gimi9 Pandas Profiling

Dataset statistics

Number of variables	19
Number of observations	811
Missing cells	2435
Missing cells (%)	15.8%
Duplicate rows	4
Duplicate rows (%)	0.5%
Total size in memory	126.1 KiB
Average record size in memory	159.2 B

Variable types

Categorical	5
Text	6
DateTime	2
Numeric	6

Dataset

Description	대규모점포 현황
Author	행정안전부
URL	https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=B1581F046052O931Z4R9962940&infSeq=1

Alerts

Dataset has 4 (0.5%) duplicate rows	Duplicates
`영업상태구분코드` is highly overall correlated with `인허가취소일자` and 1 other fields	High correlation
`영업상태명` is highly overall correlated with `인허가취소일자` and 1 other fields	High correlation
`인허가취소일자` is highly overall correlated with `WGS84경도` and 4 other fields	High correlation
`WGS84위도` is highly overall correlated with `Y좌표값` and 1 other fields	High correlation
`WGS84경도` is highly overall correlated with `인허가취소일자` and 2 other fields	High correlation
`X좌표값` is highly overall correlated with `인허가취소일자` and 2 other fields	High correlation
`Y좌표값` is highly overall correlated with `WGS84위도` and 1 other fields	High correlation
`시군명` is highly overall correlated with `WGS84위도` and 3 other fields	High correlation
`업태구분명정보` is highly overall correlated with `인허가취소일자` and 1 other fields	High correlation
`점포구분명` is highly overall correlated with `업태구분명정보`	High correlation
`인허가취소일자` has 802 (98.9%) missing values	Missing
`폐업일자` has 678 (83.6%) missing values	Missing
`소재지시설전화번호` has 71 (8.8%) missing values	Missing
`소재지면적정보` has 60 (7.4%) missing values	Missing
`도로명우편번호` has 397 (49.0%) missing values	Missing
`소재지도로명주소` has 84 (10.4%) missing values	Missing
`소재지우편번호` has 46 (5.7%) missing values	Missing
`WGS84위도` has 48 (5.9%) missing values	Missing
`WGS84경도` has 48 (5.9%) missing values	Missing
`X좌표값` has 100 (12.3%) missing values	Missing
`Y좌표값` has 100 (12.3%) missing values	Missing
`소재지면적정보` has 56 (6.9%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 21:49:20.072888
Analysis finished	2023-12-10 21:49:25.803385
Duration	5.73 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

시군명
Categorical

HIGH CORRELATION

Distinct	31
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

수원시	112
성남시	109
고양시	72
부천시	71
용인시	44
Other values (26)	403

Length

Max length	4
Median length	3
Mean length	3.0579531
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
수원시	112	13.8%
성남시	109	13.4%
고양시	72	8.9%
부천시	71	8.8%
용인시	44	5.4%
안양시	44	5.4%
안산시	42	5.2%
광명시	30	3.7%
구리시	24	3.0%
파주시	23	2.8%
Other values (21)	240	29.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
수원시	112	13.8%
성남시	109	13.4%
고양시	72	8.9%
부천시	71	8.8%
용인시	44	5.4%
안양시	44	5.4%
안산시	42	5.2%
광명시	30	3.7%
구리시	24	3.0%
파주시	23	2.8%
Other values (21)	240	29.6%

사업장명
Text

Distinct	753
Distinct (%)	92.8%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

Length

Max length	33
Median length	20
Mean length	10.567201
Min length	2

Characters and Unicode

Total characters	8570
Distinct characters	380
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	702 ?
Unique (%)	86.6%

Sample

1st row	라 몬테 이탈리아노
2nd row	GIFC MALL
3rd row	고양삼송현대헤리엇
4th row	스타필드 고양
5th row	(주)이마트에브리데이 신원당점

Value	Count	Frequency (%)
롯데쇼핑(주	51	3.6%
홈플러스(주	38	2.7%
롯데슈퍼	31	2.2%
롯데마트	25	1.7%
주)이마트	25	1.7%
익스프레스	24	1.7%
이마트	18	1.3%
주)지에스리테일	18	1.3%
주)이마트에브리데이	16	1.1%
the	16	1.1%
Other values (773)	1167	81.7%

Most occurring characters

Value	Count	Frequency (%)
	619	7.2%
점	482	5.6%
주	329	3.8%
스	306	3.6%
)	305	3.6%
(	304	3.5%
데	229	2.7%
롯	202	2.4%
마	184	2.1%
트	184	2.1%
Other values (370)	5426	63.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6863	80.1%
Space Separator	619	7.2%
Uppercase Letter	350	4.1%
Close Punctuation	305	3.6%
Open Punctuation	304	3.5%
Decimal Number	68	0.8%
Lowercase Letter	52	0.6%
Dash Punctuation	5	0.1%
Other Punctuation	3	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
점	482	7.0%
주	329	4.8%
스	306	4.5%
데	229	3.3%
롯	202	2.9%
마	184	2.7%
트	184	2.7%
이	182	2.7%
시	122	1.8%
리	114	1.7%
Other values (315)	4529	66.0%

Uppercase Letter

Value	Count	Frequency (%)
S	60	17.1%
E	40	11.4%
G	40	11.4%
A	29	8.3%
H	27	7.7%
T	24	6.9%
R	18	5.1%
F	17	4.9%
C	14	4.0%
L	13	3.7%
Other values (14)	68	19.4%

Lowercase Letter

Value	Count	Frequency (%)
e	12	23.1%
t	5	9.6%
a	5	9.6%
r	4	7.7%
s	3	5.8%
n	3	5.8%
u	3	5.8%
i	3	5.8%
h	3	5.8%
l	3	5.8%
Other values (7)	8	15.4%

Decimal Number

Value	Count	Frequency (%)
2	26	38.2%
0	14	20.6%
9	12	17.6%
1	9	13.2%
3	5	7.4%
4	1	1.5%
8	1	1.5%

Other Punctuation

Value	Count	Frequency (%)
,	2	66.7%
&	1	33.3%

Space Separator

Value	Count	Frequency (%)
	619	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	305	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	304	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6863	80.1%
Common	1305	15.2%
Latin	402	4.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
점	482	7.0%
주	329	4.8%
스	306	4.5%
데	229	3.3%
롯	202	2.9%
마	184	2.7%
트	184	2.7%
이	182	2.7%
시	122	1.8%
리	114	1.7%
Other values (315)	4529	66.0%

Latin

Value	Count	Frequency (%)
S	60	14.9%
E	40	10.0%
G	40	10.0%
A	29	7.2%
H	27	6.7%
T	24	6.0%
R	18	4.5%
F	17	4.2%
C	14	3.5%
L	13	3.2%
Other values (31)	120	29.9%

Common

Value	Count	Frequency (%)
	619	47.4%
)	305	23.4%
(	304	23.3%
2	26	2.0%
0	14	1.1%
9	12	0.9%
1	9	0.7%
3	5	0.4%
-	5	0.4%
,	2	0.2%
Other values (4)	4	0.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6863	80.1%
ASCII	1707	19.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	619	36.3%
)	305	17.9%
(	304	17.8%
S	60	3.5%
E	40	2.3%
G	40	2.3%
A	29	1.7%
H	27	1.6%
2	26	1.5%
T	24	1.4%
Other values (45)	233	13.6%

Hangul

Value	Count	Frequency (%)
점	482	7.0%
주	329	4.8%
스	306	4.5%
데	229	3.3%
롯	202	2.9%
마	184	2.7%
트	184	2.7%
이	182	2.7%
시	122	1.8%
리	114	1.7%
Other values (315)	4529	66.0%

인허가일자
Date

Distinct	657
Distinct (%)	81.0%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

Minimum	1961-11-06 00:00:00
Maximum	2023-12-04 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	9
Distinct (%)	100.0%
Missing	802
Missing (%)	98.9%
Infinite	0
Infinite (%)	0.0%
Mean	20141499

Minimum	20060621
Maximum	20220105
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.3 KiB

Quantile statistics

Minimum	20060621
5-th percentile	20072425
Q1	20110520
median	20130319
Q3	20200428
95-th percentile	20216109
Maximum	20220105
Range	159484
Interquartile range (IQR)	89908

Descriptive statistics

Standard deviation	56524.671
Coefficient of variation (CV)	0.0028063785
Kurtosis	-1.3186619
Mean	20141499
Median Absolute Deviation (MAD)	40189
Skewness	0.25726929
Sum	1.8127349 × 10⁸
Variance	3.1950384 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
20130319	1	0.1%
20210115	1	0.1%
20110929	1	0.1%
20090130	1	0.1%
20200428	1	0.1%
20140324	1	0.1%
20110520	1	0.1%
20060621	1	0.1%
20220105	1	0.1%
(Missing)	802	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20060621	1	0.1%
20090130	1	0.1%
20110520	1	0.1%
20110929	1	0.1%
20130319	1	0.1%
20140324	1	0.1%
20200428	1	0.1%
20210115	1	0.1%
20220105	1	0.1%

Value	Count	Frequency (%)
20220105	1	0.1%
20210115	1	0.1%
20200428	1	0.1%
20140324	1	0.1%
20130319	1	0.1%
20110929	1	0.1%
20110520	1	0.1%
20090130	1	0.1%
20060621	1	0.1%

영업상태구분코드
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

1	480
3	133
2	116
4	52
5	30

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	480	59.2%
3	133	16.4%
2	116	14.3%
4	52	6.4%
5	30	3.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	480	59.2%
3	133	16.4%
2	116	14.3%
4	52	6.4%
5	30	3.7%

영업상태명
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

정상영업	480
폐업처리	133
휴업처리	116
직권취소	52
영업개시전	30

Length

Max length	5
Median length	4
Mean length	4.0369914
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
정상영업	480	59.2%
폐업처리	133	16.4%
휴업처리	116	14.3%
직권취소	52	6.4%
영업개시전	30	3.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
정상영업	480	59.2%
폐업처리	133	16.4%
휴업처리	116	14.3%
직권취소	52	6.4%
영업개시전	30	3.7%

폐업일자
Date

MISSING

Distinct	117
Distinct (%)	88.0%
Missing	678
Missing (%)	83.6%
Memory size	6.5 KiB

Minimum	2001-08-16 00:00:00
Maximum	2023-09-06 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

소재지시설전화번호
Text

MISSING

Distinct	696
Distinct (%)	94.1%
Missing	71
Missing (%)	8.8%
Memory size	6.5 KiB

Length

Max length	18
Median length	12
Mean length	11.45
Min length	1

Characters and Unicode

Total characters	8473
Distinct characters	16
Distinct categories	7 ?
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	664 ?
Unique (%)	89.7%

Sample

1st row	031-947-9603
2nd row	955-9445
3rd row	031-901-6611
4th row	070-7896-7801
5th row	031-994-0274

Value	Count	Frequency (%)
031	146	14.0%
0342	23	2.2%
032	22	2.1%
02	20	1.9%
02-2006-2678	7	0.7%
0344	5	0.5%
650	5	0.5%
02-380-9396	4	0.4%
1234	4	0.4%
8000	4	0.4%
Other values (753)	801	76.9%

Most occurring characters

Value	Count	Frequency (%)
0	1731	20.4%
1	1055	12.5%
3	1023	12.1%
-	792	9.3%
2	759	9.0%
5	573	6.8%
8	490	5.8%
4	487	5.7%
7	457	5.4%
6	432	5.1%
Other values (6)	674	8.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7348	86.7%
Dash Punctuation	792	9.3%
Space Separator	318	3.8%
Close Punctuation	6	0.1%
Other Punctuation	4	< 0.1%
Math Symbol	3	< 0.1%
Open Punctuation	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1731	23.6%
1	1055	14.4%
3	1023	13.9%
2	759	10.3%
5	573	7.8%
8	490	6.7%
4	487	6.6%
7	457	6.2%
6	432	5.9%
9	341	4.6%

Dash Punctuation

Value	Count	Frequency (%)
-	792	100.0%

Space Separator

Value	Count	Frequency (%)
	318	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	6	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Math Symbol

Value	Count	Frequency (%)
~	3	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8473	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1731	20.4%
1	1055	12.5%
3	1023	12.1%
-	792	9.3%
2	759	9.0%
5	573	6.8%
8	490	5.8%
4	487	5.7%
7	457	5.4%
6	432	5.1%
Other values (6)	674	8.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8473	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1731	20.4%
1	1055	12.5%
3	1023	12.1%
-	792	9.3%
2	759	9.0%
5	573	6.8%
8	490	5.8%
4	487	5.7%
7	457	5.4%
6	432	5.1%
Other values (6)	674	8.0%

소재지면적정보
Real number (ℝ)

MISSING ZEROS

Distinct	640
Distinct (%)	85.2%
Missing	60
Missing (%)	7.4%
Infinite	0
Infinite (%)	0.0%
Mean	10937.367

Minimum	0
Maximum	214876.79
Zeros	56
Zeros (%)	6.9%
Negative	0
Negative (%)	0.0%
Memory size	7.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	725.365
median	6027
Q3	13725.655
95-th percentile	41622.46
Maximum	214876.79
Range	214876.79
Interquartile range (IQR)	13000.29

Descriptive statistics

Standard deviation	17018.389
Coefficient of variation (CV)	1.5559859
Kurtosis	37.610081
Mean	10937.367
Median Absolute Deviation (MAD)	5640.5
Skewness	4.699569
Sum	8213962.4
Variance	2.8962555 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	56	6.9%
41622.46	4	0.5%
10035.66	3	0.4%
10611.17	3	0.4%
23740.74	3	0.4%
13659.57	2	0.2%
17585.32	2	0.2%
8889.61	2	0.2%
1838.4	2	0.2%
13960.94	2	0.2%
Other values (630)	672	82.9%
(Missing)	60	7.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	56	6.9%
16.0	1	0.1%
26.7	1	0.1%
44.23	1	0.1%
61.0	1	0.1%
96.9	1	0.1%
98.0	1	0.1%
100.7	1	0.1%
110.9	1	0.1%
118.0	1	0.1%

Value	Count	Frequency (%)
214876.79	1	0.1%
133515.61	1	0.1%
129225.0	1	0.1%
108067.0	1	0.1%
106011.0	1	0.1%
103145.33	1	0.1%
76978.9	1	0.1%
74247.63	1	0.1%
69930.0	1	0.1%
67922.98	1	0.1%

도로명우편번호
Text

MISSING

Distinct	361
Distinct (%)	87.2%
Missing	397
Missing (%)	49.0%
Memory size	6.5 KiB

Length

Max length	7
Median length	6
Mean length	5.7391304
Min length	5

Characters and Unicode

Total characters	2376
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	316 ?
Unique (%)	76.3%

Sample

1st row	10393
2nd row	10391
3rd row	10592
4th row	412090
5th row	10468

Value	Count	Frequency (%)
11915	4	1.0%
10391	4	1.0%
435045	3	0.7%
449925	3	0.7%
446902	3	0.7%
411827	3	0.7%
16508	2	0.5%
17359	2	0.5%
480849	2	0.5%
422819	2	0.5%
Other values (351)	386	93.2%

Most occurring characters

Value	Count	Frequency (%)
4	418	17.6%
1	413	17.4%
0	289	12.2%
8	221	9.3%
3	198	8.3%
5	186	7.8%
2	180	7.6%
6	164	6.9%
7	144	6.1%
9	112	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2325	97.9%
Dash Punctuation	51	2.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	418	18.0%
1	413	17.8%
0	289	12.4%
8	221	9.5%
3	198	8.5%
5	186	8.0%
2	180	7.7%
6	164	7.1%
7	144	6.2%
9	112	4.8%

Dash Punctuation

Value	Count	Frequency (%)
-	51	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2376	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	418	17.6%
1	413	17.4%
0	289	12.2%
8	221	9.3%
3	198	8.3%
5	186	7.8%
2	180	7.6%
6	164	6.9%
7	144	6.1%
9	112	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2376	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	418	17.6%
1	413	17.4%
0	289	12.2%
8	221	9.3%
3	198	8.3%
5	186	7.8%
2	180	7.6%
6	164	6.9%
7	144	6.1%
9	112	4.7%

소재지도로명주소
Text

MISSING

Distinct	615
Distinct (%)	84.6%
Missing	84
Missing (%)	10.4%
Memory size	6.5 KiB

Length

Max length	55
Median length	46
Mean length	26.396149
Min length	8

Characters and Unicode

Total characters	19190
Distinct characters	377
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	535 ?
Unique (%)	73.6%

Sample

1st row	경기도 고양시 일산동구 연리지로 51, 라몬테이탈리아노 (장항동)
2nd row	경기도 고양시 일산서구 킨텍스로 240 (대화동)
3rd row	경기도 고양시 덕양구 삼송로 222, 고양삼송현대헤리엇 (삼송동)
4th row	370, 동산동동
5th row	경기도 고양시 덕양구 고양대로1384번길 6, 지하층 1~3호 (성사동)

Value	Count	Frequency (%)
경기도	724	17.2%
수원시	98	2.3%
성남시	95	2.3%
분당구	75	1.8%
고양시	66	1.6%
부천시	63	1.5%
안산시	41	1.0%
용인시	39	0.9%
안양시	39	0.9%
단원구	32	0.8%
Other values (1218)	2932	69.7%

Most occurring characters

Value	Count	Frequency (%)
	3486	18.2%
동	785	4.1%
경	773	4.0%
시	772	4.0%
기	766	4.0%
도	749	3.9%
로	718	3.7%
)	674	3.5%
(	674	3.5%
1	563	2.9%
Other values (367)	9230	48.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	11500	59.9%
Space Separator	3486	18.2%
Decimal Number	2569	13.4%
Close Punctuation	676	3.5%
Open Punctuation	676	3.5%
Other Punctuation	156	0.8%
Dash Punctuation	57	0.3%
Uppercase Letter	41	0.2%
Lowercase Letter	19	0.1%
Math Symbol	10	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	785	6.8%
경	773	6.7%
시	772	6.7%
기	766	6.7%
도	749	6.5%
로	718	6.2%
구	443	3.9%
안	225	2.0%
산	212	1.8%
원	204	1.8%
Other values (317)	5853	50.9%

Uppercase Letter

Value	Count	Frequency (%)
B	9	22.0%
A	4	9.8%
C	3	7.3%
K	3	7.3%
E	3	7.3%
S	3	7.3%
L	2	4.9%
U	2	4.9%
P	2	4.9%
D	1	2.4%
Other values (9)	9	22.0%

