gimi9 Pandas Profiling

Dataset statistics

Number of variables	17
Number of observations	10000
Missing cells	44872
Missing cells (%)	26.4%
Duplicate rows	1
Duplicate rows (%)	< 0.1%
Total size in memory	1.4 MiB
Average record size in memory	151.0 B

Variable types

Categorical	3
Text	6
DateTime	1
Unsupported	2
Numeric	5

Dataset

Description	담배 소매업 현황_인허가
Author	행정안전부
URL	https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=I7ZQ87RW9649Z3EOE7A126852371&infSeq=1

Alerts

Dataset has 1 (< 0.1%) duplicate rows	Duplicates
`소재지우편번호` is highly overall correlated with `WGS84위도` and 2 other fields	High correlation
`WGS84위도` is highly overall correlated with `소재지우편번호` and 2 other fields	High correlation
`WGS84경도` is highly overall correlated with `X좌표값` and 1 other fields	High correlation
`X좌표값` is highly overall correlated with `WGS84경도` and 1 other fields	High correlation
`Y좌표값` is highly overall correlated with `소재지우편번호` and 2 other fields	High correlation
`시군명` is highly overall correlated with `소재지우편번호` and 4 other fields	High correlation
`영업상태명` is highly imbalanced (52.8%)	Imbalance
`인허가취소일자` has 9000 (90.0%) missing values	Missing
`소재지시설전화번호` has 4428 (44.3%) missing values	Missing
`소재지면적정보` has 10000 (100.0%) missing values	Missing
`도로명우편번호` has 6138 (61.4%) missing values	Missing
`소재지도로명주소` has 1336 (13.4%) missing values	Missing
`소재지우편번호` has 725 (7.2%) missing values	Missing
`업태구분명정보` has 10000 (100.0%) missing values	Missing
`X좌표값` has 1553 (15.5%) missing values	Missing
`Y좌표값` has 1553 (15.5%) missing values	Missing
`소재지면적정보` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`업태구분명정보` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2023-12-10 22:57:55.228169
Analysis finished	2023-12-10 22:58:01.257925
Duration	6.03 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

시군명
Categorical

HIGH CORRELATION

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

부천시	1977
고양시	1874
성남시	1445
남양주시	1110
김포시	860
Other values (7)	2734

Length

Max length	4
Median length	3
Mean length	3.1406
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	광명시
2nd row	군포시
3rd row	부천시
4th row	부천시
5th row	부천시

Common Values

Value	Count	Frequency (%)
부천시	1977	19.8%
고양시	1874	18.7%
성남시	1445	14.4%
남양주시	1110	11.1%
김포시	860	8.6%
광주시	622	6.2%
군포시	491	4.9%
광명시	444	4.4%
구리시	424	4.2%
가평군	360	3.6%
Other values (2)	393	3.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
부천시	1977	19.8%
고양시	1874	18.7%
성남시	1445	14.4%
남양주시	1110	11.1%
김포시	860	8.6%
광주시	622	6.2%
군포시	491	4.9%
광명시	444	4.4%
구리시	424	4.2%
가평군	360	3.6%
Other values (2)	393	3.9%

사업장명
Text

Distinct	8226
Distinct (%)	82.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	32
Median length	28
Mean length	6.9652
Min length	1

Characters and Unicode

Total characters	69652
Distinct characters	848
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	7430 ?
Unique (%)	74.3%

Sample

1st row	코리아 마트
2nd row	피오토
3rd row	심곡할인마트
4th row	한양철물건재
5th row	동원쌀슈퍼

Value	Count	Frequency (%)
씨유	395	3.1%
세븐일레븐	290	2.3%
gs25	266	2.1%
이마트24	133	1.0%
지에스25	115	0.9%
주)코리아세븐	98	0.8%
지에스(gs)25	78	0.6%
미니스톱	67	0.5%
훼미리마트	62	0.5%
주식회사	59	0.5%
Other values (8446)	11273	87.8%

Most occurring characters

Value	Count	Frequency (%)
점	3095	4.4%
	2845	4.1%
마	2307	3.3%
트	2084	3.0%
퍼	1531	2.2%
슈	1443	2.1%
2	1256	1.8%
스	1087	1.6%
5	976	1.4%
이	974	1.4%
Other values (838)	52054	74.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	59423	85.3%
Space Separator	2846	4.1%
Decimal Number	2844	4.1%
Uppercase Letter	2469	3.5%
Close Punctuation	804	1.2%
Open Punctuation	796	1.1%
Lowercase Letter	335	0.5%
Other Punctuation	93	0.1%
Dash Punctuation	40	0.1%
Other Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
점	3095	5.2%
마	2307	3.9%
트	2084	3.5%
퍼	1531	2.6%
슈	1443	2.4%
스	1087	1.8%
이	974	1.6%
주	963	1.6%
유	954	1.6%
리	942	1.6%
Other values (760)	44043	74.1%

Uppercase Letter

Value	Count	Frequency (%)
S	739	29.9%
G	719	29.1%
C	197	8.0%
U	128	5.2%
K	82	3.3%
L	79	3.2%
A	67	2.7%
E	45	1.8%
D	45	1.8%
T	43	1.7%
Other values (15)	325	13.2%

Lowercase Letter

Value	Count	Frequency (%)
e	50	14.9%
s	27	8.1%
o	27	8.1%
i	25	7.5%
a	24	7.2%
r	20	6.0%
t	18	5.4%
m	18	5.4%
n	17	5.1%
y	16	4.8%
Other values (13)	93	27.8%

Other Punctuation

Value	Count	Frequency (%)
.	37	39.8%
&	18	19.4%
,	12	12.9%
*	8	8.6%
/	5	5.4%
:	3	3.2%
？	3	3.2%
'	2	2.2%
?	2	2.2%
!	2	2.2%

Decimal Number

Value	Count	Frequency (%)
2	1256	44.2%
5	976	34.3%
4	259	9.1%
1	109	3.8%
3	85	3.0%
0	55	1.9%
6	47	1.7%
8	26	0.9%
7	17	0.6%
9	14	0.5%

