gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	2362
Missing cells	26861
Missing cells (%)	25.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	872.0 KiB
Average record size in memory	378.1 B

Variable types

Categorical	19
Text	7
DateTime	4
Unsupported	9
Numeric	4
Boolean	1

Dataset

Description	개방자치단체코드,관리번호,인허가일자,인허가취소일자,영업상태코드,영업상태명,상세영업상태코드,상세영업상태명,폐업일자,휴업시작일자,휴업종료일자,재개업일자,전화번호,소재지면적,소재지우편번호,지번주소,도로명주소,도로명우편번호,사업장명,최종수정일자,데이터갱신구분,데이터갱신일자,업태구분명,좌표정보(X),좌표정보(Y),위생업태명,남성종사자수,여성종사자수,영업장주변구분명,등급구분명,급수시설구분명,총인원,본사종업원수,공장사무직종업원수,공장판매직종업원수,공장생산직종업원수,건물소유구분명,보증액,월세액,다중이용업소여부,시설총규모,전통업소지정번호,전통업소주된음식,홈페이지
Author	도봉구
URL	https://data.seoul.go.kr/dataList/OA-18086/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`남성종사자수` is highly imbalanced (68.4%)	Imbalance
`여성종사자수` is highly imbalanced (68.4%)	Imbalance
`급수시설구분명` is highly imbalanced (80.7%)	Imbalance
`총인원` is highly imbalanced (68.9%)	Imbalance
`본사종업원수` is highly imbalanced (50.3%)	Imbalance
`공장사무직종업원수` is highly imbalanced (50.2%)	Imbalance
`공장판매직종업원수` is highly imbalanced (59.7%)	Imbalance
`보증액` is highly imbalanced (72.8%)	Imbalance
`월세액` is highly imbalanced (72.8%)	Imbalance
`홈페이지` is highly imbalanced (99.5%)	Imbalance
`인허가취소일자` has 2362 (100.0%) missing values	Missing
`폐업일자` has 565 (23.9%) missing values	Missing
`휴업시작일자` has 2362 (100.0%) missing values	Missing
`휴업종료일자` has 2362 (100.0%) missing values	Missing
`재개업일자` has 2362 (100.0%) missing values	Missing
`전화번호` has 1520 (64.4%) missing values	Missing
`소재지면적` has 1307 (55.3%) missing values	Missing
`도로명주소` has 460 (19.5%) missing values	Missing
`도로명우편번호` has 467 (19.8%) missing values	Missing
`업태구분명` has 2362 (100.0%) missing values	Missing
`영업장주변구분명` has 2362 (100.0%) missing values	Missing
`등급구분명` has 2362 (100.0%) missing values	Missing
`다중이용업소여부` has 624 (26.4%) missing values	Missing
`시설총규모` has 624 (26.4%) missing values	Missing
`전통업소지정번호` has 2362 (100.0%) missing values	Missing
`전통업소주된음식` has 2362 (100.0%) missing values	Missing
`도로명우편번호` is highly skewed (γ1 = 42.84008779)	Skewed
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`업태구분명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`영업장주변구분명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`등급구분명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`전통업소지정번호` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`전통업소주된음식` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`시설총규모` has 1572 (66.6%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 05:05:43.056930
Analysis finished	2024-05-11 05:05:45.803071
Duration	2.75 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

3090000	2362

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3090000
2nd row	3090000
3rd row	3090000
4th row	3090000
5th row	3090000

Common Values

Value	Count	Frequency (%)
3090000	2362	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3090000	2362	100.0%

관리번호
Text

UNIQUE

Distinct	2362
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	51964
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	2362 ?
Unique (%)	100.0%

Sample

1st row	3090000-134-2003-00001
2nd row	3090000-134-2004-00001
3rd row	3090000-134-2004-00002
4th row	3090000-134-2004-00003
5th row	3090000-134-2004-00004

Value	Count	Frequency (%)
3090000-134-2003-00001	1	< 0.1%
3090000-134-2019-00048	1	< 0.1%
3090000-134-2019-00033	1	< 0.1%
3090000-134-2019-00034	1	< 0.1%
3090000-134-2019-00041	1	< 0.1%
3090000-134-2019-00035	1	< 0.1%
3090000-134-2019-00036	1	< 0.1%
3090000-134-2019-00037	1	< 0.1%
3090000-134-2019-00038	1	< 0.1%
3090000-134-2019-00039	1	< 0.1%
Other values (2352)	2352	99.6%

Most occurring characters

Value	Count	Frequency (%)
0	22162	42.6%
-	7086	13.6%
3	5510	10.6%
1	4697	9.0%
2	4012	7.7%
4	3245	6.2%
9	2963	5.7%
5	657	1.3%
6	550	1.1%
7	545	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	44878	86.4%
Dash Punctuation	7086	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	22162	49.4%
3	5510	12.3%
1	4697	10.5%
2	4012	8.9%
4	3245	7.2%
9	2963	6.6%
5	657	1.5%
6	550	1.2%
7	545	1.2%
8	537	1.2%

Dash Punctuation

Value	Count	Frequency (%)
-	7086	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	51964	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	22162	42.6%
-	7086	13.6%
3	5510	10.6%
1	4697	9.0%
2	4012	7.7%
4	3245	6.2%
9	2963	5.7%
5	657	1.3%
6	550	1.1%
7	545	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51964	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	22162	42.6%
-	7086	13.6%
3	5510	10.6%
1	4697	9.0%
2	4012	7.7%
4	3245	6.2%
9	2963	5.7%
5	657	1.3%
6	550	1.1%
7	545	1.0%

인허가일자
Date

Distinct	1652
Distinct (%)	69.9%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

Minimum	2004-03-19 00:00:00
Maximum	2024-05-08 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2362
Missing (%)	100.0%
Memory size	20.9 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

3	1797
1	565

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	1797	76.1%
1	565	23.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1797	76.1%
1	565	23.9%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

폐업	1797
영업/정상	565

Length

Max length	5
Median length	2
Mean length	2.7176122
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	폐업
2nd row	폐업
3rd row	폐업
4th row	영업/정상
5th row	폐업