Lowercase Letter

Value	Count	Frequency (%)
o	3	15.8%
c	3	15.8%
e	2	10.5%
a	2	10.5%
m	2	10.5%
t	2	10.5%
s	1	5.3%
r	1	5.3%
l	1	5.3%
i	1	5.3%

Decimal Number

Value	Count	Frequency (%)
1	563	21.9%
2	341	13.3%
3	277	10.8%
0	259	10.1%
4	238	9.3%
7	206	8.0%
6	192	7.5%
5	182	7.1%
8	161	6.3%
9	150	5.8%

Other Punctuation

Value	Count	Frequency (%)
,	152	97.4%
*	2	1.3%
.	2	1.3%

Close Punctuation

Value	Count	Frequency (%)
)	674	99.7%
]	2	0.3%

Open Punctuation

Value	Count	Frequency (%)
(	674	99.7%
[	2	0.3%

Space Separator

Value	Count	Frequency (%)
	3486	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	57	100.0%

Math Symbol

Value	Count	Frequency (%)
~	10	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	11500	59.9%
Common	7630	39.8%
Latin	60	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	785	6.8%
경	773	6.7%
시	772	6.7%
기	766	6.7%
도	749	6.5%
로	718	6.2%
구	443	3.9%
안	225	2.0%
산	212	1.8%
원	204	1.8%
Other values (317)	5853	50.9%

Latin

Value	Count	Frequency (%)
B	9	15.0%
A	4	6.7%
o	3	5.0%
C	3	5.0%
K	3	5.0%
E	3	5.0%
S	3	5.0%
c	3	5.0%
L	2	3.3%
U	2	3.3%
Other values (20)	25	41.7%

Common

Value	Count	Frequency (%)
	3486	45.7%
)	674	8.8%
(	674	8.8%
1	563	7.4%
2	341	4.5%
3	277	3.6%
0	259	3.4%
4	238	3.1%
7	206	2.7%
6	192	2.5%
Other values (10)	720	9.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	11500	59.9%
ASCII	7690	40.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3486	45.3%
)	674	8.8%
(	674	8.8%
1	563	7.3%
2	341	4.4%
3	277	3.6%
0	259	3.4%
4	238	3.1%
7	206	2.7%
6	192	2.5%
Other values (40)	780	10.1%

Hangul

Value	Count	Frequency (%)
동	785	6.8%
경	773	6.7%
시	772	6.7%
기	766	6.7%
도	749	6.5%
로	718	6.2%
구	443	3.9%
안	225	2.0%
산	212	1.8%
원	204	1.8%
Other values (317)	5853	50.9%

소재지지번주소
Text

Distinct	763
Distinct (%)	94.2%
Missing	1
Missing (%)	0.1%
Memory size	6.5 KiB

Length

Max length	52
Median length	42
Mean length	22.807407
Min length	7

Characters and Unicode

Total characters	18474
Distinct characters	325
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	726 ?
Unique (%)	89.6%

Sample

1st row	경기도 고양시 일산동구 장항동 1800번지 라몬테이탈리아노
2nd row	경기도 고양시 일산서구 대화동 2603번지
3rd row	경기도 고양시 덕양구 삼송동 293
4th row	경기도 고양시 덕양구 동산동 370번지
5th row	경기도 고양시 덕양구 성사동 726

Value	Count	Frequency (%)
경기도	806	19.8%
1호	88	2.2%
수원시	54	1.3%
성남시	53	1.3%
성남시분당구	42	1.0%
분당구	40	1.0%
고양시	40	1.0%
호	36	0.9%
3호	31	0.8%
2호	31	0.8%
Other values (1223)	2841	69.9%

Most occurring characters

Value	Count	Frequency (%)
	3759	20.3%
시	841	4.6%
기	839	4.5%
동	823	4.5%
도	820	4.4%
경	812	4.4%
1	742	4.0%
지	617	3.3%
호	563	3.0%
번	533	2.9%
Other values (315)	8125	44.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	11289	61.1%
Space Separator	3759	20.3%
Decimal Number	3220	17.4%
Dash Punctuation	115	0.6%
Other Punctuation	26	0.1%
Uppercase Letter	26	0.1%
Lowercase Letter	14	0.1%
Close Punctuation	9	< 0.1%
Open Punctuation	9	< 0.1%
Math Symbol	7	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	841	7.4%
기	839	7.4%
동	823	7.3%
도	820	7.3%
경	812	7.2%
지	617	5.5%
호	563	5.0%
번	533	4.7%
구	478	4.2%
안	207	1.8%
Other values (273)	4756	42.1%

Uppercase Letter

Value	Count	Frequency (%)
B	6	23.1%
C	2	7.7%
K	2	7.7%
L	2	7.7%
E	2	7.7%
P	2	7.7%
S	2	7.7%
I	1	3.8%
A	1	3.8%
F	1	3.8%
Other values (5)	5	19.2%

Decimal Number

Value	Count	Frequency (%)
1	742	23.0%
3	389	12.1%
2	353	11.0%
5	284	8.8%
4	278	8.6%
0	269	8.4%
6	262	8.1%
7	226	7.0%
9	214	6.6%
8	203	6.3%

Lowercase Letter

Value	Count	Frequency (%)
e	3	21.4%
m	2	14.3%
a	2	14.3%
r	1	7.1%
o	1	7.1%
c	1	7.1%
l	1	7.1%
t	1	7.1%
i	1	7.1%
u	1	7.1%

Other Punctuation

Value	Count	Frequency (%)
,	22	84.6%
.	4	15.4%

Space Separator

Value	Count	Frequency (%)
	3759	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	115	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	9	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	9	100.0%

Math Symbol

Value	Count	Frequency (%)
~	7	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	11289	61.1%
Common	7145	38.7%
Latin	40	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	841	7.4%
기	839	7.4%
동	823	7.3%
도	820	7.3%
경	812	7.2%
지	617	5.5%
호	563	5.0%
번	533	4.7%
구	478	4.2%
안	207	1.8%
Other values (273)	4756	42.1%