Space Separator

Value	Count	Frequency (%)
	2845	> 99.9%
	1	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	803	99.9%
]	1	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	795	99.9%
[	1	0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	40	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	1	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	59424	85.3%
Common	7424	10.7%
Latin	2804	4.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
점	3095	5.2%
마	2307	3.9%
트	2084	3.5%
퍼	1531	2.6%
슈	1443	2.4%
스	1087	1.8%
이	974	1.6%
주	963	1.6%
유	954	1.6%
리	942	1.6%
Other values (761)	44044	74.1%

Latin

Value	Count	Frequency (%)
S	739	26.4%
G	719	25.6%
C	197	7.0%
U	128	4.6%
K	82	2.9%
L	79	2.8%
A	67	2.4%
e	50	1.8%
E	45	1.6%
D	45	1.6%
Other values (38)	653	23.3%

Common

Value	Count	Frequency (%)
	2845	38.3%
2	1256	16.9%
5	976	13.1%
)	803	10.8%
(	795	10.7%
4	259	3.5%
1	109	1.5%
3	85	1.1%
0	55	0.7%
6	47	0.6%
Other values (19)	194	2.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	59423	85.3%
ASCII	10223	14.7%
None	5	< 0.1%
Punctuation	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
점	3095	5.2%
마	2307	3.9%
트	2084	3.5%
퍼	1531	2.6%
슈	1443	2.4%
스	1087	1.8%
이	974	1.6%
주	963	1.6%
유	954	1.6%
리	942	1.6%
Other values (760)	44043	74.1%

ASCII

Value	Count	Frequency (%)
	2845	27.8%
2	1256	12.3%
5	976	9.5%
)	803	7.9%
(	795	7.8%
S	739	7.2%
G	719	7.0%
4	259	2.5%
C	197	1.9%
U	128	1.3%
Other values (64)	1506	14.7%

None

Value	Count	Frequency (%)
？	3	60.0%
㈜	1	20.0%
	1	20.0%

Punctuation

Value	Count	Frequency (%)
′	1	100.0%

인허가일자
Text

Distinct	5658
Distinct (%)	56.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	10
Median length	8
Mean length	8.0983
Min length	4

Characters and Unicode

Total characters	80983
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	3187 ?
Unique (%)	31.9%

Sample

1st row	20081031
2nd row	20030417
3rd row	20030513
4th row	20210201
5th row	19880729

Value	Count	Frequency (%)
19890510	38	0.4%
19920201	21	0.2%
20000918	21	0.2%
20000421	20	0.2%
20020823	17	0.2%
19880101	15	0.1%
20000420	14	0.1%
19981209	13	0.1%
19981215	13	0.1%
19981231	12	0.1%
Other values (5650)	9818	98.2%

Most occurring characters

Value	Count	Frequency (%)
0	25363	31.3%
2	16065	19.8%
1	14994	18.5%
9	6080	7.5%
3	3355	4.1%
8	3339	4.1%
7	2792	3.4%
4	2712	3.3%
5	2692	3.3%
6	2593	3.2%
Other values (2)	998	1.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	79985	98.8%
Dash Punctuation	996	1.2%
Space Separator	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	25363	31.7%
2	16065	20.1%
1	14994	18.7%
9	6080	7.6%
3	3355	4.2%
8	3339	4.2%
7	2792	3.5%
4	2712	3.4%
5	2692	3.4%
6	2593	3.2%

Dash Punctuation

Value	Count	Frequency (%)
-	996	100.0%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	80983	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	25363	31.3%
2	16065	19.8%
1	14994	18.5%
9	6080	7.5%
3	3355	4.1%
8	3339	4.1%
7	2792	3.4%
4	2712	3.3%
5	2692	3.3%
6	2593	3.2%
Other values (2)	998	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	80983	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	25363	31.3%
2	16065	19.8%
1	14994	18.5%
9	6080	7.5%
3	3355	4.1%
8	3339	4.1%
7	2792	3.4%
4	2712	3.3%
5	2692	3.3%
6	2593	3.2%
Other values (2)	998	1.2%

인허가취소일자
Date

MISSING

Distinct	480
Distinct (%)	48.0%
Missing	9000
Missing (%)	90.0%
Memory size	156.2 KiB

Minimum	1992-10-27 00:00:00
Maximum	2023-11-27 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

영업상태명
Categorical

IMBALANCE

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

폐업처리	6892
정상영업	1985
지정취소	723
직권취소	326
임시소매기간만료	63
Other values (2)	11

Length

Max length	8
Median length	4
Mean length	4.0252
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	폐업처리
2nd row	지정취소
3rd row	폐업처리
4th row	정상영업
5th row	지정취소

Common Values

Value	Count	Frequency (%)
폐업처리	6892	68.9%
정상영업	1985	19.9%
지정취소	723	7.2%
직권취소	326	3.3%
임시소매기간만료	63	0.6%
휴업처리	9	0.1%
영업정지	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업처리	6892	68.9%
정상영업	1985	19.9%
지정취소	723	7.2%
직권취소	326	3.3%
임시소매기간만료	63	0.6%
휴업처리	9	0.1%
영업정지	2	< 0.1%

소재지시설전화번호
Text

MISSING

Distinct	5237
Distinct (%)	94.0%
Missing	4428
Missing (%)	44.3%
Memory size	156.2 KiB

Length

Max length	14
Median length	13
Mean length	10.777818
Min length	1

Characters and Unicode

Total characters	60054
Distinct characters	15
Distinct categories	5 ?
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	5043 ?
Unique (%)	90.5%

Sample

1st row	2687 8452
2nd row	031 3910220
3rd row	632 6665329
4th row	032
5th row	031 5603294

Value	Count	Frequency (%)
031	2019	23.7%
032	460	5.4%
02	108	1.3%
0356	80	0.9%
0342	77	0.9%
0344	74	0.9%
0	22	0.3%
	20	0.2%
1577-0711	18	0.2%
0000000	14	0.2%
Other values (5344)	5641	66.1%

Most occurring characters

Value	Count	Frequency (%)
0	8778	14.6%
3	7901	13.2%
1	7028	11.7%
2	4901	8.2%
5	4754	7.9%
7	4546	7.6%
6	4266	7.1%
9	4205	7.0%
8	3735	6.2%
4	3614	6.0%
Other values (5)	6326	10.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	53728	89.5%
Dash Punctuation	3311	5.5%
Space Separator	2984	5.0%
Close Punctuation	26	< 0.1%
Math Symbol	5	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	8778	16.3%
3	7901	14.7%
1	7028	13.1%
2	4901	9.1%
5	4754	8.8%
7	4546	8.5%
6	4266	7.9%
9	4205	7.8%
8	3735	7.0%
4	3614	6.7%

Math Symbol

Value	Count	Frequency (%)
~	4	80.0%
+	1	20.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3311	100.0%

Space Separator

Value	Count	Frequency (%)
	2984	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	26	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	60054	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	8778	14.6%
3	7901	13.2%
1	7028	11.7%
2	4901	8.2%
5	4754	7.9%
7	4546	7.6%
6	4266	7.1%
9	4205	7.0%
8	3735	6.2%
4	3614	6.0%
Other values (5)	6326	10.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	60054	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	8778	14.6%
3	7901	13.2%
1	7028	11.7%
2	4901	8.2%
5	4754	7.9%
7	4546	7.6%
6	4266	7.1%
9	4205	7.0%
8	3735	6.2%
4	3614	6.0%
Other values (5)	6326	10.5%

소재지면적정보
Unsupported

MISSING REJECTED UNSUPPORTED

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

도로명우편번호
Text

MISSING

Distinct	1818
Distinct (%)	47.1%
Missing	6138
Missing (%)	61.4%
Memory size	156.2 KiB

Length

Max length	7
Median length	5
Mean length	5.341015
Min length	5

Characters and Unicode

Total characters	20627
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	933 ?
Unique (%)	24.2%

Sample

1st row	420824
2nd row	14668
3rd row	412500
4th row	10067
5th row	10335

Value	Count	Frequency (%)
471030	31	0.8%
10071	25	0.6%
10113	17	0.4%
471010	16	0.4%
12248	15	0.4%
472501	15	0.4%
463400	15	0.4%
471020	15	0.4%
415060	14	0.4%
483030	14	0.4%
Other values (1808)	3685	95.4%

Most occurring characters

Value	Count	Frequency (%)
1	4589	22.2%
4	3265	15.8%
0	2799	13.6%
2	2394	11.6%
3	1522	7.4%
8	1499	7.3%
5	1392	6.7%
7	1270	6.2%
6	1170	5.7%
9	684	3.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20584	99.8%
Dash Punctuation	43	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	4589	22.3%
4	3265	15.9%
0	2799	13.6%
2	2394	11.6%
3	1522	7.4%
8	1499	7.3%
5	1392	6.8%
7	1270	6.2%
6	1170	5.7%
9	684	3.3%

Dash Punctuation

Value	Count	Frequency (%)
-	43	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	20627	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	4589	22.2%
4	3265	15.8%
0	2799	13.6%
2	2394	11.6%
3	1522	7.4%
8	1499	7.3%
5	1392	6.7%
7	1270	6.2%
6	1170	5.7%
9	684	3.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20627	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	4589	22.2%
4	3265	15.8%
0	2799	13.6%
2	2394	11.6%
3	1522	7.4%
8	1499	7.3%
5	1392	6.7%
7	1270	6.2%
6	1170	5.7%
9	684	3.3%

소재지도로명주소
Text

MISSING

Distinct	8054
Distinct (%)	93.0%
Missing	1336
Missing (%)	13.4%
Memory size	156.2 KiB

Length

Max length	69
Median length	58
Mean length	30.416551
Min length	11

Characters and Unicode

Total characters	263529
Distinct characters	633
Distinct categories	12 ?
Distinct scripts	3 ?
Distinct blocks	5 ?

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

Unique

Unique	7506 ?
Unique (%)	86.6%

Sample

1st row	경기도 광명시 모세로 6 (철산동,7단지상가 다동 119-120)
2nd row	경기도 부천시 부천로65번길 34 (심곡동)
3rd row	경기도 부천시 역곡로 40-1 (역곡동)
4th row	경기도 구리시 아치울길22번길 14-13 (아천동)
5th row	경기도 고양시 덕양구 호국로 1809 (고양동)

Value	Count	Frequency (%)
경기도	8664	16.0%
부천시	1810	3.3%
고양시	1621	3.0%
성남시	1322	2.4%
1층	1288	2.4%
남양주시	902	1.7%
김포시	675	1.2%
덕양구	636	1.2%
일산동구	570	1.1%
광주시	563	1.0%
Other values (8525)	36062	66.6%

Most occurring characters

Value	Count	Frequency (%)
	45498	17.3%
1	12794	4.9%
도	9255	3.5%
경	9210	3.5%
동	9192	3.5%
기	8805	3.3%
시	8586	3.3%
로	8431	3.2%
)	7707	2.9%
(	7702	2.9%
Other values (623)	136349	51.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	150582	57.1%
Space Separator	45498	17.3%
Decimal Number	43951	16.7%
Close Punctuation	7707	2.9%
Open Punctuation	7702	2.9%
Other Punctuation	5815	2.2%
Dash Punctuation	1678	0.6%
Uppercase Letter	481	0.2%
Math Symbol	73	< 0.1%
Lowercase Letter	37	< 0.1%
Other values (2)	5	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
도	9255	6.1%
경	9210	6.1%
동	9192	6.1%
기	8805	5.8%
시	8586	5.7%
로	8431	5.6%
길	3713	2.5%
양	3642	2.4%
구	3583	2.4%
호	3290	2.2%
Other values (564)	82875	55.0%

Uppercase Letter

Value	Count	Frequency (%)
B	167	34.7%
A	91	18.9%
C	34	7.1%
S	32	6.7%
K	22	4.6%
D	22	4.6%
L	16	3.3%
G	14	2.9%
I	13	2.7%
T	12	2.5%
Other values (14)	58	12.1%

Decimal Number

Value	Count	Frequency (%)
1	12794	29.1%
2	5445	12.4%
0	4998	11.4%
3	4096	9.3%
4	3420	7.8%
5	3031	6.9%
6	2819	6.4%
7	2749	6.3%
8	2411	5.5%
9	2188	5.0%

Lowercase Letter

Value	Count	Frequency (%)
e	13	35.1%
b	9	24.3%
c	4	10.8%
a	3	8.1%
n	2	5.4%
l	2	5.4%
i	2	5.4%
k	1	2.7%
p	1	2.7%

Other Punctuation

Value	Count	Frequency (%)
,	5763	99.1%
.	20	0.3%
@	13	0.2%
:	9	0.2%
/	5	0.1%
&	3	0.1%
?	1	< 0.1%
？	1	< 0.1%

Letter Number

Value	Count	Frequency (%)
Ⅱ	3	75.0%
Ⅰ	1	25.0%

Space Separator

Value	Count	Frequency (%)
	45498	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	7707	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	7702	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1678	100.0%

Math Symbol

Value	Count	Frequency (%)
~	73	100.0%

Other Symbol

Value	Count	Frequency (%)
㎡	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	150582	57.1%
Common	112425	42.7%
Latin	522	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
도	9255	6.1%
경	9210	6.1%
동	9192	6.1%
기	8805	5.8%
시	8586	5.7%
로	8431	5.6%
길	3713	2.5%
양	3642	2.4%
구	3583	2.4%
호	3290	2.2%
Other values (564)	82875	55.0%

Latin

Value	Count	Frequency (%)
B	167	32.0%
A	91	17.4%
C	34	6.5%
S	32	6.1%
K	22	4.2%
D	22	4.2%
L	16	3.1%
G	14	2.7%
e	13	2.5%
I	13	2.5%
Other values (25)	98	18.8%

Common

Value	Count	Frequency (%)
	45498	40.5%
1	12794	11.4%
)	7707	6.9%
(	7702	6.9%
,	5763	5.1%
2	5445	4.8%
0	4998	4.4%
3	4096	3.6%
4	3420	3.0%
5	3031	2.7%
Other values (14)	11971	10.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	150582	57.1%
ASCII	112941	42.9%
Number Forms	4	< 0.1%
None	1	< 0.1%
CJK Compat	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	45498	40.3%
1	12794	11.3%
)	7707	6.8%
(	7702	6.8%
,	5763	5.1%
2	5445	4.8%
0	4998	4.4%
3	4096	3.6%
4	3420	3.0%
5	3031	2.7%
Other values (45)	12487	11.1%

Hangul

Value	Count	Frequency (%)
도	9255	6.1%
경	9210	6.1%
동	9192	6.1%
기	8805	5.8%
시	8586	5.7%
로	8431	5.6%
길	3713	2.5%
양	3642	2.4%
구	3583	2.4%
호	3290	2.2%
Other values (564)	82875	55.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	3	75.0%
Ⅰ	1	25.0%

None

Value	Count	Frequency (%)
？	1	100.0%

CJK Compat

Value	Count	Frequency (%)
㎡	1	100.0%

소재지지번주소
Text

Distinct	9625
Distinct (%)	96.3%
Missing	7
Missing (%)	0.1%
Memory size	156.2 KiB

Length

Max length	63
Median length	50
Mean length	25.381967
Min length	11

Characters and Unicode

Total characters	253642
Distinct characters	602
Distinct categories	12 ?
Distinct scripts	3 ?
Distinct blocks	5 ?

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

Unique

Unique	9276 ?
Unique (%)	92.8%

Sample

1st row	경기도 광명시 철산동 233번지 1호 7단지상가 다동 119-120
2nd row	경기도 군포시 산본동 호 1096-2 디퍼아울렛타운 236호
3rd row	경기도 부천시 심곡동 367번지 2호
4th row	경기도 부천시 역곡동 86-13
5th row	경기도 부천시약대동 156번지 5 호

Value	Count	Frequency (%)
경기도	9993	17.9%
남양주시	1110	2.0%
호	939	1.7%
부천시	915	1.6%
고양시	890	1.6%
1호	887	1.6%
김포시	860	1.5%
1층	675	1.2%
광주시	606	1.1%
성남시	548	1.0%
Other values (8570)	38294	68.7%

Most occurring characters

Value	Count	Frequency (%)
	47413	18.7%
1	12284	4.8%
도	10516	4.1%
경	10108	4.0%
기	10101	4.0%
동	9801	3.9%
시	9800	3.9%
호	9159	3.6%
지	7970	3.1%
번	6928	2.7%
Other values (592)	119562	47.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	153587	60.6%
Decimal Number	49418	19.5%
Space Separator	47413	18.7%
Dash Punctuation	1910	0.8%
Uppercase Letter	466	0.2%
Other Punctuation	412	0.2%
Open Punctuation	170	0.1%
Close Punctuation	169	0.1%
Math Symbol	55	< 0.1%
Lowercase Letter	38	< 0.1%
Other values (2)	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
도	10516	6.8%
경	10108	6.6%
기	10101	6.6%
동	9801	6.4%
시	9800	6.4%
호	9159	6.0%
지	7970	5.2%
번	6928	4.5%
양	4146	2.7%
구	4027	2.6%
Other values (533)	71031	46.2%

Uppercase Letter

Value	Count	Frequency (%)
B	120	25.8%
A	116	24.9%
C	31	6.7%
S	28	6.0%
K	23	4.9%
L	23	4.9%
D	23	4.9%
T	18	3.9%
G	16	3.4%
I	12	2.6%
Other values (13)	56	12.0%

Lowercase Letter

Value	Count	Frequency (%)
e	11	28.9%
b	6	15.8%
a	5	13.2%
c	5	13.2%
i	3	7.9%
s	2	5.3%
l	2	5.3%
k	1	2.6%
p	1	2.6%
n	1	2.6%

Decimal Number

Value	Count	Frequency (%)
1	12284	24.9%
2	5856	11.8%
3	5062	10.2%
0	5061	10.2%
4	4223	8.5%
5	4019	8.1%
6	3683	7.5%
7	3459	7.0%
8	3093	6.3%
9	2678	5.4%

Other Punctuation

Value	Count	Frequency (%)
,	349	84.7%
@	24	5.8%
.	22	5.3%
/	10	2.4%
&	4	1.0%
？	2	0.5%
:	1	0.2%

Letter Number

Value	Count	Frequency (%)
Ⅱ	2	66.7%
Ⅰ	1	33.3%

Space Separator

Value	Count	Frequency (%)
	47413	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1910	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	170	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	169	100.0%

Math Symbol

Value	Count	Frequency (%)
~	55	100.0%

Other Symbol

Value	Count	Frequency (%)
㎡	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	153587	60.6%
Common	99548	39.2%
Latin	507	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
도	10516	6.8%
경	10108	6.6%
기	10101	6.6%
동	9801	6.4%
시	9800	6.4%
호	9159	6.0%
지	7970	5.2%
번	6928	4.5%
양	4146	2.7%
구	4027	2.6%
Other values (533)	71031	46.2%

Latin

Value	Count	Frequency (%)
B	120	23.7%
A	116	22.9%
C	31	6.1%
S	28	5.5%
K	23	4.5%
L	23	4.5%
D	23	4.5%
T	18	3.6%
G	16	3.2%
I	12	2.4%
Other values (26)	97	19.1%

Common

Value	Count	Frequency (%)
	47413	47.6%
1	12284	12.3%
2	5856	5.9%
3	5062	5.1%
0	5061	5.1%
4	4223	4.2%
5	4019	4.0%
6	3683	3.7%
7	3459	3.5%
8	3093	3.1%
Other values (13)	5395	5.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	153587	60.6%
ASCII	100049	39.4%
Number Forms	3	< 0.1%
None	2	< 0.1%
CJK Compat	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	47413	47.4%
1	12284	12.3%
2	5856	5.9%
3	5062	5.1%
0	5061	5.1%
4	4223	4.2%
5	4019	4.0%
6	3683	3.7%
7	3459	3.5%
8	3093	3.1%
Other values (45)	5896	5.9%

Hangul

Value	Count	Frequency (%)
도	10516	6.8%
경	10108	6.6%
기	10101	6.6%
동	9801	6.4%
시	9800	6.4%
호	9159	6.0%
지	7970	5.2%
번	6928	4.5%
양	4146	2.7%
구	4027	2.6%
Other values (533)	71031	46.2%

None

Value	Count	Frequency (%)
？	2	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	2	66.7%
Ⅰ	1	33.3%

CJK Compat

Value	Count	Frequency (%)
㎡	1	100.0%

소재지우편번호
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	1954
Distinct (%)	21.1%
Missing	725
Missing (%)	7.2%
Infinite	0
Infinite (%)	0.0%
Mean	12602.744

Minimum	10002
Maximum	15890
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	10002
5-th percentile	10077
Q1	10530
median	12734
Q3	14333
95-th percentile	14757
Maximum	15890
Range	5888
Interquartile range (IQR)	3803

Descriptive statistics

Standard deviation	1731.3663
Coefficient of variation (CV)	0.13738011
Kurtosis	-1.2053398
Mean	12602.744
Median Absolute Deviation (MAD)	1687
Skewness	-0.034845473
Sum	1.1689045 × 10⁸
Variance	2997629.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10401	40	0.4%
14548	39	0.4%
10403	29	0.3%
10414	28	0.3%
12771	27	0.3%
10071	27	0.3%
14637	27	0.3%
10113	26	0.3%
11932	26	0.3%
14623	26	0.3%
Other values (1944)	8980	89.8%
(Missing)	725	7.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10002	3	< 0.1%
10003	2	< 0.1%
10006	1	< 0.1%
10007	4	< 0.1%
10009	2	< 0.1%
10010	6	0.1%
10011	19	0.2%
10012	11	0.1%
10013	7	0.1%
10014	2	< 0.1%

Value	Count	Frequency (%)
15890	2	< 0.1%
15889	1	< 0.1%
15888	4	< 0.1%
15887	4	< 0.1%
15886	6	0.1%
15885	3	< 0.1%
15884	3	< 0.1%
15882	1	< 0.1%
15880	6	0.1%
15876	2	< 0.1%

WGS84위도
Real number (ℝ)

HIGH CORRELATION

Distinct	8130
Distinct (%)	81.8%
Missing	66
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%
Mean	37.558638

Minimum	37.280076
Maximum	38.022535
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	37.280076
5-th percentile	37.359287
Q1	37.448857
median	37.527856
Q3	37.656176
95-th percentile	37.75993
Maximum	38.022535
Range	0.74245907
Interquartile range (IQR)	0.20731894

Descriptive statistics

Standard deviation	0.13423433
Coefficient of variation (CV)	0.0035739935
Kurtosis	-0.19125892
Mean	37.558638
Median Absolute Deviation (MAD)	0.11064335
Skewness	0.41298885
Sum	373107.51
Variance	0.018018854
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37.379504	36	0.4%
37.3691892	22	0.2%
37.3576249	21	0.2%
37.3595502	20	0.2%
37.4547083	17	0.2%
37.447797	15	0.1%
37.6665317	12	0.1%
37.6491272	12	0.1%
37.488759	10	0.1%
37.7005084	9	0.1%
Other values (8120)	9760	97.6%
(Missing)	66	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
37.2800760334	1	< 0.1%
37.2816314	1	< 0.1%
37.283714	1	< 0.1%
37.2867044489	1	< 0.1%
37.2885754	1	< 0.1%
37.2885777	1	< 0.1%
37.2886319428	1	< 0.1%
37.2955709	1	< 0.1%
37.2964626747	1	< 0.1%
37.2985424611	1	< 0.1%

Value	Count	Frequency (%)
38.0225351	1	< 0.1%
37.9865702	1	< 0.1%
37.986018	1	< 0.1%
37.9793578	1	< 0.1%
37.9762683	1	< 0.1%
37.974698079	1	< 0.1%
37.9736252	1	< 0.1%
37.9730765575	1	< 0.1%
37.970879	1	< 0.1%
37.9707336495	1	< 0.1%

WGS84경도
Real number (ℝ)

HIGH CORRELATION

Distinct	8130
Distinct (%)	81.8%
Missing	66
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%
Mean	126.96632

Minimum	126.52788
Maximum	127.57443
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	126.52788
5-th percentile	126.67264
Q1	126.78128
median	126.89001
Q3	127.14502
95-th percentile	127.32486
Maximum	127.57443
Range	1.0465546
Interquartile range (IQR)	0.36374012

Descriptive statistics

Standard deviation	0.22088595
Coefficient of variation (CV)	0.0017397208
Kurtosis	-0.84094154
Mean	126.96632
Median Absolute Deviation (MAD)	0.1636896
Skewness	0.39122101
Sum	1261283.4
Variance	0.048790601
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
126.9422848	36	0.4%
126.9458943	22	0.2%
126.9568067	21	0.2%
126.949841	20	0.2%
126.8642971	17	0.2%
127.0167256	15	0.1%
127.2359001	12	0.1%
127.2502353	12	0.1%
126.7553017	10	0.1%
126.7694989	9	0.1%
Other values (8120)	9760	97.6%
(Missing)	66	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
126.5278752	1	< 0.1%
126.5335369	1	< 0.1%
126.5342837	1	< 0.1%
126.5345348	1	< 0.1%
126.5357373	1	< 0.1%
126.5359323	1	< 0.1%
126.5372094	1	< 0.1%
126.537561	1	< 0.1%
126.5408398	1	< 0.1%
126.542231	1	< 0.1%

Value	Count	Frequency (%)
127.5744298236	1	< 0.1%
127.5656538	1	< 0.1%
127.5512077	1	< 0.1%
127.5500969	1	< 0.1%
127.5495498	1	< 0.1%
127.5495448	1	< 0.1%
127.5493669158	1	< 0.1%
127.5493541	2	< 0.1%
127.549073	1	< 0.1%
127.5489622	1	< 0.1%

업태구분명정보
Unsupported

MISSING REJECTED UNSUPPORTED

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

X좌표값
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	6851
Distinct (%)	81.1%
Missing	1553
Missing (%)	15.5%
Infinite	0
Infinite (%)	0.0%
Mean	196871.59

Minimum	158310.27
Maximum	250387.29
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	158310.27
5-th percentile	173373.74
Q1	180637.02
median	188973.38
Q3	212712.19
95-th percentile	228941.13
Maximum	250387.29
Range	92077.023
Interquartile range (IQR)	32075.162

Descriptive statistics

Standard deviation	19475.942
Coefficient of variation (CV)	0.098927136
Kurtosis	-0.83330657
Mean	196871.59
Median Absolute Deviation (MAD)	12440.915
Skewness	0.44604206
Sum	1.6629743 × 10⁹
Variance	3.7931232 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
201414.290589323	11	0.1%
178293.171578447	9	0.1%
209507.949102502	7	0.1%
213284.742417906	7	0.1%
213244.090085184	6	0.1%
181216.34241993	6	0.1%
188396.13131342	6	0.1%
179708.826286267	6	0.1%
180724.082487894	6	0.1%
212910.769639922	5	0.1%
Other values (6841)	8378	83.8%
(Missing)	1553	15.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
158310.268026326	1	< 0.1%
158794.762453556	1	< 0.1%
158837.769766282	1	< 0.1%
159001.64458176	1	< 0.1%
159023.779136838	1	< 0.1%
159164.290905365	1	< 0.1%
159410.224590453	1	< 0.1%
159552.651267724	1	< 0.1%
159560.013611818	1	< 0.1%
159586.506578232	1	< 0.1%

Value	Count	Frequency (%)
250387.290841452	1	< 0.1%
249705.81396726	1	< 0.1%
248327.72224235	1	< 0.1%
248290.779568677	1	< 0.1%
248278.802925855	1	< 0.1%
248263.307374245	2	< 0.1%
248260.454500232	1	< 0.1%
248230.553929964	1	< 0.1%
248217.44178914	1	< 0.1%
248055.879400322	1	< 0.1%

Y좌표값
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	6852
Distinct (%)	81.1%
Missing	1553
Missing (%)	15.5%
Infinite	0
Infinite (%)	0.0%
Mean	450875.85

Minimum	419854.17
Maximum	498303.12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	419854.17
5-th percentile	428777.22
Q1	439455.69
median	447197.16
Q3	461522.53
95-th percentile	473121.76
Maximum	498303.12
Range	78448.947
Interquartile range (IQR)	22066.835

Descriptive statistics

Standard deviation	14581.485
Coefficient of variation (CV)	0.032340355
Kurtosis	-0.098290702
Mean	450875.85
Median Absolute Deviation (MAD)	11449.456
Skewness	0.44839465
Sum	3.8085483 × 10⁹
Variance	2.1261971 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
438412.742054509	11	0.1%
442988.573961638	9	0.1%
426499.956841716	7	0.1%
433565.737288175	7	0.1%
442449.515665699	6	0.1%
437927.010144634	6	0.1%
441481.49797558	6	0.1%
461404.803949418	6	0.1%
442960.539943679	6	0.1%
437281.378806078	5	0.1%
Other values (6842)	8378	83.8%
(Missing)	1553	15.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
419854.174481953	1	< 0.1%
420019.03312919	1	< 0.1%
420255.365130952	1	< 0.1%
420571.356014539	1	< 0.1%
420785.746224581	1	< 0.1%
420788.975855547	2	< 0.1%
421658.637355512	1	< 0.1%
421885.08914283	1	< 0.1%
422128.601496172	1	< 0.1%
422294.516253207	1	< 0.1%

Value	Count	Frequency (%)
498303.121270599	1	< 0.1%
497504.874918587	1	< 0.1%
497161.352711689	1	< 0.1%
496983.161577219	1	< 0.1%
496846.663332551	1	< 0.1%
496780.121860624	1	< 0.1%
496474.137690836	1	< 0.1%
496318.804185629	1	< 0.1%
496261.208127778	1	< 0.1%
496248.988519468	1	< 0.1%

민원종류명
Categorical

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	5446
신규	2491
제7조의3제2항에따른경우	1492
2009년11월법개정전자료	306
변경	174

Length

Max length	14
Median length	4
Mean length	5.1977
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	제7조의3제2항에따른경우
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	5446	54.5%
신규	2491	24.9%
제7조의3제2항에따른경우	1492	14.9%
2009년11월법개정전자료	306	3.1%
변경	174	1.7%
제7조의3제3항에따른경우	91	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5446	54.5%
신규	2491	24.9%
제7조의3제2항에따른경우	1492	14.9%
2009년11월법개정전자료	306	3.1%
변경	174	1.7%
제7조의3제3항에따른경우	91	0.9%

Heatmap
Table

	시군명	영업상태명	소재지우편번호	WGS84위도	WGS84경도	X좌표값	Y좌표값	민원종류명
시군명	1.000	0.250	0.956	0.870	0.906	0.910	0.871	0.259
영업상태명	0.250	1.000	0.178	0.157	0.224	0.235	0.162	0.252
소재지우편번호	0.956	0.178	1.000	0.931	0.896	0.896	0.930	0.297
WGS84위도	0.870	0.157	0.931	1.000	0.787	0.788	0.990	0.186
WGS84경도	0.906	0.224	0.896	0.787	1.000	1.000	0.771	0.218
X좌표값	0.910	0.235	0.896	0.788	1.000	1.000	0.772	0.220
Y좌표값	0.871	0.162	0.930	0.990	0.771	0.772	1.000	0.183
민원종류명	0.259	0.252	0.297	0.186	0.218	0.220	0.183	1.000

Heatmap
Table

	민원종류명	영업상태명	시군명
민원종류명	1.000	0.164	0.145
영업상태명	0.164	1.000	0.124
시군명	0.145	0.124	1.000

Heatmap
Table

	소재지우편번호	WGS84위도	WGS84경도	X좌표값	Y좌표값	시군명	영업상태명	민원종류명
소재지우편번호	1.000	-0.703	0.122	0.074	-0.698	0.828	0.091	0.128
WGS84위도	-0.703	1.000	-0.198	-0.177	1.000	0.613	0.080	0.078
WGS84경도	0.122	-0.198	1.000	1.000	-0.178	0.688	0.115	0.092
X좌표값	0.074	-0.177	1.000	1.000	-0.177	0.698	0.121	0.093
Y좌표값	-0.698	1.000	-0.178	-0.177	1.000	0.614	0.082	0.077
시군명	0.828	0.613	0.688	0.698	0.614	1.000	0.124	0.145
영업상태명	0.091	0.080	0.115	0.121	0.082	0.124	1.000	0.164
민원종류명	0.128	0.078	0.092	0.093	0.077	0.145	0.164	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

	시군명	사업장명	인허가일자	인허가취소일자	영업상태명	소재지시설전화번호	소재지면적정보	도로명우편번호	소재지도로명주소	소재지지번주소	소재지우편번호	WGS84위도	WGS84경도	업태구분명정보	X좌표값	Y좌표값	민원종류명
12520	광명시	코리아 마트	20081031	<NA>	폐업처리	2687 8452	<NA>	<NA>	경기도 광명시 모세로 6 (철산동,7단지상가 다동 119-120)	경기도 광명시 철산동 233번지 1호 7단지상가 다동 119-120	14233	37.480901	126.865232	<NA>	188014.277016	442097.152384	<NA>
19127	군포시	피오토	20030417	20040608	지정취소	031 3910220	<NA>	<NA>	<NA>	경기도 군포시 산본동 호 1096-2 디퍼아울렛타운 236호	<NA>	37.379504	126.942285	<NA>	<NA>	<NA>	<NA>
34915	부천시	심곡할인마트	20030513	<NA>	폐업처리	632 6665329	<NA>	420824	경기도 부천시 부천로65번길 34 (심곡동)	경기도 부천시 심곡동 367번지 2호	14630	37.491147	126.782714	<NA>	180719.247591	443249.358287	<NA>
32295	부천시	한양철물건재	20210201	<NA>	정상영업	032	<NA>	14668	경기도 부천시 역곡로 40-1 (역곡동)	경기도 부천시 역곡동 86-13	14668	37.488772	126.810302	<NA>	183154.777	442970.841	제7조의3제2항에따른경우
36783	부천시	동원쌀슈퍼	19880729	20110309	지정취소	<NA>	<NA>	<NA>	<NA>	경기도 부천시약대동 156번지 5 호	14518	37.511093	126.772386	<NA>	<NA>	<NA>	<NA>
18362	구리시	연희슈퍼	19990115	<NA>	폐업처리	031 5603294	<NA>	<NA>	경기도 구리시 아치울길22번길 14-13 (아천동)	경기도 구리시 아천동 86호	11956	37.574923	127.120396	<NA>	210570.200216	452531.458567	<NA>
5893	고양시	일품양평해장국	20140515	20200903	지정취소	<NA>	<NA>	412500	경기도 고양시 덕양구 호국로 1809 (고양동)	경기도 고양시 덕양구 고양동 608번지	10270	37.712128	126.907419	<NA>	191775.0	467756.0	제7조의3제2항에따른경우
30646	동두천시	동광종합설비	20050930	<NA>	폐업처리	031 8675080	<NA>	<NA>	경기도 동두천시 큰시장로 6 (생연동)	경기도 동두천시 생연동 725번지 3 호	11316	37.900665	127.057093	<NA>	204958.863682	488680.971178	<NA>
22989	김포시	씨유마산에뜰점	20171030	<NA>	폐업처리	<NA>	<NA>	10067	경기도 김포시 김포한강8로 281, 1층 103호 (마산동, 한강신도시레이크에일린의뜰)	경기도 김포시 마산동 616번지 3호 한강신도시레이크에일린의뜰	10067	37.644399	126.637944	<NA>	167971.850385	460231.89522	제7조의3제2항에따른경우
29348	남양주시	삼신슈퍼	19980103	<NA>	폐업처리	5930188	<NA>	<NA>	경기도 남양주시 화도읍 비룡로 185-20 상가 B102호 (묵현리,삼신푸른솔아파트)	경기도 남양주시 화도읍 묵현리 147-3호 삼신상가 B102	12158	37.667831	127.300269	<NA>	<NA>	<NA>	<NA>

	시군명	사업장명	인허가일자	인허가취소일자	영업상태명	소재지시설전화번호	소재지면적정보	도로명우편번호	소재지도로명주소	소재지지번주소	소재지우편번호	WGS84위도	WGS84경도	업태구분명정보	X좌표값	Y좌표값	민원종류명
43836	성남시	물가안정할인매장	20120120	<NA>	폐업처리	<NA>	<NA>	461807	경기도 성남시 수정구 성남대로 1215, 104호 (수진동, 밀란체 1)	경기도 성남시 수정구 수진2동 4557번지 밀란체1 104호	13313	37.438055	127.12738	<NA>	211208.739935	437339.915754	신규
48259	성남시	씨유미금헤리츠점	20150722	<NA>	정상영업	<NA>	<NA>	463808	경기도 성남시 분당구 성남대로 151, 1층 110호 (구미동)	경기도 성남시 분당구 구미동 9번지 1호	13630	37.349198	127.108272	<NA>	209526.984726	427477.243753	변경
26386	남양주시	씨유 별내로데오점	20140501	<NA>	폐업처리	<NA>	<NA>	472501	경기도 남양주시 별내중앙로 55 (별내동, 예스프라자 1동 104호)	경기도 남양주시 별내동 1019번지 예스프라자 1동 104호	12112	37.647224	127.12332	<NA>	210818.297934	460553.402025	신규
27672	남양주시	CU별내쌍용예가	20160819	<NA>	폐업처리	<NA>	<NA>	12111	경기도 남양주시 별내3로 63, 1동 107호 (별내동, 별내신도시 쌍용예가근린생활시설)	경기도 남양주시 별내동 1056번지 별내신도시 쌍용예가근린생활시설 1동 107호	12111	37.646831	127.119399	<NA>	210472.334613	460510.475793	신규
3503	고양시	훼미리마트 원당어울림	20090924	<NA>	폐업처리	<NA>	<NA>	<NA>	경기도 고양시 덕양구 고양대로1384번길 15, 102호 (성사동,정암코아)	경기도 고양시 덕양구 성사2동 722번지 4호 정암코아 102호	10468	37.653242	126.837571	<NA>	185600.790872	461228.641446	<NA>
20251	군포시	베스트식당	20070703	<NA>	폐업처리	031 4566911	<NA>	<NA>	경기도 군포시 공단로 215 (금정동)	경기도 군포시 금정동 185번지 4 호	15841	37.364478	126.947591	<NA>	195291.319708	429167.306188	<NA>
25387	남양주시	우리동네슈퍼	20041118	<NA>	폐업처리	031 5721392	<NA>	<NA>	경기도 남양주시 진접읍 장현로147번길 9-1 (장현리)	경기도 남양주시 진접읍 장현리 203-4호	12006	37.72213	127.186358	<NA>	<NA>	<NA>	<NA>
23288	김포시	GS25김포장기	20120620	<NA>	정상영업	<NA>	<NA>	415060	경기도 김포시 김포한강1로78번길 50, 1층 101호 (장기동)	경기도 김포시 장기동 1458번지 1층 101호	10079	37.643434	126.672134	<NA>	170998.493301	460179.800479	신규
36156	부천시	이편한마트	20121130	<NA>	정상영업	032-342-9778	<NA>	14754	경기도 부천시 경인로 306-22 (소사본동)	경기도 부천시 소사본동 88번지 23호	14754	37.482043	126.790294	<NA>	181387.751834	442234.819492	신규
33173	부천시	나래정	19981215	<NA>	폐업처리	<NA>	<NA>	<NA>	경기도 부천시 부천로 210 (춘의동)	경기도 부천시춘의동 163번지 8 호	14555	37.502932	126.787464	<NA>	181135.505758	444579.271346	<NA>

Most frequently occurring

	시군명	사업장명	인허가일자	인허가취소일자	영업상태명	소재지시설전화번호	도로명우편번호	소재지도로명주소	소재지지번주소	소재지우편번호	WGS84위도	WGS84경도	X좌표값	Y좌표값	민원종류명	# duplicates
0	부천시	지역경제과	20010412	20020103	직권취소	003206802273	<NA>	경기도 부천시 옥산로 255 (도당동,오정구청)	경기도 부천시도당동 10호 오정구청	14519	37.516261	126.779824	180469.11286	446035.22474	<NA>	2

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Other Punctuation

Decimal Number

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation

Other Symbol

Modifier Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

None

Punctuation

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Math Symbol

Dash Punctuation

Space Separator

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

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Lowercase Letter

Other Punctuation

Letter Number

Space Separator

Close Punctuation