Common Values

Value	Count	Frequency (%)
폐업	1797	76.1%
영업/정상	565	23.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1797	76.1%
영업/정상	565	23.9%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

2	1797
1	565

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	1797	76.1%
1	565	23.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	1797	76.1%
1	565	23.9%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

폐업	1797
영업	565

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	1797	76.1%
영업	565	23.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1797	76.1%
영업	565	23.9%

폐업일자
Date

MISSING

Distinct	1176
Distinct (%)	65.4%
Missing	565
Missing (%)	23.9%
Memory size	18.6 KiB

Minimum	2004-06-25 00:00:00
Maximum	2024-05-09 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2362
Missing (%)	100.0%
Memory size	20.9 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2362
Missing (%)	100.0%
Memory size	20.9 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2362
Missing (%)	100.0%
Memory size	20.9 KiB

전화번호
Text

MISSING

Distinct	799
Distinct (%)	94.9%
Missing	1520
Missing (%)	64.4%
Memory size	18.6 KiB

Length

Max length	12
Median length	11
Mean length	10.307601
Min length	2

Characters and Unicode

Total characters	8679
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	769 ?
Unique (%)	91.3%

Sample

1st row	02 990 3128
2nd row	02 9947785
3rd row	02 9011234
4th row	02 9920360
5th row	0233920271

Value	Count	Frequency (%)
02	506	31.0%
070	43	2.6%
954	21	1.3%
900	18	1.1%
905	14	0.9%
903	14	0.9%
902	11	0.7%
955	11	0.7%
906	10	0.6%
992	8	0.5%
Other values (844)	977	59.8%

Most occurring characters

Value	Count	Frequency (%)
0	1505	17.3%
9	1162	13.4%
2	1151	13.3%
	1057	12.2%
5	643	7.4%
3	626	7.2%
4	601	6.9%
7	558	6.4%
8	471	5.4%
1	461	5.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7622	87.8%
Space Separator	1057	12.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1505	19.7%
9	1162	15.2%
2	1151	15.1%
5	643	8.4%
3	626	8.2%
4	601	7.9%
7	558	7.3%
8	471	6.2%
1	461	6.0%
6	444	5.8%

Space Separator

Value	Count	Frequency (%)
	1057	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8679	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1505	17.3%
9	1162	13.4%
2	1151	13.3%
	1057	12.2%
5	643	7.4%
3	626	7.2%
4	601	6.9%
7	558	6.4%
8	471	5.4%
1	461	5.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8679	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1505	17.3%
9	1162	13.4%
2	1151	13.3%
	1057	12.2%
5	643	7.4%
3	626	7.2%
4	601	6.9%
7	558	6.4%
8	471	5.4%
1	461	5.3%

소재지면적
Text

MISSING

Distinct	348
Distinct (%)	33.0%
Missing	1307
Missing (%)	55.3%
Memory size	18.6 KiB

Length

Max length	8
Median length	6
Mean length	4.6047393
Min length	3

Characters and Unicode

Total characters	4858
Distinct characters	12
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	243 ?
Unique (%)	23.0%

Sample

1st row	.00
2nd row	233.00
3rd row	24.00
4th row	33.00
5th row	197.42

Value	Count	Frequency (%)
00	166	15.7%
3.30	62	5.9%
3.00	47	4.5%
33.00	40	3.8%
16.50	21	2.0%
6.60	20	1.9%
30.00	18	1.7%
6.00	13	1.2%
26.40	13	1.2%
10.00	12	1.1%
Other values (338)	643	60.9%

Most occurring characters

Value	Count	Frequency (%)
0	1709	35.2%
.	1055	21.7%
3	449	9.2%
1	346	7.1%
2	270	5.6%
6	265	5.5%
5	200	4.1%
9	166	3.4%
4	161	3.3%
8	136	2.8%
Other values (2)	101	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3801	78.2%
Other Punctuation	1057	21.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1709	45.0%
3	449	11.8%
1	346	9.1%
2	270	7.1%
6	265	7.0%
5	200	5.3%
9	166	4.4%
4	161	4.2%
8	136	3.6%
7	99	2.6%

Other Punctuation

Value	Count	Frequency (%)
.	1055	99.8%
,	2	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	4858	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1709	35.2%
.	1055	21.7%
3	449	9.2%
1	346	7.1%
2	270	5.6%
6	265	5.5%
5	200	4.1%
9	166	3.4%
4	161	3.3%
8	136	2.8%
Other values (2)	101	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4858	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1709	35.2%
.	1055	21.7%
3	449	9.2%
1	346	7.1%
2	270	5.6%
6	265	5.5%
5	200	4.1%
9	166	3.4%
4	161	3.3%
8	136	2.8%
Other values (2)	101	2.1%

소재지우편번호
Text

Distinct	290
Distinct (%)	12.3%
Missing	3
Missing (%)	0.1%
Memory size	18.6 KiB

Length

Max length	7
Median length	6
Mean length	6.1818567
Min length	6

Characters and Unicode

Total characters	14583
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	66 ?
Unique (%)	2.8%

Sample

1st row	132918
2nd row	132904
3rd row	132821
4th row	132-904
5th row	132893

Value	Count	Frequency (%)
132854	95	4.0%
132898	75	3.2%
132924	61	2.6%
132040	59	2.5%
132821	57	2.4%
132893	49	2.1%
132864	41	1.7%
132863	40	1.7%
132904	35	1.5%
132926	32	1.4%
Other values (280)	1815	76.9%

Most occurring characters

Value	Count	Frequency (%)
2	2973	20.4%
1	2945	20.2%
3	2729	18.7%
8	1803	12.4%
9	1082	7.4%
0	742	5.1%
4	597	4.1%
6	439	3.0%
-	429	2.9%
5	426	2.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	14154	97.1%
Dash Punctuation	429	2.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	2973	21.0%
1	2945	20.8%
3	2729	19.3%
8	1803	12.7%
9	1082	7.6%
0	742	5.2%
4	597	4.2%
6	439	3.1%
5	426	3.0%
7	418	3.0%

Dash Punctuation

Value	Count	Frequency (%)
-	429	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	14583	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	2973	20.4%
1	2945	20.2%
3	2729	18.7%
8	1803	12.4%
9	1082	7.4%
0	742	5.1%
4	597	4.1%
6	439	3.0%
-	429	2.9%
5	426	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14583	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	2973	20.4%
1	2945	20.2%
3	2729	18.7%
8	1803	12.4%
9	1082	7.4%
0	742	5.1%
4	597	4.1%
6	439	3.0%
-	429	2.9%
5	426	2.9%

지번주소
Text

Distinct	1359
Distinct (%)	57.6%
Missing	3
Missing (%)	0.1%
Memory size	18.6 KiB

Length

Max length	60
Median length	49
Mean length	28.980076
Min length	16

Characters and Unicode

Total characters	68364
Distinct characters	365
Distinct categories	12 ?
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	1092 ?
Unique (%)	46.3%

Sample

1st row	서울특별시 도봉구 창동 *-번지
2nd row	서울특별시 도봉구 창동 *-번지 *층
3rd row	서울특별시 도봉구 도봉동 *-번지
4th row	서울특별시 도봉구 창동 *-
5th row	서울특별시 도봉구 쌍문동 *번지 삼환웨딩프라자 빌딩 *호

Value	Count	Frequency (%)
서울특별시	2359	17.7%
도봉구	2357	17.7%
번지	1438	10.8%
호	1006	7.6%
	942	7.1%
창동	901	6.8%
층	587	4.4%
방학동	552	4.1%
쌍문동	534	4.0%
동	464	3.5%
Other values (844)	2163	16.3%

Most occurring characters

Value	Count	Frequency (%)
*	15415	22.5%
	12230	17.9%
동	3150	4.6%
도	2828	4.1%
봉	2818	4.1%
시	2392	3.5%
구	2379	3.5%
서	2378	3.5%
울	2365	3.5%
별	2360	3.5%
Other values (355)	20049	29.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	37789	55.3%
Other Punctuation	15640	22.9%
Space Separator	12230	17.9%
Dash Punctuation	1733	2.5%
Decimal Number	327	0.5%
Lowercase Letter	310	0.5%
Uppercase Letter	200	0.3%
Open Punctuation	62	0.1%
Close Punctuation	62	0.1%
Other Symbol	8	< 0.1%
Other values (2)	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	3150	8.3%
도	2828	7.5%
봉	2818	7.5%
시	2392	6.3%
구	2379	6.3%
서	2378	6.3%
울	2365	6.3%
별	2360	6.2%
특	2359	6.2%
지	1704	4.5%
Other values (288)	13056	34.5%

Lowercase Letter

Value	Count	Frequency (%)
w	63	20.3%
o	38	12.3%
c	26	8.4%
k	23	7.4%
r	20	6.5%
a	19	6.1%
e	19	6.1%
m	15	4.8%
t	12	3.9%
n	11	3.5%
Other values (12)	64	20.6%

Uppercase Letter

Value	Count	Frequency (%)
B	59	29.5%
A	33	16.5%
S	27	13.5%
E	14	7.0%
Y	10	5.0%
O	8	4.0%
W	7	3.5%
D	7	3.5%
C	5	2.5%
T	5	2.5%
Other values (10)	25	12.5%

Decimal Number

Value	Count	Frequency (%)
1	60	18.3%
0	49	15.0%
3	45	13.8%
2	34	10.4%
5	33	10.1%
6	31	9.5%
4	27	8.3%
8	21	6.4%
7	15	4.6%
9	12	3.7%

Other Punctuation

Value	Count	Frequency (%)
*	15415	98.6%
@	99	0.6%
,	59	0.4%
.	58	0.4%
/	7	< 0.1%
&	1	< 0.1%
:	1	< 0.1%

Math Symbol

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

Space Separator

Value	Count	Frequency (%)
	12230	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1733	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	62	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	62	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	8	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	37797	55.3%
Common	30056	44.0%
Latin	511	0.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	3150	8.3%
도	2828	7.5%
봉	2818	7.5%
시	2392	6.3%
구	2379	6.3%
서	2378	6.3%
울	2365	6.3%
별	2360	6.2%
특	2359	6.2%
지	1704	4.5%
Other values (289)	13064	34.6%

Latin

Value	Count	Frequency (%)
w	63	12.3%
B	59	11.5%
o	38	7.4%
A	33	6.5%
S	27	5.3%
c	26	5.1%
k	23	4.5%
r	20	3.9%
a	19	3.7%
e	19	3.7%
Other values (33)	184	36.0%

Common

Value	Count	Frequency (%)
*	15415	51.3%
	12230	40.7%
-	1733	5.8%
@	99	0.3%
(	62	0.2%
)	62	0.2%
1	60	0.2%
,	59	0.2%
.	58	0.2%
0	49	0.2%
Other values (13)	229	0.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	37789	55.3%
ASCII	30566	44.7%
None	8	< 0.1%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
*	15415	50.4%
	12230	40.0%
-	1733	5.7%
@	99	0.3%
w	63	0.2%
(	62	0.2%
)	62	0.2%
1	60	0.2%
,	59	0.2%
B	59	0.2%
Other values (55)	724	2.4%

Hangul

Value	Count	Frequency (%)
동	3150	8.3%
도	2828	7.5%
봉	2818	7.5%
시	2392	6.3%
구	2379	6.3%
서	2378	6.3%
울	2365	6.3%
별	2360	6.2%
특	2359	6.2%
지	1704	4.5%
Other values (288)	13056	34.5%

None

Value	Count	Frequency (%)
㈜	8	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

도로명주소
Text

MISSING

Distinct	1354
Distinct (%)	71.2%
Missing	460
Missing (%)	19.5%
Memory size	18.6 KiB

Length

Max length	63
Median length	48
Mean length	35.727129
Min length	21

Characters and Unicode

Total characters	67953
Distinct characters	359
Distinct categories	12 ?
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	1100 ?
Unique (%)	57.8%