Latin

Value	Count	Frequency (%)
B	6	15.0%
e	3	7.5%
C	2	5.0%
m	2	5.0%
a	2	5.0%
K	2	5.0%
L	2	5.0%
E	2	5.0%
P	2	5.0%
S	2	5.0%
Other values (15)	15	37.5%

Common

Value	Count	Frequency (%)
	3759	52.6%
1	742	10.4%
3	389	5.4%
2	353	4.9%
5	284	4.0%
4	278	3.9%
0	269	3.8%
6	262	3.7%
7	226	3.2%
9	214	3.0%
Other values (7)	369	5.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	11289	61.1%
ASCII	7185	38.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3759	52.3%
1	742	10.3%
3	389	5.4%
2	353	4.9%
5	284	4.0%
4	278	3.9%
0	269	3.7%
6	262	3.6%
7	226	3.1%
9	214	3.0%
Other values (32)	409	5.7%

Hangul

Value	Count	Frequency (%)
시	841	7.4%
기	839	7.4%
동	823	7.3%
도	820	7.3%
경	812	7.2%
지	617	5.5%
호	563	5.0%
번	533	4.7%
구	478	4.2%
안	207	1.8%
Other values (273)	4756	42.1%

소재지우편번호
Text

MISSING

Distinct	556
Distinct (%)	72.7%
Missing	46
Missing (%)	5.7%
Memory size	6.5 KiB

Length

Max length	7
Median length	5
Mean length	5.4196078
Min length	5

Characters and Unicode

Total characters	4146
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	416 ?
Unique (%)	54.4%

Sample

1st row	10391
2nd row	10592
3rd row	10595
4th row	10468
5th row	10450

Value	Count	Frequency (%)
13497	9	1.2%
463050	9	1.2%
11915	7	0.9%
14637	6	0.8%
10500	5	0.7%
14548	5	0.7%
14237	4	0.5%
463020	4	0.5%
16426	4	0.5%
13599	4	0.5%
Other values (546)	708	92.5%

Most occurring characters

Value	Count	Frequency (%)
1	848	20.5%
4	623	15.0%
0	496	12.0%
3	386	9.3%
6	357	8.6%
5	336	8.1%
2	330	8.0%
8	289	7.0%
7	232	5.6%
9	206	5.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4103	99.0%
Dash Punctuation	43	1.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	848	20.7%
4	623	15.2%
0	496	12.1%
3	386	9.4%
6	357	8.7%
5	336	8.2%
2	330	8.0%
8	289	7.0%
7	232	5.7%
9	206	5.0%

Dash Punctuation

Value	Count	Frequency (%)
-	43	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4146	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	848	20.5%
4	623	15.0%
0	496	12.0%
3	386	9.3%
6	357	8.6%
5	336	8.1%
2	330	8.0%
8	289	7.0%
7	232	5.6%
9	206	5.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4146	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	848	20.5%
4	623	15.0%
0	496	12.0%
3	386	9.3%
6	357	8.6%
5	336	8.1%
2	330	8.0%
8	289	7.0%
7	232	5.6%
9	206	5.0%

WGS84위도
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	664
Distinct (%)	87.0%
Missing	48
Missing (%)	5.9%
Infinite	0
Infinite (%)	0.0%
Mean	37.429788

Minimum	36.985283
Maximum	38.090166
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.3 KiB

Quantile statistics

Minimum	36.985283
5-th percentile	37.191959
Q1	37.295261
median	37.395446
Q3	37.539471
95-th percentile	37.746951
Maximum	38.090166
Range	1.1048826
Interquartile range (IQR)	0.24420975

Descriptive statistics

Standard deviation	0.18597207
Coefficient of variation (CV)	0.0049685581
Kurtosis	0.20949593
Mean	37.429788
Median Absolute Deviation (MAD)	0.10887075
Skewness	0.40641741
Sum	28558.928
Variance	0.034585613
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37.4130257	5	0.6%
37.280846809	4	0.5%
37.502485	4	0.5%
37.6131390076	4	0.5%
37.4751822	4	0.5%
37.4747894	3	0.4%
37.2504974396	3	0.4%
37.2518134073	3	0.4%
37.2662986444	3	0.4%
37.3399823	3	0.4%
Other values (654)	727	89.6%
(Missing)	48	5.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
36.9852830383	1	0.1%
36.9883462779	1	0.1%
36.9886134	1	0.1%
36.9902412081	1	0.1%
36.9919006082	1	0.1%
36.9942489	1	0.1%
36.9945235041	1	0.1%
36.9949133	1	0.1%
36.9953821	1	0.1%
36.995560236	1	0.1%

Value	Count	Frequency (%)
38.0901656506	1	0.1%
38.0282034881	1	0.1%
38.0270658075	1	0.1%
37.9596084172	1	0.1%
37.9587528035	1	0.1%
37.8999697271	1	0.1%
37.8996382	2	0.2%
37.893021736	1	0.1%
37.8920935484	1	0.1%
37.8808927551	1	0.1%

WGS84경도
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	664
Distinct (%)	87.0%
Missing	48
Missing (%)	5.9%
Infinite	0
Infinite (%)	0.0%
Mean	126.98559

Minimum	126.59743
Maximum	127.63744
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.3 KiB

Quantile statistics

Minimum	126.59743
5-th percentile	126.74316
Q1	126.81439
median	127.00524
Q3	127.11853
95-th percentile	127.25649
Maximum	127.63744
Range	1.0400137
Interquartile range (IQR)	0.30413874

Descriptive statistics

Standard deviation	0.17934196
Coefficient of variation (CV)	0.0014123017
Kurtosis	0.20842099
Mean	126.98559
Median Absolute Deviation (MAD)	0.13038629
Skewness	0.40726356
Sum	96890.003
Variance	0.032163539
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
127.1272138	5	0.6%
126.976018037	4	0.5%
126.7751605	4	0.5%
127.1409110928	4	0.5%
126.8670629	4	0.5%
126.8703195	3	0.4%
127.0208246964	3	0.4%
127.0726078415	3	0.4%
127.0343149778	3	0.4%
127.1069049	3	0.4%
Other values (654)	727	89.6%
(Missing)	48	5.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
126.597429208	1	0.1%
126.5984311406	1	0.1%
126.6195226475	1	0.1%
126.6282980439	1	0.1%
126.6331667826	1	0.1%
126.6698315	1	0.1%
126.6774205372	1	0.1%
126.6774947	1	0.1%
126.6789187057	1	0.1%
126.6855310518	1	0.1%

