341	1	0.1%
340	1	0.1%
336	2	0.3%
335	1	0.1%
332	1	0.1%
330	2	0.3%
324	1	0.1%

방지연간가동일수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	39
Distinct (%)	5.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	249.9437

Minimum	0
Maximum	365
Zeros	106
Zeros (%)	14.2%
Negative	0
Negative (%)	0.0%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	250
median	300
Q3	300
95-th percentile	347.75
Maximum	365
Range	365
Interquartile range (IQR)	50

Descriptive statistics

Standard deviation	107.1476
Coefficient of variation (CV)	0.42868695
Kurtosis	1.4154856
Mean	249.9437
Median Absolute Deviation (MAD)	0
Skewness	-1.7301976
Sum	186458
Variance	11480.609
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
300	449	60.2%
0	106	14.2%
240	50	6.7%
365	23	3.1%
250	21	2.8%
264	19	2.5%
260	14	1.9%
360	10	1.3%
280	8	1.1%
350	5	0.7%
Other values (29)	41	5.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	106	14.2%
25	1	0.1%
30	1	0.1%
35	1	0.1%
100	1	0.1%
120	2	0.3%
150	1	0.1%
170	1	0.1%
180	1	0.1%
200	4	0.5%

Value	Count	Frequency (%)
365	23	3.1%
360	10	1.3%
350	5	0.7%
341	1	0.1%
340	1	0.1%
336	1	0.1%
335	1	0.1%
332	1	0.1%
330	2	0.3%
320	1	0.1%

인허가등록일자
Date

Distinct	684
Distinct (%)	91.7%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

Minimum	1972-08-01 00:00:00
Maximum	2022-06-13 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가구분
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

신고	718
허가	27
	1

Length

Max length	2
Median length	2
Mean length	1.9986595
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
신고	718	96.2%
허가	27	3.6%
	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
신고	718	96.4%
허가	27	3.6%

최종변경일자
Text

Distinct	255
Distinct (%)	34.2%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

Length

Max length	10
Median length	1
Mean length	4.4865952
Min length	1

Characters and Unicode

Total characters	3347
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	223 ?
Unique (%)	29.9%

Sample

1st row	2015-01-22
2nd row	2004-03-29
3rd row	2011-07-29
4th row	2021-04-20
5th row

Value	Count	Frequency (%)
2021-10-21	3	1.0%
2021-09-30	3	1.0%
2022-01-19	3	1.0%
2021-12-08	3	1.0%
2022-05-19	2	0.7%
2018-07-02	2	0.7%
2019-12-17	2	0.7%
2020-01-22	2	0.7%
2021-01-18	2	0.7%
2020-11-16	2	0.7%
Other values (244)	265	91.7%

Most occurring characters

Value	Count	Frequency (%)
0	661	19.7%
2	651	19.5%
-	578	17.3%
1	503	15.0%
	457	13.7%
9	97	2.9%
8	87	2.6%
3	78	2.3%
7	73	2.2%
6	60	1.8%
Other values (2)	102	3.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2312	69.1%
Dash Punctuation	578	17.3%
Space Separator	457	13.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	661	28.6%
2	651	28.2%
1	503	21.8%
9	97	4.2%
8	87	3.8%
3	78	3.4%
7	73	3.2%
6	60	2.6%
4	55	2.4%
5	47	2.0%

Dash Punctuation

Value	Count	Frequency (%)
-	578	100.0%

Space Separator

Value	Count	Frequency (%)
	457	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3347	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	661	19.7%
2	651	19.5%
-	578	17.3%
1	503	15.0%
	457	13.7%
9	97	2.9%
8	87	2.6%
3	78	2.3%
7	73	2.2%
6	60	1.8%
Other values (2)	102	3.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3347	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	661	19.7%
2	651	19.5%
-	578	17.3%
1	503	15.0%
	457	13.7%
9	97	2.9%
8	87	2.6%
3	78	2.3%
7	73	2.2%
6	60	1.8%
Other values (2)	102	3.0%

연료사용량(총합)
Real number (ℝ)

ZEROS

Distinct	226
Distinct (%)	30.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	326465.69

Minimum	0
Maximum	34992000
Zeros	499
Zeros (%)	66.9%
Negative	0
Negative (%)	0.0%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	21450
95-th percentile	1316378.4
Maximum	34992000
Range	34992000
Interquartile range (IQR)	21450

Descriptive statistics

Standard deviation	1971921.8
Coefficient of variation (CV)	6.0402114
Kurtosis	198.25403
Mean	326465.69
Median Absolute Deviation (MAD)	0
Skewness	13.196389
Sum	2.4354341 × 10⁸
Variance	3.8884756 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	499	66.9%
12000.0	5	0.7%
60000.0	5	0.7%
24000.0	3	0.4%
144000.0	3	0.4%
22500.0	2	0.3%
21000.0	2	0.3%
15000.0	2	0.3%
90000.0	2	0.3%
135000.0	2	0.3%
Other values (216)	221	29.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	499	66.9%
1.65	1	0.1%
25.0	1	0.1%
29.6	1	0.1%
40.0	1	0.1%
80.0	1	0.1%
120.0	1	0.1%
132.0	1	0.1%
150.0	1	0.1%
157.0	1	0.1%

Value	Count	Frequency (%)
34992000.0	1	0.1%
27939456.0	1	0.1%
20700000.0	1	0.1%
15120000.0	1	0.1%
6350400.0	1	0.1%
5586607.2	1	0.1%
4200000.0	1	0.1%
4146120.0	1	0.1%
3906011.0	1	0.1%
3759240.0	1	0.1%

오염물질발생량(총합)
Real number (ℝ)

ZEROS

Distinct	441
Distinct (%)	59.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.815265

Minimum	0
Maximum	4220
Zeros	85
Zeros (%)	11.4%
Negative	0
Negative (%)	0.0%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.1925
median	1.2
Q3	3.94
95-th percentile	9.7475
Maximum	4220
Range	4220
Interquartile range (IQR)	3.7475

Descriptive statistics

Standard deviation	210.57693
Coefficient of variation (CV)	14.213511
Kurtosis	368.99303
Mean	14.815265
Median Absolute Deviation (MAD)	1.19
Skewness	19.176539
Sum	11052.188
Variance	44342.645
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	85	11.4%
0.07	8	1.1%
0.28	7	0.9%
0.12	7	0.9%
0.01	7	0.9%
0.04	6	0.8%
0.74	6	0.8%
0.03	6	0.8%
0.15	5	0.7%
0.17	5	0.7%
Other values (431)	604	81.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	85	11.4%
0.002	2	0.3%
0.004	4	0.5%
0.005	3	0.4%
0.006	1	0.1%
0.01	7	0.9%
0.018	1	0.1%
0.02	4	0.5%
0.025	1	0.1%
0.03	6	0.8%

Value	Count	Frequency (%)
4220.0	1	0.1%
3900.0	1	0.1%
331.73	1	0.1%
171.7	1	0.1%
103.2	1	0.1%
62.6	1	0.1%
51.61	1	0.1%
43.28	1	0.1%
42.2	1	0.1%
38.79	1	0.1%

Heatmap
Table

	굴뚝수	배출시설수	종	배출조업시간	방지조업시간	배출연간가동일수	방지연간가동일수	인허가구분	연료사용량(총합)	오염물질발생량(총합)
굴뚝수	1.000	0.723	0.458	0.294	0.000	0.000	0.113	0.332	0.716	0.000
배출시설수	0.723	1.000	0.589	0.179	0.000	0.000	0.000	0.360	0.292	0.000
종	0.458	0.589	1.000	0.314	0.000	0.180	0.224	0.179	0.417	0.041
배출조업시간	0.294	0.179	0.314	1.000	0.000	0.567	0.424	0.267	0.142	0.165
방지조업시간	0.000	0.000	0.000	0.000	1.000	0.326	0.088	0.000	0.000	0.000
배출연간가동일수	0.000	0.000	0.180	0.567	0.326	1.000	0.989	0.325	0.000	0.119
방지연간가동일수	0.113	0.000	0.224	0.424	0.088	0.989	1.000	0.375	0.000	0.000
인허가구분	0.332	0.360	0.179	0.267	0.000	0.325	0.375	1.000	0.269	0.000
연료사용량(총합)	0.716	0.292	0.417	0.142	0.000	0.000	0.000	0.269	1.000	0.000
오염물질발생량(총합)	0.000	0.000	0.041	0.165	0.000	0.119	0.000	0.000	0.000	1.000

Heatmap
Table

	종	인허가구분
종	1.000	0.170
인허가구분	0.170	1.000

Heatmap
Table

	굴뚝수	배출시설수	배출조업시간	방지조업시간	배출연간가동일수	방지연간가동일수	연료사용량(총합)	오염물질발생량(총합)	종	인허가구분
굴뚝수	1.000	0.266	0.126	0.292	-0.056	0.142	0.079	0.305	0.276	0.217
배출시설수	0.266	1.000	0.275	0.237	-0.011	0.006	0.128	0.337	0.295	0.245
배출조업시간	0.126	0.275	1.000	0.709	0.152	0.138	0.118	0.171	0.223	0.165
방지조업시간	0.292	0.237	0.709	1.000	0.159	0.529	0.159	0.252	0.000	0.000
배출연간가동일수	-0.056	-0.011	0.152	0.159	1.000	0.686	0.131	0.075	0.115	0.150
방지연간가동일수	0.142	0.006	0.138	0.529	0.686	1.000	0.143	0.171	0.144	0.178
연료사용량(총합)	0.079	0.128	0.118	0.159	0.131	0.143	1.000	0.315	0.280	0.115
오염물질발생량(총합)	0.305	0.337	0.171	0.252	0.075	0.171	0.315	1.000	0.027	0.000
종	0.276	0.295	0.223	0.000	0.115	0.144	0.280	0.027	1.000	0.170
인허가구분	0.217	0.245	0.165	0.000	0.150	0.178	0.115	0.000	0.170	1.000

Count
Matrix

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.

First rows
Last rows

	사업장명	소재지	도로명소재지	대표업종	주생산품명	굴뚝수	배출시설수	종	배출조업시간	방지조업시간	배출연간가동일수	방지연간가동일수	인허가등록일자	인허가구분	최종변경일자	연료사용량(총합)	오염물질발생량(총합)
0	(주)광일	충청남도 아산시 풍기동 226	충청남도 아산시 어의정로 157 (풍기동)	식품 첨가물 제조업	식품첨가물 등	4	6	5종	8.0	8.0	300	300	1972-08-01	신고	2015-01-22	0.0	0.21
1	현대병원	충청남도 아산시 온천동 220-16	충청남도 아산시 시민로 388 (온천동)	병원		0	1	5종	6.0	6.0	365	365	1973-09-07	신고	2004-03-29	91323.0	1.203
2	(주)파라다이스 도고지점	충청남도 아산시 도고면 기곡리 180-1-1		숙박업		0	2	4종	24.0	24.0	360	360	1981-08-28	신고	2011-07-29	806130.0	8.85
3	효성오앤비(주)	충청남도 아산시 신동 279-10	충청남도 아산시 온천대로 1785 (신동)	기타 비료 및 질소화합물 제조업	유기질비료	0	3	4종	8.0	8.0	300	300	1982-09-16	신고	2021-04-20	0.0	3.66
4	아일수지공업(주)	충청남도 아산시 실옥동 242	충청남도 아산시 실옥로 110-29 (실옥동)	플라스틱제품 제조업	물탱크	0	11	4종	8.0	8.0	300	300	1986-06-19	신고		0.0	3.56
5	뉴 코리아호텔	충청남도 아산시 온천동 230-6		숙박업		0	1	5종	0.0	0.0	0	0	1986-10-13	신고		0.0	0.0
6	한라엔컴(주)	충청남도 아산시 배방읍 갈매리 114-1 레미콘공장	충청남도 아산시 배방읍 봉강천로 131 레미콘공장	비금속광물제품 제조업	레미콘	0	12	4종	8.0	8.0	300	300	1986-05-22	신고		86427.0	4.87
7	우진특수도장	충청남도 아산시 염치읍 석정리 31-11	충청남도 아산시 염치읍 충무로 215-1	기타 조립금속제품 제조업	자동차휠카바	0	5	4종	8.0	8.0	300	300	1986-08-02	신고	2017-07-13	87600.0	3.22
8	(주)경보제약	충청남도 아산시 실옥동 345-6	충청남도 아산시 실옥로 174 (실옥동)			1	97	2종	24.0	24.0	365	365	1987-04-14	허가	2019-01-31	2383886.4	34.7
9	한일산업(주)아산공장	충청남도 아산시 염치읍 염성리 155	충청남도 아산시 염치읍 아산로 505	콘크리트 시멘트 및 플라스터 제품 제조업	레미콘	5	7	4종	8.0	8.0	300	300	1987-07-07	신고	2019-06-26	0.0	7.74

	사업장명	소재지	도로명소재지	대표업종	주생산품명	굴뚝수	배출시설수	종	배출조업시간	방지조업시간	배출연간가동일수	방지연간가동일수	인허가등록일자	인허가구분	최종변경일자	오염물질발생량(총합)
736	(주)탑머티리얼	충청남도 아산시 둔포면 석곡리 1939	충청남도 아산시 둔포면 아산밸리로388번길 82	축전지 제조업		2	8	5종	24.0	2.0	264	264	2022-04-20	신고		0.3
737	(주)티케이케미칼 이엔에이치공장	충청남도 아산시 둔포면 석곡리 1342	충청남도 아산시 둔포면 아산밸리북로 112	반도체 및 평판디스플레이 제조용 기계 제조업		2	15	5종	24.0	24.0	350	350	2022-04-24	신고	2022-04-12	0.46
738	천안아산자동차검사소	충청남도 아산시 배방읍 갈매리 16-10	충청남도 아산시 배방읍 호서로 460-4	자동차 종합 수리업	도색차량	1	1	5종	4.0	4.0	300	300	2022-04-27	신고		0.427
739	(주)오딘솔루션	충청남도 아산시 음봉면 산동리 180-1 남일수출포장	충청남도 아산시 음봉면 산동로 321-9 남일수출포장			1	2	5종	8.0	8.0	300	300	2022-05-02	신고		0.74
740	(주)현진글로벌	충청남도 아산시 둔포면 신남리 585-30	충청남도 아산시 둔포면 아산호로808번길 25	플라스틱 적층 도포 및 기타 표면처리 제품 제조업		3	7	4종	8.0	8.0	300	300	2022-05-09	신고		4.91
741	(주)에코씨앤에프	충청남도 아산시 염치읍 서원리 265-10	충청남도 아산시 염치읍 현대로 244-15	그외 기타 플라스틱 제품 제조업		0	6	5종	8.0	0.0	252	0	2022-05-11	신고		0.0
742	(주)엠지에너지	충청남도 아산시 음봉면 산동리 690-45	충청남도 아산시 음봉면 월산로201번길 6-23	기타 자동차 부품 제조업		2	3	5종	12.0	12.0	300	300	2022-05-17	신고		0.14
743	한일산업(주)	충청남도 아산시 득산동 312-45	충청남도 아산시 온천대로1122번길 35-8 (득산동)	자동차 차체용 부품 제조업	Arm Rest 외	0	22	5종	9.0	9.0	240	240	2022-05-18	신고		0.55
744	디엠아이이엔지(주)	충청남도 아산시 둔포면 신항리 45	충청남도 아산시 둔포면 해위안길 81	광물처리 및 취급장비 제조업		1	1	5종	8.0	8.0	300	300	2022-05-22	신고		0.62
745	동일화학공업(주)아산지점	충청남도 아산시 둔포면 신항리 104-26	충청남도 아산시 둔포면 윤보선로336번길 36	그외 기타 달리 분류되지 않은 제품 제조업		1	9	5종	24.0	24.0	250	250	2022-06-13	신고		0.91

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Other Punctuation

Open Punctuation

Close Punctuation

Space Separator

Other Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

Hangul

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Uppercase Letter

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Open Punctuation

Close Punctuation

Uppercase Letter

Space Separator

Dash Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Space Separator

Other Punctuation

Decimal Number

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

Most occurring characters

Most occurring categories