Sample

1st row	서울특별시 도봉구 덕릉로길 (창동)
2nd row	서울특별시 도봉구 도봉로*길 (도봉동)
3rd row	서울특별시 도봉구 노해로*길 (창동)
4th row	서울특별시 도봉구 도봉로 * (쌍문동,삼환웨딩프라자 빌딩 *호)
5th row	서울특별시 도봉구 방학로 **, 신우빌딩 층 (방학동)

Value	Count	Frequency (%)
서울특별시	1901	14.7%
도봉구	1900	14.7%
	1891	14.7%
호	957	7.4%
창동	651	5.0%
층	560	4.3%
동	448	3.5%
방학동	392	3.0%
쌍문동	382	3.0%
도봉로***길	323	2.5%
Other values (862)	3495	27.1%

Most occurring characters

Value	Count	Frequency (%)
*	13121	19.3%
	11002	16.2%
도	3023	4.4%
봉	2994	4.4%
동	2646	3.9%
,	2416	3.6%
시	2030	3.0%
)	1925	2.8%
(	1924	2.8%
서	1920	2.8%
Other values (349)	24952	36.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	36483	53.7%
Other Punctuation	15610	23.0%
Space Separator	11002	16.2%
Close Punctuation	1925	2.8%
Open Punctuation	1924	2.8%
Dash Punctuation	392	0.6%
Decimal Number	343	0.5%
Uppercase Letter	171	0.3%
Lowercase Letter	92	0.1%
Other Symbol	8	< 0.1%
Other values (2)	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
도	3023	8.3%
봉	2994	8.2%
동	2646	7.3%
시	2030	5.6%
서	1920	5.3%
구	1920	5.3%
울	1907	5.2%
별	1901	5.2%
특	1901	5.2%
로	1891	5.2%
Other values (285)	14350	39.3%

Lowercase Letter

Value	Count	Frequency (%)
w	12	13.0%
o	10	10.9%
r	8	8.7%
e	8	8.7%
k	8	8.7%
a	7	7.6%
c	6	6.5%
h	6	6.5%
p	5	5.4%
t	4	4.3%
Other values (10)	18	19.6%

Uppercase Letter

Value	Count	Frequency (%)
B	55	32.2%
A	30	17.5%
S	25	14.6%
E	12	7.0%
Y	10	5.8%
O	7	4.1%
C	5	2.9%
D	4	2.3%
R	4	2.3%
Q	3	1.8%
Other values (9)	16	9.4%

Decimal Number

Value	Count	Frequency (%)
1	73	21.3%
0	52	15.2%
2	45	13.1%
4	39	11.4%
3	35	10.2%
6	26	7.6%
5	24	7.0%
8	20	5.8%
9	19	5.5%
7	10	2.9%

Other Punctuation

Value	Count	Frequency (%)
*	13121	84.1%
,	2416	15.5%
@	52	0.3%
.	15	0.1%
/	4	< 0.1%
&	1	< 0.1%
:	1	< 0.1%

Math Symbol

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

Space Separator

Value	Count	Frequency (%)
	11002	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1925	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1924	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	392	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	8	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	36491	53.7%
Common	31198	45.9%
Latin	264	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
도	3023	8.3%
봉	2994	8.2%
동	2646	7.3%
시	2030	5.6%
서	1920	5.3%
구	1920	5.3%
울	1907	5.2%
별	1901	5.2%
특	1901	5.2%
로	1891	5.2%
Other values (286)	14358	39.3%

Latin

Value	Count	Frequency (%)
B	55	20.8%
A	30	11.4%
S	25	9.5%
w	12	4.5%
E	12	4.5%
o	10	3.8%
Y	10	3.8%
r	8	3.0%
e	8	3.0%
k	8	3.0%
Other values (30)	86	32.6%

Common

Value	Count	Frequency (%)
*	13121	42.1%
	11002	35.3%
,	2416	7.7%
)	1925	6.2%
(	1924	6.2%
-	392	1.3%
1	73	0.2%
@	52	0.2%
0	52	0.2%
2	45	0.1%
Other values (13)	196	0.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	36483	53.7%
ASCII	31461	46.3%
None	8	< 0.1%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
*	13121	41.7%
	11002	35.0%
,	2416	7.7%
)	1925	6.1%
(	1924	6.1%
-	392	1.2%
1	73	0.2%
B	55	0.2%
@	52	0.2%
0	52	0.2%
Other values (52)	449	1.4%

Hangul

Value	Count	Frequency (%)
도	3023	8.3%
봉	2994	8.2%
동	2646	7.3%
시	2030	5.6%
서	1920	5.3%
구	1920	5.3%
울	1907	5.2%
별	1901	5.2%
특	1901	5.2%
로	1891	5.2%
Other values (285)	14350	39.3%

None

Value	Count	Frequency (%)
㈜	8	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING SKEWED

Distinct	185
Distinct (%)	9.8%
Missing	467
Missing (%)	19.8%
Infinite	0
Infinite (%)	0.0%
Mean	1402.4781

Minimum	1073
Maximum	24059
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	20.9 KiB

Quantile statistics

Minimum	1073
5-th percentile	1307
Q1	1342
median	1395
Q3	1433.5
95-th percentile	1473
Maximum	24059
Range	22986
Interquartile range (IQR)	91.5

Descriptive statistics

Standard deviation	523.51981
Coefficient of variation (CV)	0.37328198
Kurtosis	1854.9554
Mean	1402.4781
Median Absolute Deviation (MAD)	46
Skewness	42.840088
Sum	2657696
Variance	274072.99
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1414	52	2.2%
1318	44	1.9%
1454	35	1.5%
1332	35	1.5%
1405	32	1.4%
1413	30	1.3%
1421	27	1.1%
1402	26	1.1%
1303	26	1.1%
1399	24	1.0%
Other values (175)	1564	66.2%
(Missing)	467	19.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1073	1	< 0.1%
1300	3	0.1%
1301	7	0.3%
1302	10	0.4%
1303	26	1.1%
1304	10	0.4%
1305	12	0.5%
1306	19	0.8%
1307	12	0.5%
1308	10	0.4%

Value	Count	Frequency (%)
24059	1	< 0.1%
1489	15	0.6%
1488	4	0.2%
1487	12	0.5%
1486	2	0.1%
1484	8	0.3%
1483	1	< 0.1%
1482	2	0.1%
1481	6	0.3%
1480	5	0.2%

사업장명
Text

Distinct	2094
Distinct (%)	88.7%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

Length

Max length	30
Median length	26
Mean length	6.5393734
Min length	1

Characters and Unicode

Total characters	15446
Distinct characters	706
Distinct categories	9 ?
Distinct scripts	4 ?
Distinct blocks	3 ?

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

Unique

Unique	1980 ?
Unique (%)	83.8%

Sample

1st row	명자다이어트
2nd row	미건의료기(창동점)
3rd row	광동메디칼도봉지점
4th row	(주)이마트
5th row	아모레도봉특약점

Value	Count	Frequency (%)
아모레카운셀러	54	1.9%
하이리빙	35	1.3%
주식회사	33	1.2%
gs25	21	0.8%
창동점	18	0.6%
방학점	13	0.5%
다이어트	13	0.5%
암웨이	12	0.4%
애터미	12	0.4%
허브스토리	11	0.4%
Other values (2256)	2559	92.0%

Most occurring characters

Value	Count	Frequency (%)
이	679	4.4%
스	443	2.9%
	419	2.7%
리	329	2.1%
)	289	1.9%
(	281	1.8%
점	278	1.8%
아	252	1.6%
주	242	1.6%
트	236	1.5%
Other values (696)	11998	77.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	13271	85.9%
Uppercase Letter	443	2.9%
Lowercase Letter	434	2.8%
Space Separator	419	2.7%
Close Punctuation	289	1.9%
Open Punctuation	281	1.8%
Decimal Number	249	1.6%
Other Punctuation	46	0.3%
Dash Punctuation	14	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	679	5.1%
스	443	3.3%
리	329	2.5%
점	278	2.1%
아	252	1.9%
주	242	1.8%
트	236	1.8%
어	188	1.4%
브	169	1.3%
사	165	1.2%
Other values (626)	10290	77.5%

Lowercase Letter

Value	Count	Frequency (%)
e	50	11.5%
a	44	10.1%
o	38	8.8%
n	33	7.6%
t	33	7.6%
r	27	6.2%
i	25	5.8%
s	24	5.5%
w	19	4.4%
m	17	3.9%
Other values (15)	124	28.6%

Uppercase Letter

Value	Count	Frequency (%)
S	81	18.3%
G	48	10.8%
A	32	7.2%
H	24	5.4%
N	24	5.4%
B	21	4.7%
I	20	4.5%
C	19	4.3%
D	19	4.3%
O	17	3.8%
Other values (14)	138	31.2%

Decimal Number

Value	Count	Frequency (%)
2	72	28.9%
5	68	27.3%
0	20	8.0%
1	20	8.0%
4	19	7.6%
9	16	6.4%
3	15	6.0%
6	13	5.2%
8	3	1.2%
7	3	1.2%

Other Punctuation

Value	Count	Frequency (%)
.	20	43.5%
&	11	23.9%
,	7	15.2%
?	4	8.7%
'	2	4.3%
;	1	2.2%
!	1	2.2%

Space Separator

Value	Count	Frequency (%)
	419	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	289	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	281	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	14	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	13270	85.9%
Common	1298	8.4%
Latin	877	5.7%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	679	5.1%
스	443	3.3%
리	329	2.5%
점	278	2.1%
아	252	1.9%
주	242	1.8%
트	236	1.8%
어	188	1.4%
브	169	1.3%
사	165	1.2%
Other values (625)	10289	77.5%

Latin

Value	Count	Frequency (%)
S	81	9.2%
e	50	5.7%
G	48	5.5%
a	44	5.0%
o	38	4.3%
n	33	3.8%
t	33	3.8%
A	32	3.6%
r	27	3.1%
i	25	2.9%
Other values (39)	466	53.1%

Common

Value	Count	Frequency (%)
	419	32.3%
)	289	22.3%
(	281	21.6%
2	72	5.5%
5	68	5.2%
0	20	1.5%
1	20	1.5%
.	20	1.5%
4	19	1.5%
9	16	1.2%
Other values (11)	74	5.7%

Han

Value	Count	Frequency (%)
愛	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	13270	85.9%
ASCII	2175	14.1%
CJK	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	679	5.1%
스	443	3.3%
리	329	2.5%
점	278	2.1%
아	252	1.9%
주	242	1.8%
트	236	1.8%
어	188	1.4%
브	169	1.3%
사	165	1.2%
Other values (625)	10289	77.5%

ASCII

Value	Count	Frequency (%)
	419	19.3%
)	289	13.3%
(	281	12.9%
S	81	3.7%
2	72	3.3%
5	68	3.1%
e	50	2.3%
G	48	2.2%
a	44	2.0%
o	38	1.7%
Other values (60)	785	36.1%

CJK

Value	Count	Frequency (%)
愛	1	100.0%

최종수정일자
Date

Distinct	2265
Distinct (%)	95.9%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

Minimum	2004-03-20 00:00:00
Maximum	2024-05-09 14:26:42

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

I	1456
U	906

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	1456	61.6%
U	906	38.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	1456	61.6%
u	906	38.4%

데이터갱신일자
Date

Distinct	685
Distinct (%)	29.0%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-05 00:05:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2362
Missing (%)	100.0%
Memory size	20.9 KiB

좌표정보(X)
Real number (ℝ)

Distinct	1196
Distinct (%)	51.0%
Missing	15
Missing (%)	0.6%
Infinite	0
Infinite (%)	0.0%
Mean	203407.31

Minimum	201076.85
Maximum	238219.41
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	20.9 KiB

Quantile statistics

Minimum	201076.85
5-th percentile	202160.39
Q1	202976.96
median	203439.45
Q3	203941.61
95-th percentile	204383.78
Maximum	238219.41
Range	37142.553
Interquartile range (IQR)	964.64807

Descriptive statistics

Standard deviation	1004.689
Coefficient of variation (CV)	0.0049392967
Kurtosis	613.83584
Mean	203407.31
Median Absolute Deviation (MAD)	481.56387
Skewness	17.493162
Sum	4.7739695 × 10⁸
Variance	1009400.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
204169.847670316	40	1.7%
203348.210556651	32	1.4%
204413.616574592	32	1.4%
203831.240616823	27	1.1%
204192.915094501	22	0.9%
203780.770313219	18	0.8%
202999.2675169	18	0.8%
203790.013568785	18	0.8%
203242.968498731	17	0.7%
202625.589439164	17	0.7%
Other values (1186)	2106	89.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
201076.85313831	2	0.1%
201080.934192453	1	< 0.1%
201098.761383515	1	< 0.1%
201103.54012205	4	0.2%
201104.585304581	1	< 0.1%
201112.008025201	2	0.1%
201122.155870704	2	0.1%
201128.59404573	1	< 0.1%
201130.167615522	1	< 0.1%
201141.657871469	1	< 0.1%

Value	Count	Frequency (%)
238219.406104324	1	< 0.1%
205295.96383496	1	< 0.1%
204682.545958314	1	< 0.1%
204674.438928377	6	0.3%
204641.872260793	14	0.6%
204623.018873403	2	0.1%
204571.128614151	7	0.3%
204569.769384803	2	0.1%
204510.908809878	2	0.1%
204506.921108086	4	0.2%

좌표정보(Y)
Real number (ℝ)

Distinct	1196
Distinct (%)	51.0%
Missing	15
Missing (%)	0.6%
Infinite	0
Infinite (%)	0.0%
Mean	461827.06

Minimum	458966.84
Maximum	526275.34
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	20.9 KiB

Quantile statistics

Minimum	458966.84
5-th percentile	459817.77
Q1	460855.12
median	461632.33
Q3	462628.03
95-th percentile	464514.89
Maximum	526275.34
Range	67308.508
Interquartile range (IQR)	1772.9086

Descriptive statistics

Standard deviation	1890.0646
Coefficient of variation (CV)	0.004092581
Kurtosis	575.41316
Mean	461827.06
Median Absolute Deviation (MAD)	887.53242
Skewness	17.06104
Sum	1.0839081 × 10⁹
Variance	3572344.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
464814.717432497	40	1.7%
461557.310544671	32	1.4%
461378.588676784	32	1.4%
460855.122289493	27	1.1%
461653.03000502	22	0.9%
461726.003547675	18	0.8%
460616.701327584	18	0.8%
462495.417040876	18	0.8%
460001.081136921	17	0.7%
460395.256601978	17	0.7%
Other values (1186)	2106	89.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
458966.835132155	1	< 0.1%
459009.265716602	2	0.1%
459019.059992346	1	< 0.1%
459045.100013686	2	0.1%
459052.547149504	2	0.1%
459052.90411219	1	< 0.1%
459054.652119336	1	< 0.1%
459076.349555381	1	< 0.1%
459117.006622619	1	< 0.1%
459124.768666401	2	0.1%

Value	Count	Frequency (%)
526275.343392409	1	< 0.1%
465405.33344411	1	< 0.1%
465134.101701726	1	< 0.1%
465123.841705959	1	< 0.1%
465122.344733894	1	< 0.1%
465115.162846828	1	< 0.1%
465106.406054016	2	0.1%
465076.350406458	1	< 0.1%
465042.493324016	1	< 0.1%
465034.646663463	1	< 0.1%

위생업태명
Categorical

Distinct	8
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

영업장판매	789
<NA>	625
전자상거래(통신판매업)	357
방문판매	266
통신판매	193
Other values (3)	132

Length

Max length	12
Median length	7
Mean length	5.6071126
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업장판매	789	33.4%
<NA>	625	26.5%
전자상거래(통신판매업)	357	15.1%
방문판매	266	11.3%
통신판매	193	8.2%
다단계판매	121	5.1%
도매업(유통)	8	0.3%
전화권유판매	3	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업장판매	789	33.4%
na	625	26.5%
전자상거래(통신판매업	357	15.1%
방문판매	266	11.3%
통신판매	193	8.2%
다단계판매	121	5.1%
도매업(유통	8	0.3%
전화권유판매	3	0.1%

남성종사자수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

<NA>	2227
0	135

Length

Max length	4
Median length	4
Mean length	3.8285351
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	2227	94.3%
0	135	5.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2227	94.3%
0	135	5.7%

여성종사자수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

<NA>	2227
0	135

Length

Max length	4
Median length	4
Mean length	3.8285351
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	2227	94.3%
0	135	5.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2227	94.3%
0	135	5.7%

영업장주변구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2362
Missing (%)	100.0%
Memory size	20.9 KiB

등급구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2362
Missing (%)	100.0%
Memory size	20.9 KiB

급수시설구분명
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

<NA>	2292
상수도전용	70

Length

Max length	5
Median length	4
Mean length	4.0296359
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	2292	97.0%
상수도전용	70	3.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2292	97.0%
상수도전용	70	3.0%

총인원
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

<NA>	2230
0	132

Length

Max length	4
Median length	4
Mean length	3.8323455
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	2230	94.4%
0	132	5.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2230	94.4%
0	132	5.6%

본사종업원수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

<NA>	1811
0	550
1	1

Length

Max length	4
Median length	4
Mean length	3.3001693
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	1811	76.7%
0	550	23.3%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1811	76.7%
0	550	23.3%
1	1	< 0.1%

공장사무직종업원수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

<NA>	1810
0	551
1	1

Length

Max length	4
Median length	4
Mean length	3.2988992
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	1810	76.6%
0	551	23.3%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1810	76.6%
0	551	23.3%
1	1	< 0.1%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

<NA>	1810
0	546
1	5
2	1

Length

Max length	4
Median length	4
Mean length	3.2988992
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	1810	76.6%
0	546	23.1%
1	5	0.2%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1810	76.6%
0	546	23.1%
1	5	0.2%
2	1	< 0.1%

공장생산직종업원수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

<NA>	1811
0	551

Length

Max length	4
Median length	4
Mean length	3.3001693
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	1811	76.7%
0	551	23.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1811	76.7%
0	551	23.3%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

<NA>	1508
자가	431
임대	423

Length

Max length	4
Median length	4
Mean length	3.276884
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1508	63.8%
자가	431	18.2%
임대	423	17.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1508	63.8%
자가	431	18.2%
임대	423	17.9%

보증액
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

<NA>	2074
0	286
25000000	1
10000000	1

Length

Max length	8
Median length	4
Mean length	3.6401355
Min length	1

Unique

Unique	2 ?
Unique (%)	0.1%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	2074	87.8%
0	286	12.1%
25000000	1	< 0.1%
10000000	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2074	87.8%
0	286	12.1%
25000000	1	< 0.1%
10000000	1	< 0.1%

월세액
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

<NA>	2074
0	286
1000000	1
1100000	1

Length

Max length	7
Median length	4
Mean length	3.6392887
Min length	1

Unique

Unique	2 ?
Unique (%)	0.1%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	2074	87.8%
0	286	12.1%
1000000	1	< 0.1%
1100000	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2074	87.8%
0	286	12.1%
1000000	1	< 0.1%
1100000	1	< 0.1%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.1%
Missing	624
Missing (%)	26.4%
Memory size	4.7 KiB

False	1738
(Missing)	624

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1738	73.6%
(Missing)	624	26.4%

시설총규모
Real number (ℝ)

MISSING ZEROS

Distinct	89
Distinct (%)	5.1%
Missing	624
Missing (%)	26.4%
Infinite	0
Infinite (%)	0.0%
Mean	4.6163751

Minimum	0
Maximum	739
Zeros	1572
Zeros (%)	66.6%
Negative	0
Negative (%)	0.0%
Memory size	20.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	26.06
Maximum	739
Range	739
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	29.406333
Coefficient of variation (CV)	6.370005
Kurtosis	373.74032
Mean	4.6163751
Median Absolute Deviation (MAD)	0
Skewness	16.912455
Sum	8023.26
Variance	864.73241
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1572	66.6%
33.0	17	0.7%
3.3	11	0.5%
24.0	6	0.3%
30.0	5	0.2%
15.0	5	0.2%
26.4	5	0.2%
49.5	4	0.2%
9.9	4	0.2%
26.0	4	0.2%
Other values (79)	105	4.4%
(Missing)	624	26.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1572	66.6%
1.0	1	< 0.1%
2.4	1	< 0.1%
3.3	11	0.5%
4.0	1	< 0.1%
4.95	1	< 0.1%
5.0	1	< 0.1%
6.0	2	0.1%
6.27	1	< 0.1%
6.6	2	0.1%

Value	Count	Frequency (%)
739.0	1	< 0.1%
660.0	1	< 0.1%
275.52	1	< 0.1%
198.0	2	0.1%
176.0	1	< 0.1%
168.0	1	< 0.1%
156.0	1	< 0.1%
136.65	1	< 0.1%
132.0	1	< 0.1%
128.0	1	< 0.1%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2362
Missing (%)	100.0%
Memory size	20.9 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2362
Missing (%)	100.0%
Memory size	20.9 KiB

홈페이지
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

<NA>	2361
9045003	1

Length

Max length	7
Median length	4
Mean length	4.0012701
Min length	4

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	2361	> 99.9%
9045003	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2361	> 99.9%
9045003	1	< 0.1%

First rows
Last rows

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	위생업태명	남성종사자수	여성종사자수	영업장주변구분명	등급구분명	급수시설구분명	총인원	본사종업원수	공장사무직종업원수	공장판매직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지
0	3090000	3090000-134-2003-00001	20081106	<NA>	3	폐업	2	폐업	20180226	<NA>	<NA>	<NA>	02 990 3128	.00	132918	서울특별시 도봉구 창동 *-번지	서울특별시 도봉구 덕릉로길 (창동)	1470	명자다이어트	2018-02-26 13:19:37	I	2018-08-31 23:59:59.0	<NA>	203220.921406	459746.924431	방문판매	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	자가	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
1	3090000	3090000-134-2004-00001	20040319	<NA>	3	폐업	2	폐업	20070131	<NA>	<NA>	<NA>	02 9947785	<NA>	132904	서울특별시 도봉구 창동 *-번지 *층	<NA>	<NA>	미건의료기(창동점)	2004-03-20 00:00:00	I	2018-08-31 23:59:59.0	<NA>	203471.182492	461627.080914	영업장판매	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
2	3090000	3090000-134-2004-00002	20040407	<NA>	3	폐업	2	폐업	20181127	<NA>	<NA>	<NA>	<NA>	<NA>	132821	서울특별시 도봉구 도봉동 *-번지	서울특별시 도봉구 도봉로*길 (도봉동)	1327	광동메디칼도봉지점	2018-11-27 17:46:54	U	2018-11-29 02:40:00.0	<NA>	203946.932869	463378.76703	영업장판매	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
3	3090000	3090000-134-2004-00003	2004-04-12	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 9011234	<NA>	132-904	서울특별시 도봉구 창동 *-	서울특별시 도봉구 노해로*길 (창동)	1405	(주)이마트	2024-04-12 11:15:49	U	2023-12-03 23:04:00.0	<NA>	204107.090272	461072.642449	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4	3090000	3090000-134-2004-00004	20040420	<NA>	3	폐업	2	폐업	20160617	<NA>	<NA>	<NA>	02 9920360	233.00	132893	서울특별시 도봉구 쌍문동 *번지 삼환웨딩프라자 빌딩 *호	서울특별시 도봉구 도봉로 * (쌍문동,삼환웨딩프라자 빌딩 *호)	1432	아모레도봉특약점	2016-06-17 17:48:02	I	2018-08-31 23:59:59.0	<NA>	203348.210557	461557.310545	영업장판매	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	자가	0	0	N	0.0	<NA>	<NA>	<NA>
5	3090000	3090000-134-2004-00005	20040426	<NA>	3	폐업	2	폐업	20080416	<NA>	<NA>	<NA>	0233920271	24.00	132864	서울특별시 도봉구 쌍문동 *-번지	<NA>	<NA>	(주)하이리빙 강북지점	2007-05-09 00:00:00	I	2018-08-31 23:59:59.0	<NA>	202708.520221	460186.02138	영업장판매	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	자가	0	0	N	0.0	<NA>	<NA>	<NA>
6	3090000	3090000-134-2004-00006	20040504	<NA>	3	폐업	2	폐업	20050822	<NA>	<NA>	<NA>	02 9922006	33.00	132918	서울특별시 도봉구 창동 *-번지	<NA>	<NA>	대상 웰라이프 도봉점	2004-05-04 00:00:00	I	2018-08-31 23:59:59.0	<NA>	203137.482344	459830.779556	영업장판매	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	임대	0	0	N	0.0	<NA>	<NA>	<NA>
7	3090000	3090000-134-2004-00007	2004-05-17	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	197.42	132-850	서울특별시 도봉구 방학동 *-	서울특별시 도봉구 방학로 **, 신우빌딩 층 (방학동)	1345	아모레도봉제일특약점	2023-12-08 14:26:27	U	2022-11-01 23:00:00.0	<NA>	203502.673698	462296.379602	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8	3090000	3090000-134-2004-00008	20040518	<NA>	3	폐업	2	폐업	20060404	<NA>	<NA>	<NA>	02 9036268	165.00	132711	서울특별시 도봉구 창동 *번지 제일빌딩 층	<NA>	<NA>	남양알로에 창동영업국	2004-05-18 00:00:00	I	2018-08-31 23:59:59.0	<NA>	204462.811446	461156.296425	방문판매	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	자가	0	0	N	0.0	<NA>	<NA>	<NA>
9	3090000	3090000-134-2004-00009	20040518	<NA>	3	폐업	2	폐업	20060829	<NA>	<NA>	<NA>	02 9966963	59.40	132919	서울특별시 도봉구 창동 *-번지 *층	<NA>	<NA>	초이스정보	2004-05-18 00:00:00	I	2018-08-31 23:59:59.0	<NA>	203406.89009	460123.978283	전자상거래(통신판매업)	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	자가	0	0	N	0.0	<NA>	<NA>	<NA>

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	위생업태명	남성종사자수	여성종사자수	영업장주변구분명	등급구분명	급수시설구분명	총인원	본사종업원수	공장사무직종업원수	공장판매직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지
2352	3090000	3090000-134-2024-00032	2024-04-09	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	132-816	서울특별시 도봉구 도봉동 *** 지층	서울특별시 도봉구 도봉로*가길 , 지층 (도봉동)	1313	스파클	2024-04-09 14:23:22	I	2023-12-03 23:01:00.0	<NA>	203488.978821	464143.085548	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2353	3090000	3090000-134-2024-00033	2024-04-12	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	132-734	서울특별시 도봉구 창동 *- 성원아파트 층 동 호	서울특별시 도봉구 마들로길 , *동 층 *호 (창동, 성원아파트)	1408	제이제이 글로벌	2024-04-15 09:36:12	I	2023-12-03 23:07:00.0	<NA>	204322.735946	462047.520465	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2354	3090000	3090000-134-2024-00034	2024-04-22	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	132-822	서울특별시 도봉구 도봉동 *** *층	서울특별시 도봉구 마들로 **, 층 (도봉동)	1330	(주)스테오	2024-04-22 14:25:10	I	2023-12-03 22:04:00.0	<NA>	204052.949128	463179.786985	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2355	3090000	3090000-134-2024-00035	2024-04-22	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	132-904	서울특별시 도봉구 창동 *- M&W빌딩 *층	서울특별시 도봉구 해등로 **, M&W빌딩 층 (창동)	1401	다비치안경 창동점	2024-04-22 15:04:08	I	2023-12-03 22:04:00.0	<NA>	203456.527132	461595.099133	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2356	3090000	3090000-134-2024-00036	2024-04-25	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 991 5583	<NA>	132-864	서울특별시 도봉구 쌍문동 *- 우림빌딩	서울특별시 도봉구 도봉로 **, 우림빌딩 층 (쌍문동)	1447	서울이지아동발달클리닉	2024-04-26 15:56:54	I	2023-12-03 22:08:00.0	<NA>	202871.080505	460522.031749	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2357	3090000	3090000-134-2024-00037	2024-04-29	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	132-917	서울특별시 도봉구 창동 *-	서울특별시 도봉구 덕릉로*길 -*, 지층 (창동)	1473	우리건강 지킴	2024-04-29 13:37:13	I	2023-12-05 00:01:00.0	<NA>	203433.904789	459706.680749	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2358	3090000	3090000-134-2024-00038	2024-04-30	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	3.30	132-863	서울특별시 도봉구 쌍문동 -* *층	서울특별시 도봉구 노해로 **, 층 (쌍문동)	1440	혜당 생활과학 의료기	2024-04-30 16:14:08	I	2023-12-05 00:02:00.0	<NA>	203086.031717	461022.886643	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2359	3090000	3090000-134-2024-00039	2024-05-02	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	132-901	서울특별시 도봉구 창동 주공단지아파트 **동 **호	서울특별시 도봉구 덕릉로길 , **동 호 (창동, 주공단지아파트)	1489	별가온	2024-05-02 14:01:51	I	2023-12-05 00:04:00.0	<NA>	204641.872261	460205.497135	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2360	3090000	3090000-134-2024-00040	2024-05-07	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	132-694	서울특별시 도봉구 방학동 **- ESA 아파트 *동 *호	서울특별시 도봉구 도봉로*길 , *동 *호 (방학동, ESA 아파트)	1332	미뢰	2024-05-08 09:35:06	I	2023-12-04 23:01:00.0	<NA>	203890.49271	462686.077388	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2361	3090000	3090000-134-2024-00041	2024-05-08	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	3.30	132-925	서울특별시 도봉구 창동 *- YS타워 지층	서울특별시 도봉구 도봉로*길 , YS타워 지층 (창동)	1456	창동 힐링 점핑	2024-05-08 14:37:59	I	2023-12-04 23:01:00.0	<NA>	203243.218395	460451.726155	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

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

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

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

Space Separator

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

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

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

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Math Symbol

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Other Symbol

Letter Number

Most occurring scripts

Most frequent character per script

Hangul

Latin