Value	Count	Frequency (%)
127.6374429	1	0.1%
127.635666647	1	0.1%
127.6350809464	1	0.1%
127.6122725791	1	0.1%
127.5025567	1	0.1%
127.5013348437	1	0.1%
127.4745350978	1	0.1%
127.459112025	1	0.1%
127.4588801	1	0.1%
127.4570188069	1	0.1%

업태구분명정보
Categorical

HIGH CORRELATION

Distinct	9
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

그 밖의 대규모점포	243
대형마트	188
구분없음	141
쇼핑센터	72
백화점	42
Other values (4)	125

Length

Max length	10
Median length	4
Mean length	5.6991369
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	그 밖의 대규모점포
2nd row	그 밖의 대규모점포
3rd row	그 밖의 대규모점포
4th row	복합쇼핑몰
5th row	구분없음

Common Values

Value	Count	Frequency (%)
그 밖의 대규모점포	243	30.0%
대형마트	188	23.2%
구분없음	141	17.4%
쇼핑센터	72	8.9%
백화점	42	5.2%
복합쇼핑몰	41	5.1%
전문점	33	4.1%
<NA>	28	3.5%
시장	23	2.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
그	243	18.7%
밖의	243	18.7%
대규모점포	243	18.7%
대형마트	188	14.5%
구분없음	141	10.9%
쇼핑센터	72	5.6%
백화점	42	3.2%
복합쇼핑몰	41	3.2%
전문점	33	2.5%
na	28	2.2%

X좌표값
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	587
Distinct (%)	82.6%
Missing	100
Missing (%)	12.3%
Infinite	0
Infinite (%)	0.0%
Mean	198635.33

Minimum	164429.33
Maximum	256448.25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.3 KiB

Quantile statistics

Minimum	164429.33
5-th percentile	177401.83
Q1	183445.43
median	200590.51
Q3	210321.69
95-th percentile	222876.4
Maximum	256448.25
Range	92018.923
Interquartile range (IQR)	26876.262

Descriptive statistics

Standard deviation	15901.718
Coefficient of variation (CV)	0.080054831
Kurtosis	0.23917695
Mean	198635.33
Median Absolute Deviation (MAD)	11488.542
Skewness	0.42605577
Sum	1.4122972 × 10⁸
Variance	2.5286462 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
211202.148849893	6	0.7%
180053.344768654	5	0.6%
212369.786160091	5	0.6%
188175.811151552	4	0.5%
209409.160207927	4	0.5%
197816.821324019	4	0.5%
210421.232418185	3	0.4%
222711.793919182	3	0.4%
213383.977793755	3	0.4%
206365.525998588	3	0.4%
Other values (577)	671	82.7%
(Missing)	100	12.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
164429.325739178	1	0.1%
164515.425324902	1	0.1%
167119.660833957	1	0.1%
167542.995851124	1	0.1%
170799.828335658	1	0.1%
171450.600413716	1	0.1%
171471.604963288	1	0.1%
172118.0	1	0.1%
172364.612934904	1	0.1%
172472.74587	1	0.1%

Value	Count	Frequency (%)
256448.248498212	1	0.1%
256310.12023	1	0.1%
256295.540566504	1	0.1%
254263.945020146	1	0.1%
244381.267486222	1	0.1%
244268.697648456	1	0.1%
242016.421941572	1	0.1%
240622.258190291	2	0.2%
240460.438731023	1	0.1%
240306.158458325	1	0.1%

Y좌표값
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	588
Distinct (%)	82.7%
Missing	100
Missing (%)	12.3%
Infinite	0
Infinite (%)	0.0%
Mean	436827.23

Minimum	387072.99
Maximum	560834.91
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.3 KiB

Quantile statistics

Minimum	387072.99
5-th percentile	409670.99
Q1	421482.99
median	432568.8
Q3	448681.62
95-th percentile	472025.61
Maximum	560834.91
Range	173761.91
Interquartile range (IQR)	27198.637

Descriptive statistics

Standard deviation	22168.207
Coefficient of variation (CV)	0.050748225
Kurtosis	3.4263942
Mean	436827.23
Median Absolute Deviation (MAD)	12137.34
Skewness	0.99123818
Sum	3.1058416 × 10⁸
Variance	4.9142938 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
434560.911834998	6	0.7%
444507.864924505	5	0.6%
456717.132615198	5	0.6%
419948.630301716	4	0.5%
426451.358939753	4	0.5%
441461.453719641	4	0.5%
462865.812502378	3	0.4%
442988.573961638	3	0.4%
441418.706981087	3	0.4%
442564.317899051	3	0.4%
Other values (578)	671	82.7%
(Missing)	100	12.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
387072.994089902	1	0.1%
387425.098329575	1	0.1%
387484.797282739	1	0.1%
387625.950361082	1	0.1%
387674.877266816	1	0.1%
388080.83595037	1	0.1%
388089.490851808	1	0.1%
388208.048761482	1	0.1%
388254.423734324	1	0.1%
389422.608470627	1	0.1%

Value	Count	Frequency (%)
560834.907896845	1	0.1%
558895.2705657	2	0.2%
509737.664329872	1	0.1%
502827.430494496	1	0.1%
502699.168905672	1	0.1%
495257.859851673	1	0.1%
495167.132130244	1	0.1%
488583.056118126	1	0.1%
488565.873404122	2	0.2%
487822.390972397	1	0.1%

점포구분명
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

대규모점포	401
<NA>	227
준대규모점포	183

Length

Max length	6
Median length	5
Mean length	4.945746
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	대규모점포
2nd row	대규모점포
3rd row	대규모점포
4th row	대규모점포
5th row	준대규모점포

Common Values

Value	Count	Frequency (%)
대규모점포	401	49.4%
<NA>	227	28.0%
준대규모점포	183	22.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
대규모점포	401	49.4%
na	227	28.0%
준대규모점포	183	22.6%

Heatmap
Table

	시군명	인허가취소일자	영업상태구분코드	영업상태명	소재지면적정보	WGS84위도	WGS84경도	업태구분명정보	X좌표값	Y좌표값	점포구분명
시군명	1.000	0.000	0.432	0.432	0.201	0.993	0.978	0.493	0.976	0.958	0.325
인허가취소일자	0.000	1.000	NaN	NaN	NaN	0.000	0.356	0.816	0.356	0.000	0.000
영업상태구분코드	0.432	NaN	1.000	1.000	0.161	0.301	0.201	0.268	0.161	0.200	0.226
영업상태명	0.432	NaN	1.000	1.000	0.161	0.301	0.201	0.268	0.161	0.200	0.226
소재지면적정보	0.201	NaN	0.161	0.161	1.000	0.058	0.246	0.432	0.278	0.288	0.363
WGS84위도	0.993	0.000	0.301	0.301	0.058	1.000	0.708	0.166	0.700	0.929	0.077
WGS84경도	0.978	0.356	0.201	0.201	0.246	0.708	1.000	0.269	1.000	0.574	0.204
업태구분명정보	0.493	0.816	0.268	0.268	0.432	0.166	0.269	1.000	0.261	0.194	0.954
X좌표값	0.976	0.356	0.161	0.161	0.278	0.700	1.000	0.261	1.000	0.572	0.229
Y좌표값	0.958	0.000	0.200	0.200	0.288	0.929	0.574	0.194	0.572	1.000	0.102
점포구분명	0.325	0.000	0.226	0.226	0.363	0.077	0.204	0.954	0.229	0.102	1.000

Heatmap
Table

	시군명	점포구분명	영업상태구분코드	영업상태명	업태구분명정보
시군명	1.000	0.252	0.198	0.198	0.215
점포구분명	0.252	1.000	0.275	0.275	0.808
영업상태구분코드	0.198	0.275	1.000	1.000	0.167
영업상태명	0.198	0.275	1.000	1.000	0.167
업태구분명정보	0.215	0.808	0.167	0.167	1.000

Heatmap
Table

	인허가취소일자	소재지면적정보	WGS84위도	WGS84경도	X좌표값	Y좌표값	시군명	영업상태구분코드	영업상태명	업태구분명정보	점포구분명
인허가취소일자	1.000	-0.102	0.233	0.683	0.683	0.233	0.000	1.000	1.000	0.577	0.000
소재지면적정보	-0.102	1.000	-0.051	-0.029	-0.053	-0.044	0.078	0.099	0.099	0.248	0.271
WGS84위도	0.233	-0.051	1.000	-0.314	-0.320	0.999	0.850	0.129	0.129	0.079	0.058
WGS84경도	0.683	-0.029	-0.314	1.000	1.000	-0.320	0.760	0.084	0.084	0.131	0.155
X좌표값	0.683	-0.053	-0.320	1.000	1.000	-0.325	0.752	0.066	0.066	0.127	0.171
Y좌표값	0.233	-0.044	0.999	-0.320	-0.325	1.000	0.767	0.115	0.115	0.096	0.097
시군명	0.000	0.078	0.850	0.760	0.752	0.767	1.000	0.198	0.198	0.215	0.252
영업상태구분코드	1.000	0.099	0.129	0.084	0.066	0.115	0.198	1.000	1.000	0.167	0.275
영업상태명	1.000	0.099	0.129	0.084	0.066	0.115	0.198	1.000	1.000	0.167	0.275
업태구분명정보	0.577	0.248	0.079	0.131	0.127	0.096	0.215	0.167	0.167	1.000	0.808
점포구분명	0.000	0.271	0.058	0.155	0.171	0.097	0.252	0.275	0.275	0.808	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	점포구분명
0	고양시	라 몬테 이탈리아노	20190122	<NA>	5	영업개시전	<NA>	031-947-9603	6030.85	10393	경기도 고양시 일산동구 연리지로 51, 라몬테이탈리아노 (장항동)	경기도 고양시 일산동구 장항동 1800번지 라몬테이탈리아노	<NA>	<NA>	<NA>	그 밖의 대규모점포	178307.044705	461974.801225	대규모점포
1	고양시	GIFC MALL	20190123	<NA>	5	영업개시전	<NA>	955-9445	9385.02	10391	경기도 고양시 일산서구 킨텍스로 240 (대화동)	경기도 고양시 일산서구 대화동 2603번지	10391	37.666098	126.75052	그 밖의 대규모점포	177924.792392	462674.148709	대규모점포
2	고양시	고양삼송현대헤리엇	20210702	<NA>	5	영업개시전	<NA>	031-901-6611	15789.0	10592	경기도 고양시 덕양구 삼송로 222, 고양삼송현대헤리엇 (삼송동)	경기도 고양시 덕양구 삼송동 293	10592	37.652896	126.899229	그 밖의 대규모점포	<NA>	<NA>	대규모점포
3	고양시	스타필드 고양	20160425	<NA>	5	영업개시전	<NA>	070-7896-7801	129225.0	412090	370, 동산동동	경기도 고양시 덕양구 동산동 370번지	10595	37.646939	126.895611	복합쇼핑몰	190715.654303	560834.907897	대규모점포
4	고양시	(주)이마트에브리데이 신원당점	2023-03-29	<NA>	5	영업개시전	<NA>	031-994-0274	643.63	10468	경기도 고양시 덕양구 고양대로1384번길 6, 지하층 1~3호 (성사동)	경기도 고양시 덕양구 성사동 726	10468	37.653997	126.837152	구분없음	185439.51931	461265.376606	준대규모점포
5	고양시	일산 벨라씨타(Bella Citta)	20160826	<NA>	5	영업개시전	<NA>	02-3438-9480	42599.44	10450	경기도 고양시 일산동구 강송로 33 (백석동, 일산요진와이시티)	경기도 고양시 일산동구 백석동 1237번지	10450	37.642359	126.792682	쇼핑센터	181637.189249	460029.0134	대규모점포
6	고양시	고양 일산 호수공원 가로수길	20170825	<NA>	5	영업개시전	<NA>	<NA>	16505.82	10391	경기도 고양시 일산서구 주엽로 80 (대화동)	경기도 고양시 일산서구 대화동 1050번지 185호	10392	37.665939	126.756403	그 밖의 대규모점포	178443.77289	462653.992628	대규모점포
7	고양시	(주)이마트에브리데이 고양덕이점	20220810	<NA>	5	영업개시전	<NA>	02-380-5042	1111.32	10231	경기도 고양시 일산서구 하이파크2로 65, 1층 (덕이동)	경기도 고양시 일산서구 덕이동 373-21	10231	37.699825	126.756295	구분없음	178438.201603	466393.045837	준대규모점포
8	고양시	두진레이크	20150306	<NA>	1	정상영업	<NA>	031 912 6011	4162.0	411742	경기도 고양시 일산서구 중앙로 1391-0 (주엽동)	경기도 고양시 일산서구 주엽동 83번지	412290	37.66774	126.764546	그 밖의 대규모점포	179162.766413	462851.250567	대규모점포
9	고양시	일산시장	19811020	<NA>	1	정상영업	<NA>	975-3903	0.0	<NA>	경기도 고양시 일산서구 일청로12번길 9 (일산동)	경기도 고양시일산서구 일산동 617-20호	10342	37.685654	126.770872	시장	<NA>	<NA>	<NA>

	시군명	사업장명	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	폐업일자	소재지시설전화번호	소재지면적정보	도로명우편번호	소재지도로명주소	소재지지번주소	소재지우편번호	WGS84위도	WGS84경도	업태구분명정보	X좌표값	Y좌표값	점포구분명
801	화성시	마도공구유통상가	20070118	<NA>	4	직권취소	<NA>	02 575 5434	0.0	<NA>	경기도 화성시 마도면 마도공단로1길 8	경기도 화성시 마도면 쌍송리 662호	18542	37.186269	126.790169	전문점	181324.988087	409385.427774	준대규모점포
802	화성시	롯데쇼핑(주)롯데슈퍼신향남점	20111125	<NA>	3	폐업처리	20181231	031-8059-5601	313.4	445926	경기도 화성시 향남읍 행정중앙1로 14	경기도 화성시 향남읍 행정리 462번지 5호	445926	37.125878	126.916332	그 밖의 대규모점포	192470.655401	402684.622342	준대규모점포
803	화성시	화성공구유통밸리(주)	20051020	<NA>	2	휴업처리	<NA>	031230 9442	0.0	<NA>	경기도 화성시 봉담읍 와우안길 109	경기도 화성시 봉담읍 동화리 139-1호	18298	37.221472	126.972011	그 밖의 대규모점포	<NA>	<NA>	<NA>
804	화성시	롯데쇼핑(주)VIC마켓 신영통점	2004-08-05	<NA>	2	휴업처리	<NA>	0316952522	10066.0	445-330	경기도 화성시 삼성1로 333 (반월동)	경기도 화성시 반월동 123-5호	18382	37.230437	127.066472	대형마트	205829.064604	414278.001961	대규모점포
805	화성시	(주)평해종합건설	20050502	<NA>	2	휴업처리	<NA>	031 4215504	19250.39	<NA>	경기도 화성시 봉담읍 와우안길 109	경기도 화성시 봉담읍 동화리 139-1호	18298	37.221472	126.972011	대형마트	<NA>	<NA>	<NA>
806	<NA>	(주)이마트 봉담점	20120420	<NA>	1	정상영업	<NA>	031-228-1252	10611.17	<NA>	효행로 278	133번지 1호	<NA>	<NA>	<NA>	대형마트	197532.418006	413710.967302	대규모점포
807	<NA>	이마트 화성봉담점	2012-04-20	<NA>	1	정상영업	<NA>	0312281234	10611.17	<NA>	효행로 278	133번지 1호	<NA>	<NA>	<NA>	대형마트	<NA>	<NA>	대규모점포
808	<NA>	롯데쇼핑(주)롯데슈퍼 의정부2동점	20120514	<NA>	3	폐업처리	20170417	031)876-5601	692.6	480849	경기도 범골로 146-23	경기도 의정부시 의정부동 559-1번지 대산빌라3차	11653	37.734735	127.041623	그 밖의 대규모점포	<NA>	<NA>	준대규모점포
809	<NA>	안양롯데프라자	20031212	<NA>	2	휴업처리	<NA>	031 4640282	<NA>	<NA>	<NA>	호	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
810	<NA>	엘지마트시화점	19971231	<NA>	2	휴업처리	<NA>	<NA>	<NA>	<NA>	<NA>	호	<NA>	<NA>	<NA>	그 밖의 대규모점포	<NA>	<NA>	<NA>

Most frequently occurring

	시군명	사업장명	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	폐업일자	소재지시설전화번호	소재지면적정보	도로명우편번호	소재지도로명주소	소재지지번주소	소재지우편번호	WGS84위도	WGS84경도	업태구분명정보	X좌표값	Y좌표값	점포구분명	# duplicates
1	부천시	(주)GS리테일GS스퀘어부천점	20050601	<NA>	2	휴업처리	<NA>	<NA>	41622.46	<NA>	경기도 부천시 길주로 300 (중동)	경기도 부천시중동 1140호	14548	37.502485	126.77516	백화점	180053.344769	444507.864925	<NA>	4
0	광명시	파보레쇼핑몰	20040909	<NA>	2	휴업처리	<NA>	02 20677000	8812.68	<NA>	경기도 광명시 철산로 4 (철산동)	경기도 광명시 철산동 261호	14237	37.475182	126.867063	그 밖의 대규모점포	188175.811152	441461.45372	<NA>	2
2	수원시	수원축산농협 하나로마트	20191126	<NA>	3	폐업처리	20220713	031-267-3871	6332.04	16670	경기도 수원시 권선구 곡반정로 121 (곡반정동)[*미고시]	경기도 수원시 권선구 곡반정동 555번지	16670	37.238981	127.030717	그 밖의 대규모점포	202671.615398	415224.539996	대규모점포	2
3	시흥시	시화유통상가사업협동조합	20041203	<NA>	2	휴업처리	<NA>	031 430 3636	23740.74	<NA>	<NA>	경기도 시흥시 정왕동 호 시화공단 3다 3다	<NA>	<NA>	<NA>	그 밖의 대규모점포	<NA>	<NA>	<NA>	2

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

Dash Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Space Separator

Close Punctuation

Other Punctuation

Math Symbol

Open 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

Lowercase Letter

Decimal Number

Other Punctuation

Close Punctuation

Open Punctuation

Space Separator

Dash Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII