gimi9 Pandas Profiling

Dataset statistics

Number of variables	20
Number of observations	10000
Missing cells	104155
Missing cells (%)	52.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.7 MiB
Average record size in memory	177.0 B

Variable types

Categorical	2
Text	5
DateTime	3
Numeric	6
Unsupported	4

Dataset

Description	의료기기 판매(임대)업체 현황
Author	행정안전부
URL	https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=05GJA39MCJY5F4O0U542201248&infSeq=1

Alerts

`영업상태구분코드` is highly overall correlated with `영업상태명`	High correlation
`도로명우편번호` is highly overall correlated with `WGS84위도` and 3 other fields	High correlation
`WGS84위도` is highly overall correlated with `도로명우편번호` and 3 other fields	High correlation
`WGS84경도` is highly overall correlated with `도로명우편번호` and 3 other fields	High correlation
`X좌표값` is highly overall correlated with `WGS84위도` and 2 other fields	High correlation
`Y좌표값` is highly overall correlated with `도로명우편번호` and 3 other fields	High correlation
`시군명` is highly overall correlated with `도로명우편번호` and 4 other fields	High correlation
`영업상태명` is highly overall correlated with `영업상태구분코드`	High correlation
`인허가취소일자` has 9998 (> 99.9%) missing values	Missing
`영업상태구분코드` has 7888 (78.9%) missing values	Missing
`폐업일자` has 6086 (60.9%) missing values	Missing
`소재지시설전화번호` has 9669 (96.7%) missing values	Missing
`소재지면적정보` has 10000 (100.0%) missing values	Missing
`도로명우편번호` has 7893 (78.9%) missing values	Missing
`소재지지번주소` has 199 (2.0%) missing values	Missing
`소재지우편번호` has 1915 (19.1%) missing values	Missing
`WGS84위도` has 2255 (22.6%) missing values	Missing
`WGS84경도` has 2255 (22.6%) missing values	Missing
`업태구분명정보` has 10000 (100.0%) missing values	Missing
`X좌표값` has 7956 (79.6%) missing values	Missing
`Y좌표값` has 7956 (79.6%) missing values	Missing
`수리대상유형정보` has 10000 (100.0%) missing values	Missing
`다른 겸업 여부` has 10000 (100.0%) 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
`수리대상유형정보` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`다른 겸업 여부` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2023-12-10 22:18:50.968706
Analysis finished	2023-12-10 22:19:05.697919
Duration	14.73 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

시군명
Categorical

HIGH CORRELATION

Distinct	32
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

고양시	1108
성남시	1055
수원시	997
부천시	788
안양시	669
Other values (27)	5383

Length

Max length	4
Median length	3
Mean length	3.0831
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	광명시
2nd row	고양시
3rd row	안양시
4th row	용인시
5th row	성남시

Common Values

Value	Count	Frequency (%)
고양시	1108	11.1%
성남시	1055	10.5%
수원시	997	10.0%
부천시	788	7.9%
안양시	669	6.7%
용인시	581	5.8%
안산시	471	4.7%
남양주시	414	4.1%
화성시	395	4.0%
의정부시	359	3.6%
Other values (22)	3163	31.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
고양시	1108	11.1%
성남시	1055	10.5%
수원시	997	10.0%
부천시	788	7.9%
안양시	669	6.7%
용인시	581	5.8%
안산시	471	4.7%
남양주시	414	4.1%
화성시	395	4.0%
의정부시	359	3.6%
Other values (22)	3163	31.6%

사업장명
Text

Distinct	9237
Distinct (%)	92.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	33
Median length	27
Mean length	7.905
Min length	1

Characters and Unicode

Total characters	79050
Distinct characters	863
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	8768 ?
Unique (%)	87.7%

Sample

1st row	광명의료기
2nd row	연쇼핑
3rd row	김정문알로에 신안양지사
4th row	자연미인
5th row	(주)다이아제닉스

Value	Count	Frequency (%)
주식회사	408	3.1%
씨유	315	2.4%
세븐일레븐	225	1.7%
gs25	158	1.2%
주)코리아세븐	109	0.8%
cu	90	0.7%
주)아성다이소	75	0.6%
지에스25	59	0.4%
주)하이프라자	41	0.3%
신신의료기	36	0.3%
Other values (9586)	11638	88.5%

Most occurring characters

Value	Count	Frequency (%)
	3156	4.0%
점	3056	3.9%
이	2547	3.2%
주	2457	3.1%
스	2167	2.7%
)	1996	2.5%
(	1976	2.5%
디	1451	1.8%
메	1415	1.8%
리	1241	1.6%
Other values (853)	57588	72.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	66946	84.7%
Space Separator	3156	4.0%
Uppercase Letter	2481	3.1%
Close Punctuation	1996	2.5%
Open Punctuation	1976	2.5%
Decimal Number	1372	1.7%
Lowercase Letter	755	1.0%
Other Symbol	217	0.3%
Other Punctuation	117	0.1%
Dash Punctuation	33	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
점	3056	4.6%
이	2547	3.8%
주	2457	3.7%
스	2167	3.2%
디	1451	2.2%
메	1415	2.1%
리	1241	1.9%
기	1118	1.7%
아	1039	1.6%
지	1007	1.5%
Other values (777)	49448	73.9%

Uppercase Letter

Value	Count	Frequency (%)
S	473	19.1%
G	388	15.6%
C	346	13.9%
U	262	10.6%
M	113	4.6%
B	81	3.3%
H	78	3.1%
A	78	3.1%
K	72	2.9%
D	64	2.6%
Other values (16)	526	21.2%

Lowercase Letter

Value	Count	Frequency (%)
e	102	13.5%
a	70	9.3%
i	67	8.9%
n	59	7.8%
o	57	7.5%
s	46	6.1%
r	45	6.0%
l	43	5.7%
d	37	4.9%
c	29	3.8%
Other values (15)	200	26.5%

Decimal Number

Value	Count	Frequency (%)
2	566	41.3%
5	508	37.0%
1	96	7.0%
0	58	4.2%
4	51	3.7%
3	45	3.3%
6	22	1.6%
8	12	0.9%
7	11	0.8%
9	3	0.2%

Other Punctuation

Value	Count	Frequency (%)
&	56	47.9%
.	39	33.3%
,	13	11.1%
·	3	2.6%
＆	2	1.7%
*	1	0.9%
#	1	0.9%
:	1	0.9%
/	1	0.9%

Space Separator

Value	Count	Frequency (%)
	3156	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1996	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1976	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	217	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	33	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	67160	85.0%
Common	8651	10.9%
Latin	3236	4.1%
Han	3	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
점	3056	4.6%
이	2547	3.8%
주	2457	3.7%
스	2167	3.2%
디	1451	2.2%
메	1415	2.1%
리	1241	1.8%
기	1118	1.7%
아	1039	1.5%
지	1007	1.5%
Other values (775)	49662	73.9%

Latin

Value	Count	Frequency (%)
S	473	14.6%
G	388	12.0%
C	346	10.7%
U	262	8.1%
M	113	3.5%
e	102	3.2%
B	81	2.5%
H	78	2.4%
A	78	2.4%
K	72	2.2%
Other values (41)	1243	38.4%

Common

Value	Count	Frequency (%)
	3156	36.5%
)	1996	23.1%
(	1976	22.8%
2	566	6.5%
5	508	5.9%
1	96	1.1%
0	58	0.7%
&	56	0.6%
4	51	0.6%
3	45	0.5%
Other values (14)	143	1.7%

Han

Value	Count	Frequency (%)
秀	1	33.3%
美	1	33.3%
愛	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	66942	84.7%
ASCII	11882	15.0%
None	222	0.3%
CJK	3	< 0.1%
Compat Jamo	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3156	26.6%
)	1996	16.8%
(	1976	16.6%
2	566	4.8%
5	508	4.3%
S	473	4.0%
G	388	3.3%
C	346	2.9%
U	262	2.2%
M	113	1.0%
Other values (63)	2098	17.7%

Hangul

Value	Count	Frequency (%)
점	3056	4.6%
이	2547	3.8%
주	2457	3.7%
스	2167	3.2%
디	1451	2.2%
메	1415	2.1%
리	1241	1.9%
기	1118	1.7%
아	1039	1.6%
지	1007	1.5%
Other values (773)	49444	73.9%

None

Value	Count	Frequency (%)
㈜	217	97.7%
·	3	1.4%
＆	2	0.9%

CJK

Value	Count	Frequency (%)
秀	1	33.3%
美	1	33.3%
愛	1	33.3%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	1	100.0%

인허가일자
Date

Distinct	3835
Distinct (%)	38.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	1986-08-21 00:00:00
Maximum	2023-12-05 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Date

MISSING

Distinct	2
Distinct (%)	100.0%
Missing	9998
Missing (%)	> 99.9%
Memory size	156.2 KiB

Minimum	2023-07-27 00:00:00
Maximum	2023-08-22 00:00:00

Histogram

Histogram with fixed size bins (bins=2)

영업상태구분코드
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	6
Distinct (%)	0.3%
Missing	7888
Missing (%)	78.9%
Infinite	0
Infinite (%)	0.0%
Mean	11.013731

Minimum	2
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2
5-th percentile	3
Q1	13
median	13
Q3	13
95-th percentile	13
Maximum	99
Range	97
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5.0828569
Coefficient of variation (CV)	0.46150182
Kurtosis	83.908455
Mean	11.013731
Median Absolute Deviation (MAD)	0
Skewness	4.1968764
Sum	23261
Variance	25.835434
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
13	1548	15.5%
3	464	4.6%
15	87	0.9%
24	10	0.1%
99	2	< 0.1%
2	1	< 0.1%
(Missing)	7888	78.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
3	464	4.6%
13	1548	15.5%
15	87	0.9%
24	10	0.1%
99	2	< 0.1%

Value	Count	Frequency (%)
99	2	< 0.1%
24	10	0.1%
15	87	0.9%
13	1548	15.5%
3	464	4.6%
2	1	< 0.1%

영업상태명
Categorical

HIGH CORRELATION

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

운영중	4439
폐업 등	3440
영업중	1548
폐업	464
전출	87
Other values (4)	22

Length

Max length	4
Median length	3
Mean length	3.2905
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	운영중
2nd row	운영중
3rd row	폐업 등
4th row	운영중
5th row	운영중

Common Values

Value	Count	Frequency (%)
운영중	4439	44.4%
폐업 등	3440	34.4%
영업중	1548	15.5%
폐업	464	4.6%
전출	87	0.9%
직권폐업	10	0.1%
휴업 등	9	0.1%
삭제	2	< 0.1%
휴업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
운영중	4439	33.0%
폐업	3904	29.0%
등	3449	25.6%
영업중	1548	11.5%
전출	87	0.6%
직권폐업	10	0.1%
휴업	10	0.1%
삭제	2	< 0.1%

폐업일자
Date

MISSING

Distinct	1962
Distinct (%)	50.1%
Missing	6086
Missing (%)	60.9%
Memory size	156.2 KiB

Minimum	1997-01-29 00:00:00
Maximum	2023-12-06 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

소재지시설전화번호
Text

MISSING

Distinct	321
Distinct (%)	97.0%
Missing	9669
Missing (%)	96.7%
Memory size	156.2 KiB

Length

Max length	16
Median length	12
Mean length	11.957704
Min length	7

Characters and Unicode

Total characters	3958
Distinct characters	13
Distinct categories	4 ?
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	313 ?
Unique (%)	94.6%

Sample

1st row	031-592-3288
2nd row	031-702-9201
3rd row	031-385-7272
4th row	031-657-3838
5th row	070-8098-1495

Value	Count	Frequency (%)
031-669-8506	3	0.9%
02-526-6483	3	0.9%
02-2164-0891	2	0.6%
031-759-7476	2	0.6%
032-342-7949	2	0.6%
031-8003-8496	2	0.6%
031-593-7258	2	0.6%
031-555-3999	2	0.6%
032-323-7161	1	0.3%
070-7500-9928	1	0.3%
Other values (311)	311	94.0%

Most occurring characters

Value	Count	Frequency (%)
-	631	15.9%
0	594	15.0%
3	458	11.6%
1	433	10.9%
7	318	8.0%
2	305	7.7%
8	269	6.8%
5	263	6.6%
6	255	6.4%
9	218	5.5%
Other values (3)	214	5.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3322	83.9%
Dash Punctuation	631	15.9%
Close Punctuation	4	0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	594	17.9%
3	458	13.8%
1	433	13.0%
7	318	9.6%
2	305	9.2%
8	269	8.1%
5	263	7.9%
6	255	7.7%
9	218	6.6%
4	209	6.3%

Dash Punctuation

Value	Count	Frequency (%)
-	631	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3958	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	631	15.9%
0	594	15.0%
3	458	11.6%
1	433	10.9%
7	318	8.0%
2	305	7.7%
8	269	6.8%
5	263	6.6%
6	255	6.4%
9	218	5.5%
Other values (3)	214	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3958	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	631	15.9%
0	594	15.0%
3	458	11.6%
1	433	10.9%
7	318	8.0%
2	305	7.7%
8	269	6.8%
5	263	6.6%
6	255	6.4%
9	218	5.5%
Other values (3)	214	5.4%

소재지면적정보
Unsupported

MISSING REJECTED UNSUPPORTED

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

도로명우편번호
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	1380
Distinct (%)	65.5%
Missing	7893
Missing (%)	78.9%
Infinite	0
Infinite (%)	0.0%
Mean	14153.218

Minimum	2566
Maximum	26103
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2566
5-th percentile	10209.5
Q1	11927
median	14054
Q3	16622
95-th percentile	18408.7
Maximum	26103
Range	23537
Interquartile range (IQR)	4695

Descriptive statistics

Standard deviation	2673.8695
Coefficient of variation (CV)	0.18892307
Kurtosis	-0.93146281
Mean	14153.218
Median Absolute Deviation (MAD)	2343
Skewness	0.051483097
Sum	29820831
Variance	7149578.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10071	20	0.2%
11901	10	0.1%
12113	10	0.1%
12925	9	0.1%
12918	9	0.1%
12913	8	0.1%
10402	8	0.1%
12097	8	0.1%
15010	7	0.1%
16705	7	0.1%
Other values (1370)	2011	20.1%
(Missing)	7893	78.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2566	1	< 0.1%
6524	1	< 0.1%
10008	1	< 0.1%
10010	1	< 0.1%
10011	2	< 0.1%
10012	1	< 0.1%
10013	2	< 0.1%
10019	1	< 0.1%
10023	1	< 0.1%
10031	1	< 0.1%

Value	Count	Frequency (%)
26103	1	< 0.1%
18634	1	< 0.1%
18625	2	< 0.1%
18623	1	< 0.1%
18617	1	< 0.1%
18614	1	< 0.1%
18611	1	< 0.1%
18606	1	< 0.1%
18603	1	< 0.1%
18593	4	< 0.1%

소재지도로명주소
Text

Distinct	8584
Distinct (%)	86.6%
Missing	85
Missing (%)	0.9%
Memory size	156.2 KiB

Length

Max length	75
Median length	58
Mean length	33.041452
Min length	13

Characters and Unicode

Total characters	327606
Distinct characters	669
Distinct categories	11 ?
Distinct scripts	4 ?
Distinct blocks	6 ?

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

Unique

Unique	7663 ?
Unique (%)	77.3%

Sample

1st row	경기도 광명시 디지털로 *, 층 (철산동)
2nd row	경기도 고양시 덕양구 화중로*번길 , ***호 (화정동, 한마음프라자)
3rd row	경기도 안양시 만안구 병목안로 , 층 (안양동)
4th row	경기도 용인시 기흥구 어정로 ** (상하동)
5th row	경기도 성남시 분당구 황새울로 *, *호 (수내동, 분당트라팰리스)

Value	Count	Frequency (%)
	10080	14.8%
경기도	9912	14.6%
호	3874	5.7%
층	2965	4.4%
고양시	1098	1.6%
성남시	1048	1.5%
수원시	992	1.5%
부천시	786	1.2%
분당구	653	1.0%
안양시	647	1.0%
Other values (6814)	35927	52.8%

Most occurring characters

Value	Count	Frequency (%)
	58128	17.7%
*	55301	16.9%
동	11329	3.5%
시	10604	3.2%
경	10432	3.2%
기	10406	3.2%
도	10235	3.1%
,	10031	3.1%
로	9609	2.9%
)	8877	2.7%
Other values (659)	132654	40.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	183040	55.9%
Other Punctuation	65385	20.0%
Space Separator	58128	17.7%
Close Punctuation	8877	2.7%
Open Punctuation	8877	2.7%
Dash Punctuation	2055	0.6%
Uppercase Letter	1023	0.3%
Lowercase Letter	138	< 0.1%
Math Symbol	79	< 0.1%
Letter Number	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	11329	6.2%
시	10604	5.8%
경	10432	5.7%
기	10406	5.7%
도	10235	5.6%
로	9609	5.2%
구	5421	3.0%
호	5260	2.9%
길	3815	2.1%
양	3643	2.0%
Other values (595)	102286	55.9%

Uppercase Letter

Value	Count	Frequency (%)
B	243	23.8%
A	142	13.9%
C	79	7.7%
I	72	7.0%
T	57	5.6%
E	45	4.4%
K	42	4.1%
S	42	4.1%
R	38	3.7%
L	36	3.5%
Other values (15)	227	22.2%

Lowercase Letter

Value	Count	Frequency (%)
e	25	18.1%
l	15	10.9%
i	10	7.2%
s	10	7.2%
t	9	6.5%
n	9	6.5%
o	8	5.8%
c	7	5.1%
a	7	5.1%
r	6	4.3%
Other values (11)	32	23.2%

Other Punctuation

Value	Count	Frequency (%)
*	55301	84.6%
,	10031	15.3%
.	39	0.1%
&	6	< 0.1%
:	4	< 0.1%
@	2	< 0.1%
/	1	< 0.1%
·	1	< 0.1%

Letter Number

Value	Count	Frequency (%)
Ⅴ	1	33.3%
Ⅰ	1	33.3%
Ⅱ	1	33.3%

Math Symbol

Value	Count	Frequency (%)
~	78	98.7%
∥	1	1.3%

Space Separator

Value	Count	Frequency (%)
	58128	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	8877	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	8877	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2055	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	183038	55.9%
Common	143402	43.8%
Latin	1164	0.4%
Han	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	11329	6.2%
시	10604	5.8%
경	10432	5.7%
기	10406	5.7%
도	10235	5.6%
로	9609	5.2%
구	5421	3.0%
호	5260	2.9%
길	3815	2.1%
양	3643	2.0%
Other values (593)	102284	55.9%

Latin

Value	Count	Frequency (%)
B	243	20.9%
A	142	12.2%
C	79	6.8%
I	72	6.2%
T	57	4.9%
E	45	3.9%
K	42	3.6%
S	42	3.6%
R	38	3.3%
L	36	3.1%
Other values (39)	368	31.6%

Common

Value	Count	Frequency (%)
	58128	40.5%
*	55301	38.6%
,	10031	7.0%
)	8877	6.2%
(	8877	6.2%
-	2055	1.4%
~	78	0.1%
.	39	< 0.1%
&	6	< 0.1%
:	4	< 0.1%
Other values (5)	6	< 0.1%

Han

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	183038	55.9%
ASCII	144561	44.1%
Number Forms	3	< 0.1%
CJK	2	< 0.1%
Math Operators	1	< 0.1%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	58128	40.2%
*	55301	38.3%
,	10031	6.9%
)	8877	6.1%
(	8877	6.1%
-	2055	1.4%
B	243	0.2%
A	142	0.1%
C	79	0.1%
~	78	0.1%
Other values (49)	750	0.5%

Hangul

Value	Count	Frequency (%)
동	11329	6.2%
시	10604	5.8%
경	10432	5.7%
기	10406	5.7%
도	10235	5.6%
로	9609	5.2%
구	5421	3.0%
호	5260	2.9%
길	3815	2.1%
양	3643	2.0%
Other values (593)	102284	55.9%

Number Forms

Value	Count	Frequency (%)
Ⅴ	1	33.3%
Ⅰ	1	33.3%
Ⅱ	1	33.3%

Math Operators

Value	Count	Frequency (%)
∥	1	100.0%

CJK

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

None

Value	Count	Frequency (%)
·	1	100.0%

소재지지번주소
Text

MISSING

Distinct	7449
Distinct (%)	76.0%
Missing	199
Missing (%)	2.0%
Memory size	156.2 KiB

Length

Max length	68
Median length	49
Mean length	26.807061
Min length	5

Characters and Unicode

Total characters	262736
Distinct characters	613
Distinct categories	10 ?
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	6259 ?
Unique (%)	63.9%

Sample

1st row	경기도 광명시 철산동 *번지 호 , *층
2nd row	경기도 고양시 덕양구 화정동 **번지 호 한마음프라자 ***호
3rd row	경기도 안양시 만안구 안양동 번지 호 층
4th row	경기도 용인시 기흥구 상하동 **번지 호
5th row	경기도 성남시 분당구 수내동 *번지 호 분당트라팰리스 ***호

Value	Count	Frequency (%)
경기도	9654	16.4%
번지	7262	12.3%
호	6813	11.6%
	2406	4.1%
층	1703	2.9%
고양시	1014	1.7%
수원시	969	1.6%
성남시	850	1.4%
부천시	714	1.2%
안양시	653	1.1%
Other values (4283)	26847	45.6%

Most occurring characters

Value	Count	Frequency (%)
*	52158	19.9%
	49347	18.8%
동	10537	4.0%
시	10103	3.8%
기	10023	3.8%
도	9890	3.8%
경	9745	3.7%
지	8340	3.2%
호	7638	2.9%
번	7289	2.8%
Other values (603)	87666	33.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	156611	59.6%
Other Punctuation	52597	20.0%
Space Separator	49347	18.8%
Dash Punctuation	2845	1.1%
Uppercase Letter	674	0.3%
Open Punctuation	258	0.1%
Close Punctuation	253	0.1%
Lowercase Letter	114	< 0.1%
Math Symbol	34	< 0.1%
Letter Number	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	10537	6.7%
시	10103	6.5%
기	10023	6.4%
도	9890	6.3%
경	9745	6.2%
지	8340	5.3%
호	7638	4.9%
번	7289	4.7%
구	5265	3.4%
양	3458	2.2%
Other values (542)	74323	47.5%

Uppercase Letter

Value	Count	Frequency (%)
B	145	21.5%
A	103	15.3%
I	58	8.6%
C	50	7.4%
K	37	5.5%
T	35	5.2%
S	29	4.3%
L	28	4.2%
E	26	3.9%
R	22	3.3%
Other values (15)	141	20.9%

Lowercase Letter

Value	Count	Frequency (%)
e	23	20.2%
i	11	9.6%
t	9	7.9%
s	8	7.0%
n	8	7.0%
a	7	6.1%
c	6	5.3%
h	6	5.3%
b	5	4.4%
l	5	4.4%
Other values (10)	26	22.8%

Other Punctuation

Value	Count	Frequency (%)
*	52158	99.2%
,	344	0.7%
.	74	0.1%
&	7	< 0.1%
/	6	< 0.1%
:	4	< 0.1%
@	4	< 0.1%

Letter Number

Value	Count	Frequency (%)
Ⅴ	1	33.3%
Ⅰ	1	33.3%
Ⅱ	1	33.3%

Math Symbol

Value	Count	Frequency (%)
~	33	97.1%
∥	1	2.9%

Space Separator

Value	Count	Frequency (%)
	49347	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2845	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	258	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	253	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	156609	59.6%
Common	105334	40.1%
Latin	791	0.3%
Han	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	10537	6.7%
시	10103	6.5%
기	10023	6.4%
도	9890	6.3%
경	9745	6.2%
지	8340	5.3%
호	7638	4.9%
번	7289	4.7%
구	5265	3.4%
양	3458	2.2%
Other values (540)	74321	47.5%

Latin

Value	Count	Frequency (%)
B	145	18.3%
A	103	13.0%
I	58	7.3%
C	50	6.3%
K	37	4.7%
T	35	4.4%
S	29	3.7%
L	28	3.5%
E	26	3.3%
e	23	2.9%
Other values (38)	257	32.5%

Common

Value	Count	Frequency (%)
*	52158	49.5%
	49347	46.8%
-	2845	2.7%
,	344	0.3%
(	258	0.2%
)	253	0.2%
.	74	0.1%
~	33	< 0.1%
&	7	< 0.1%
/	6	< 0.1%
Other values (3)	9	< 0.1%

Han

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	156609	59.6%
ASCII	106121	40.4%
Number Forms	3	< 0.1%
CJK	2	< 0.1%
Math Operators	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
*	52158	49.1%
	49347	46.5%
-	2845	2.7%
,	344	0.3%
(	258	0.2%
)	253	0.2%
B	145	0.1%
A	103	0.1%
.	74	0.1%
I	58	0.1%
Other values (47)	536	0.5%

Hangul

Value	Count	Frequency (%)
동	10537	6.7%
시	10103	6.5%
기	10023	6.4%
도	9890	6.3%
경	9745	6.2%
지	8340	5.3%
호	7638	4.9%
번	7289	4.7%
구	5265	3.4%
양	3458	2.2%
Other values (540)	74321	47.5%

Math Operators

Value	Count	Frequency (%)
∥	1	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅴ	1	33.3%
Ⅰ	1	33.3%
Ⅱ	1	33.3%

CJK

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

소재지우편번호
Text

MISSING

Distinct	3321
Distinct (%)	41.1%
Missing	1915
Missing (%)	19.1%
Memory size	156.2 KiB

Length

Max length	7
Median length	6
Mean length	5.5734075
Min length	5

Characters and Unicode

Total characters	45061
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	1764 ?
Unique (%)	21.8%

Sample

1st row	423837
2nd row	412271
3rd row	430832
4th row	16986
5th row	463873

Value	Count	Frequency (%)
410837	63	0.8%
435040	40	0.5%
463824	34	0.4%
14548	31	0.4%
14544	31	0.4%
431080	31	0.4%
463825	31	0.4%
431060	31	0.4%
420852	29	0.4%
412270	25	0.3%
Other values (3311)	7739	95.7%

Most occurring characters

Value	Count	Frequency (%)
4	8314	18.5%
1	7863	17.4%
0	5311	11.8%
8	4695	10.4%
2	4341	9.6%
3	4041	9.0%
6	3143	7.0%
5	3128	6.9%
7	2435	5.4%
9	1733	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	45004	99.9%
Dash Punctuation	57	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	8314	18.5%
1	7863	17.5%
0	5311	11.8%
8	4695	10.4%
2	4341	9.6%
3	4041	9.0%
6	3143	7.0%
5	3128	7.0%
7	2435	5.4%
9	1733	3.9%

Dash Punctuation

Value	Count	Frequency (%)
-	57	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	45061	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	8314	18.5%
1	7863	17.4%
0	5311	11.8%
8	4695	10.4%
2	4341	9.6%
3	4041	9.0%
6	3143	7.0%
5	3128	6.9%
7	2435	5.4%
9	1733	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	45061	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	8314	18.5%
1	7863	17.4%
0	5311	11.8%
8	4695	10.4%
2	4341	9.6%
3	4041	9.0%
6	3143	7.0%
5	3128	6.9%
7	2435	5.4%
9	1733	3.8%

WGS84위도
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	6015
Distinct (%)	77.7%
Missing	2255
Missing (%)	22.6%
Infinite	0
Infinite (%)	0.0%
Mean	37.440025

Minimum	36.94496
Maximum	38.158161
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	36.94496
5-th percentile	37.131451
Q1	37.303899
median	37.406696
Q3	37.613081
95-th percentile	37.7462
Maximum	38.158161
Range	1.2132007
Interquartile range (IQR)	0.30918277

Descriptive statistics

Standard deviation	0.19357197
Coefficient of variation (CV)	0.005170188
Kurtosis	-0.21892095
Mean	37.440025
Median Absolute Deviation (MAD)	0.12500292
Skewness	0.082568229
Sum	289972.99
Variance	0.037470107
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37.3889401776	17	0.2%
37.370051815	14	0.1%
37.3923317778	13	0.1%
37.408678934	13	0.1%
37.3496997265	12	0.1%
37.6399272494	12	0.1%
37.3716127805	11	0.1%
37.3905041309	11	0.1%
37.4003344455	10	0.1%
37.5062759998	10	0.1%
Other values (6005)	7622	76.2%
(Missing)	2255	22.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
36.9449600423	1	< 0.1%
36.9494769474	1	< 0.1%
36.9577754385	1	< 0.1%
36.9590819913	1	< 0.1%
36.9605653293	1	< 0.1%
36.9606465634	1	< 0.1%
36.960911334	1	< 0.1%
36.9611783586	1	< 0.1%
36.9614678605	1	< 0.1%
36.9635885438	1	< 0.1%

Value	Count	Frequency (%)
38.1581607278	1	< 0.1%
38.091004052	1	< 0.1%
38.0907657107	1	< 0.1%
38.0288206418	1	< 0.1%
38.0285691646	1	< 0.1%
38.0273348041	1	< 0.1%
38.0270406935	1	< 0.1%
38.0268567174	1	< 0.1%
38.0254969868	1	< 0.1%
38.0248523014	1	< 0.1%

WGS84경도
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	6015
Distinct (%)	77.7%
Missing	2255
Missing (%)	22.6%
Infinite	0
Infinite (%)	0.0%
Mean	126.98884

Minimum	126.53465
Maximum	127.66211
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	126.53465
5-th percentile	126.75129
Q1	126.82938
median	126.99915
Q3	127.11416
95-th percentile	127.25844
Maximum	127.66211
Range	1.1274639
Interquartile range (IQR)	0.28478356

Descriptive statistics

Standard deviation	0.17833197
Coefficient of variation (CV)	0.0014043121
Kurtosis	0.31900922
Mean	126.98884
Median Absolute Deviation (MAD)	0.13588176
Skewness	0.46563893
Sum	983528.6
Variance	0.031802293
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
127.122552825	17	0.2%
126.9530364977	14	0.1%
126.9565123356	13	0.1%
127.122114828	13	0.1%
127.110408487	12	0.1%
126.7861697718	12	0.1%
126.9514327046	11	0.1%
126.9491825612	11	0.1%
126.976147584	10	0.1%
126.7553573099	10	0.1%
Other values (6005)	7622	76.2%
(Missing)	2255	22.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
126.5346479848	1	< 0.1%
126.5368619573	1	< 0.1%
126.5637120533	1	< 0.1%
126.5695814694	1	< 0.1%
126.5728322765	1	< 0.1%
126.5741117196	1	< 0.1%
126.5807391884	1	< 0.1%
126.5828604939	1	< 0.1%
126.5955590242	1	< 0.1%
126.5976057487	1	< 0.1%

Value	Count	Frequency (%)
127.6621119016	1	< 0.1%
127.6594616227	1	< 0.1%
127.6538862143	1	< 0.1%
127.647300169	1	< 0.1%
127.6459893506	1	< 0.1%
127.6417238832	1	< 0.1%
127.641372682	1	< 0.1%
127.6400258302	1	< 0.1%
127.6399066986	1	< 0.1%
127.6398930001	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	1825
Distinct (%)	89.3%
Missing	7956
Missing (%)	79.6%
Infinite	0
Infinite (%)	0.0%
Mean	200409.69

Minimum	161739.77
Maximum	350641.44
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	161739.77
5-th percentile	175605.38
Q1	185080.74
median	203927.11
Q3	211159.9
95-th percentile	226816.94
Maximum	350641.44
Range	188901.67
Interquartile range (IQR)	26079.156

Descriptive statistics

Standard deviation	17345.51
Coefficient of variation (CV)	0.086550254
Kurtosis	2.6405334
Mean	200409.69
Median Absolute Deviation (MAD)	11740.945
Skewness	0.56086625
Sum	4.0963741 × 10⁸
Variance	3.0086672 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
211022.980991253	7	0.1%
216038.566179914	6	0.1%
166542.983302429	6	0.1%
199920.194662903	5	0.1%
213491.170141499	5	0.1%
190220.795104756	5	0.1%
217964.353815516	5	0.1%
181429.886692476	4	< 0.1%
166714.986493674	4	< 0.1%
190124.458858418	4	< 0.1%
Other values (1815)	1993	19.9%
(Missing)	7956	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
161739.767923413	1	< 0.1%
161893.250712491	1	< 0.1%
164362.684414923	1	< 0.1%
164492.318964908	1	< 0.1%
164839.668045509	1	< 0.1%
165265.749714462	1	< 0.1%
165511.751095968	1	< 0.1%
166451.21936166	1	< 0.1%
166484.61536235	1	< 0.1%
166542.983302429	6	0.1%

Value	Count	Frequency (%)
350641.436259224	1	< 0.1%
262005.123129258	1	< 0.1%
258365.088066118	1	< 0.1%
258145.37927289	1	< 0.1%
257406.362654	2	< 0.1%
256876.746677465	1	< 0.1%
256507.103682509	1	< 0.1%
256351.288108837	1	< 0.1%
256340.546474461	1	< 0.1%
256300.20833588	1	< 0.1%

Y좌표값
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	1825
Distinct (%)	89.3%
Missing	7956
Missing (%)	79.6%
Infinite	0
Infinite (%)	0.0%
Mean	437313.55

Minimum	383622.31
Maximum	502642.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	383622.31
5-th percentile	394966.43
Q1	420027.14
median	434580.39
Q3	459356.36
95-th percentile	472369.66
Maximum	502642.7
Range	119020.38
Interquartile range (IQR)	39329.223

Descriptive statistics

Standard deviation	23747.578
Coefficient of variation (CV)	0.054303322
Kurtosis	-0.67495952
Mean	437313.55
Median Absolute Deviation (MAD)	17927.528
Skewness	-0.04678294
Sum	8.9386889 × 10⁸
Variance	5.6394747 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
460402.799208436	7	0.1%
450059.249204826	6	0.1%
460146.42097319	6	0.1%
418246.927112644	5	0.1%
418778.755712447	5	0.1%
455402.818543143	5	0.1%
450753.941494285	5	0.1%
469045.573730663	4	< 0.1%
460134.632987089	4	< 0.1%
435332.556961729	4	< 0.1%
Other values (1815)	1993	19.9%
(Missing)	7956	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
383622.310327551	1	< 0.1%
383730.582827031	1	< 0.1%
384345.984975926	1	< 0.1%
384642.952234495	1	< 0.1%
384931.572033676	1	< 0.1%
386141.645	1	< 0.1%
386161.280079734	1	< 0.1%
386549.665248928	1	< 0.1%
386562.543079876	1	< 0.1%
386737.45545712	1	< 0.1%

Value	Count	Frequency (%)
502642.695069169	1	< 0.1%
502586.156331591	1	< 0.1%
498081.899153035	1	< 0.1%
493857.896761673	1	< 0.1%
492689.484042078	1	< 0.1%
491904.711441061	1	< 0.1%
490539.35741103	1	< 0.1%
488902.173769161	1	< 0.1%
488531.076228049	1	< 0.1%
488283.358223315	1	< 0.1%

수리대상유형정보
Unsupported

MISSING REJECTED UNSUPPORTED

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

다른 겸업 여부
Unsupported

MISSING REJECTED UNSUPPORTED

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

Heatmap
Table

	시군명	인허가취소일자	영업상태구분코드	영업상태명	도로명우편번호	WGS84위도	WGS84경도	X좌표값	Y좌표값
시군명	1.000	0.000	0.266	0.231	0.996	0.962	0.948	0.947	0.959
인허가취소일자	0.000	1.000	NaN	NaN	0.000	NaN	NaN	NaN	0.000
영업상태구분코드	0.266	NaN	1.000	1.000	0.000	NaN	NaN	0.000	0.021
영업상태명	0.231	NaN	1.000	1.000	0.159	0.093	0.075	0.053	0.000
도로명우편번호	0.996	0.000	0.000	0.159	1.000	0.000	0.000	0.731	0.767
WGS84위도	0.962	NaN	NaN	0.093	0.000	1.000	0.707	NaN	0.000
WGS84경도	0.948	NaN	NaN	0.075	0.000	0.707	1.000	NaN	0.000
X좌표값	0.947	NaN	0.000	0.053	0.731	NaN	NaN	1.000	0.430
Y좌표값	0.959	0.000	0.021	0.000	0.767	0.000	0.000	0.430	1.000

Heatmap
Table

	시군명	영업상태명
시군명	1.000	0.088
영업상태명	0.088	1.000

Heatmap
Table

	영업상태구분코드	도로명우편번호	WGS84위도	WGS84경도	X좌표값	Y좌표값	시군명	영업상태명
영업상태구분코드	1.000	-0.016	NaN	NaN	0.030	0.017	0.139	1.000
도로명우편번호	-0.016	1.000	-0.500	0.500	0.215	-0.921	0.592	0.129
WGS84위도	NaN	-0.500	1.000	-0.271	0.500	1.000	0.777	0.056
WGS84경도	NaN	0.500	-0.271	1.000	1.000	0.500	0.726	0.045
X좌표값	0.030	0.215	0.500	1.000	1.000	-0.188	0.776	0.031
Y좌표값	0.017	-0.921	1.000	0.500	-0.188	1.000	0.765	0.000
시군명	0.139	0.592	0.777	0.726	0.776	0.765	1.000	0.088
영업상태명	1.000	0.129	0.056	0.045	0.031	0.000	0.088	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	영업상태구분코드	영업상태명	폐업일자	소재지시설전화번호	소재지면적정보	도로명우편번호	소재지도로명주소	소재지지번주소	소재지우편번호	WGS84위도	WGS84경도	업태구분명정보	X좌표값	Y좌표값	수리대상유형정보	다른 겸업 여부
3697	광명시	광명의료기	20070307	<NA>	<NA>	운영중	<NA>	<NA>	<NA>	<NA>	경기도 광명시 디지털로 *, 층 (철산동)	경기도 광명시 철산동 *번지 호 , *층	423837	37.474128	126.870534	<NA>	<NA>	<NA>	<NA>	<NA>
608	고양시	연쇼핑	20141113	<NA>	<NA>	운영중	<NA>	<NA>	<NA>	<NA>	경기도 고양시 덕양구 화중로*번길 , ***호 (화정동, 한마음프라자)	경기도 고양시 덕양구 화정동 **번지 호 한마음프라자 ***호	412271	37.638408	126.833006	<NA>	<NA>	<NA>	<NA>	<NA>
19904	안양시	김정문알로에 신안양지사	20120629	<NA>	<NA>	폐업 등	20130925	<NA>	<NA>	<NA>	경기도 안양시 만안구 병목안로 , 층 (안양동)	경기도 안양시 만안구 안양동 번지 호 층	430832	37.399567	126.919899	<NA>	<NA>	<NA>	<NA>	<NA>
21726	용인시	자연미인	20090410	<NA>	<NA>	운영중	<NA>	<NA>	<NA>	<NA>	경기도 용인시 기흥구 어정로 ** (상하동)	경기도 용인시 기흥구 상하동 **번지 호	16986	37.274455	127.139853	<NA>	<NA>	<NA>	<NA>	<NA>
11538	성남시	(주)다이아제닉스	20091008	<NA>	<NA>	운영중	<NA>	<NA>	<NA>	<NA>	경기도 성남시 분당구 황새울로 *, *호 (수내동, 분당트라팰리스)	경기도 성남시 분당구 수내동 *번지 호 분당트라팰리스 ***호	463873	37.37953	127.114241	<NA>	<NA>	<NA>	<NA>	<NA>
17358	안산시	김정문알로에단원지사	20141022	<NA>	<NA>	운영중	<NA>	<NA>	<NA>	<NA>	경기도 안산시 단원구 예술대학로 , 중앙시장 *호 (고잔동)	경기도 안산시 단원구 고잔동 **번지 호 중앙시장 ***호	15339	37.324294	126.837666	<NA>	<NA>	<NA>	<NA>	<NA>
27083	하남시	지컴퍼니	20160215	<NA>	<NA>	폐업 등	20170621	<NA>	<NA>	<NA>	경기도 하남시 고골로*번길 , *층 (하사창동)	경기도 하남시 하사창동 ***번지	13019	37.513036	127.199428	<NA>	<NA>	<NA>	<NA>	<NA>
13394	수원시	삼성전자판매 주식회사 수원삼성디지털시티2호점	2022-11-22	<NA>	13	영업중	<NA>	<NA>	<NA>	16677	경기도 수원시 영통구 삼성로 **, 삼성전자 G-G동 B*층 (매탄동)	경기도 수원시 영통구 매탄동 *** 삼성전자	<NA>	<NA>	<NA>	<NA>	204466.046132	417102.662117	<NA>	<NA>
776	고양시	웰라이프	20140829	<NA>	<NA>	운영중	<NA>	<NA>	<NA>	<NA>	경기도 고양시 일산서구 현중로 , *호 (탄현동, 탄현마을상가동)	경기도 고양시 일산서구 탄현동 **번지 탄현마을상가동 *호	411320	37.693262	126.767692	<NA>	<NA>	<NA>	<NA>	<NA>
21346	용인시	윤메디케어	2023-05-25	<NA>	13	영업중	<NA>	<NA>	<NA>	16842	경기도 용인시 수지구 포은대로 *, 힐스테이트 수지구청역 동 ***호 (풍덕천동)	경기도 용인시 수지구 풍덕천동 **** 힐스테이트 수지구청역	<NA>	<NA>	<NA>	<NA>	208305.51199	424055.504844	<NA>	<NA>

	시군명	사업장명	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	폐업일자	소재지시설전화번호	소재지면적정보	도로명우편번호	소재지도로명주소	소재지지번주소	소재지우편번호	WGS84위도	WGS84경도	업태구분명정보	X좌표값	Y좌표값	수리대상유형정보	다른 겸업 여부
9649	부천시	페이스터치	20091113	<NA>	<NA>	폐업 등	20150317	<NA>	<NA>	<NA>	경기도 부천시 부일로 **- (상동,,*층일부)	경기도 부천시 상동 **번지 호 ,*층일부	420816	37.487967	126.754996	<NA>	<NA>	<NA>	<NA>	<NA>
2270	고양시	엠테크	20041223	<NA>	<NA>	폐업 등	20060628	<NA>	<NA>	<NA>	경기도 고양시 덕양구 용현로 * (행신동)	경기도 고양시덕양구 행신동 **번지 호	412220	37.613077	126.835623	<NA>	<NA>	<NA>	<NA>	<NA>
2907	고양시	메디코리아	20031020	<NA>	<NA>	폐업 등	20040826	<NA>	<NA>	<NA>	경기도 고양시 덕양구 충장로 ** (행신동)	경기도 고양시덕양구 행신동 **번지 호	412220	37.614395	126.834444	<NA>	<NA>	<NA>	<NA>	<NA>
2849	고양시	일산종로의료기	20040503	<NA>	<NA>	폐업 등	20121128	<NA>	<NA>	<NA>	경기도 고양시 일산서구 강선로 , *호 (주엽동, 일산비스타오피스텔)	경기도 고양시 일산서구 주엽동 * 일산비스타오피스텔*호	10386	37.668756	126.763363	<NA>	<NA>	<NA>	<NA>	<NA>
19421	안양시	(주)왓슨스코리아 만안점	20101230	<NA>	<NA>	폐업 등	20170602	<NA>	<NA>	<NA>	경기도 안양시 만안구 안양로 **- (안양동, *층)	경기도 안양시 만안구 안양동 *번지 호 *층	430832	37.399255	126.920568	<NA>	<NA>	<NA>	<NA>	<NA>
14011	수원시	동양인터내셔널	20010706	<NA>	<NA>	운영중	<NA>	<NA>	<NA>	<NA>	경기도 수원시 영통구 봉영로**번길	경기도 수원시 영통구 영통동 ***-	443470	37.265755	127.084507	<NA>	<NA>	<NA>	<NA>	<NA>
23679	의정부시	비케이상사	20170209	<NA>	<NA>	운영중	<NA>	<NA>	<NA>	<NA>	경기도 의정부시 경의로 *, 층 ***호 (의정부동, 범골빌딩)	경기도 의정부시 의정부동 **번지 호	11626	37.732609	127.039173	<NA>	<NA>	<NA>	<NA>	<NA>
18540	안양시	림스메디(Lims Medi)	2023-09-11	<NA>	13	영업중	<NA>	<NA>	<NA>	13904	경기도 안양시 만안구 안양로 **, 이음빌딩 층 (석수동)	경기도 안양시 만안구 석수동 **- 이음빌딩	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8281	부천시	(주)영준홀딩스	20160201	<NA>	<NA>	운영중	<NA>	<NA>	<NA>	<NA>	경기도 부천시 상동로*번길 , ***호 일부호 (상동, 드라마시티)	경기도 부천시 상동 **번지 호 드라마시티 ***호 일부	14543	37.507802	126.750081	<NA>	<NA>	<NA>	<NA>	<NA>
5111	군포시	지에스25 군포역길점	2023-04-25	<NA>	13	영업중	<NA>	<NA>	<NA>	15856	경기도 군포시 군포로*번길 , *층 (당동)	경기도 군포시 당동 *-	<NA>	<NA>	<NA>	<NA>	195291.930468	427572.209182	<NA>	<NA>

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Close Punctuation

Open Punctuation

Other Symbol

Dash Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Han

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

CJK

Compat Jamo

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Close Punctuation

Other 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

Other Punctuation

Letter Number

Math Symbol

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation

Connector Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Han

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Number Forms

Math Operators

CJK

None

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter