gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	432
Missing cells	4169
Missing cells (%)	21.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	158.3 KiB
Average record size in memory	375.3 B

Variable types

Categorical	20
Text	7
DateTime	4
Unsupported	7
Numeric	5
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	강동구
URL	https://data.seoul.go.kr/dataList/OA-18026/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`남성종사자수` is highly imbalanced (67.4%)	Imbalance
`영업장주변구분명` is highly imbalanced (67.6%)	Imbalance
`등급구분명` is highly imbalanced (56.7%)	Imbalance
`총인원` is highly imbalanced (89.4%)	Imbalance
`본사종업원수` is highly imbalanced (58.4%)	Imbalance
`공장사무직종업원수` is highly imbalanced (89.4%)	Imbalance
`공장판매직종업원수` is highly imbalanced (89.4%)	Imbalance
`공장생산직종업원수` is highly imbalanced (89.4%)	Imbalance
`건물소유구분명` is highly imbalanced (82.5%)	Imbalance
`인허가취소일자` has 432 (100.0%) missing values	Missing
`폐업일자` has 285 (66.0%) missing values	Missing
`휴업시작일자` has 432 (100.0%) missing values	Missing
`휴업종료일자` has 432 (100.0%) missing values	Missing
`재개업일자` has 432 (100.0%) missing values	Missing
`전화번호` has 57 (13.2%) missing values	Missing
`소재지면적` has 46 (10.6%) missing values	Missing
`도로명주소` has 44 (10.2%) missing values	Missing
`도로명우편번호` has 48 (11.1%) missing values	Missing
`좌표정보(X)` has 9 (2.1%) missing values	Missing
`좌표정보(Y)` has 9 (2.1%) missing values	Missing
`여성종사자수` has 373 (86.3%) missing values	Missing
`다중이용업소여부` has 137 (31.7%) missing values	Missing
`시설총규모` has 137 (31.7%) missing values	Missing
`전통업소지정번호` has 432 (100.0%) missing values	Missing
`전통업소주된음식` has 432 (100.0%) missing values	Missing
`홈페이지` has 432 (100.0%) missing values	Missing
`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
`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
`홈페이지` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`여성종사자수` has 44 (10.2%) zeros	Zeros
`시설총규모` has 91 (21.1%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 05:37:35.781237
Analysis finished	2024-05-11 05:37:37.076540
Duration	1.3 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

3240000	432

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3240000
2nd row	3240000
3rd row	3240000
4th row	3240000
5th row	3240000

Common Values

Value	Count	Frequency (%)
3240000	432	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3240000	432	100.0%

관리번호
Text

UNIQUE

Distinct	432
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

Length

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

Characters and Unicode

Total characters	9504
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	432 ?
Unique (%)	100.0%

Sample

1st row	3240000-105-1899-00073
2nd row	3240000-105-1972-00011
3rd row	3240000-105-1979-00028
4th row	3240000-105-1985-00010
5th row	3240000-105-1989-00020

Value	Count	Frequency (%)
3240000-105-1899-00073	1	0.2%
3240000-105-2012-00021	1	0.2%
3240000-105-2013-00011	1	0.2%
3240000-105-2013-00010	1	0.2%
3240000-105-2013-00009	1	0.2%
3240000-105-2013-00008	1	0.2%
3240000-105-2013-00007	1	0.2%
3240000-105-2013-00006	1	0.2%
3240000-105-2013-00005	1	0.2%
3240000-105-2013-00004	1	0.2%
Other values (422)	422	97.7%

Most occurring characters

Value	Count	Frequency (%)
0	4239	44.6%
-	1296	13.6%
2	950	10.0%
1	873	9.2%
5	579	6.1%
3	533	5.6%
4	522	5.5%
9	250	2.6%
6	90	0.9%
8	88	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8208	86.4%
Dash Punctuation	1296	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4239	51.6%
2	950	11.6%
1	873	10.6%
5	579	7.1%
3	533	6.5%
4	522	6.4%
9	250	3.0%
6	90	1.1%
8	88	1.1%
7	84	1.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1296	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	9504	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4239	44.6%
-	1296	13.6%
2	950	10.0%
1	873	9.2%
5	579	6.1%
3	533	5.6%
4	522	5.5%
9	250	2.6%
6	90	0.9%
8	88	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9504	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4239	44.6%
-	1296	13.6%
2	950	10.0%
1	873	9.2%
5	579	6.1%
3	533	5.6%
4	522	5.5%
9	250	2.6%
6	90	0.9%
8	88	0.9%

인허가일자
Date

Distinct	357
Distinct (%)	82.6%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

Minimum	1972-06-19 00:00:00
Maximum	2024-04-30 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	432
Missing (%)	100.0%
Memory size	3.9 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

1	285
3	147

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	285	66.0%
3	147	34.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	285	66.0%
3	147	34.0%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

영업/정상	285
폐업	147

Length

Max length	5
Median length	5
Mean length	3.9791667
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	285	66.0%
폐업	147	34.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	285	66.0%
폐업	147	34.0%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

1	285
2	147

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	285	66.0%
2	147	34.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	285	66.0%
2	147	34.0%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

영업	285
폐업	147

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업	285	66.0%
폐업	147	34.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업	285	66.0%
폐업	147	34.0%

폐업일자
Date

MISSING

Distinct	125
Distinct (%)	85.0%
Missing	285
Missing (%)	66.0%
Memory size	3.5 KiB

Minimum	1996-06-21 00:00:00
Maximum	2023-08-23 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	432
Missing (%)	100.0%
Memory size	3.9 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	432
Missing (%)	100.0%
Memory size	3.9 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	432
Missing (%)	100.0%
Memory size	3.9 KiB

전화번호
Text

MISSING

Distinct	358
Distinct (%)	95.5%
Missing	57
Missing (%)	13.2%
Memory size	3.5 KiB

Length

Max length	12
Median length	10
Mean length	10.674667
Min length	1

Characters and Unicode

Total characters	4003
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	349 ?
Unique (%)	93.1%

Sample

1st row	02 34268086
2nd row	02 4782939
3rd row	02 4280870
4th row	02 4279734
5th row	0222248128

Value	Count	Frequency (%)
02	307	38.2%
428	13	1.6%
441	11	1.4%
426	10	1.2%
474	8	1.0%
473	6	0.7%
477	5	0.6%
470	5	0.6%
02470	5	0.6%
489	5	0.6%
Other values (388)	428	53.3%

Most occurring characters

Value	Count	Frequency (%)
2	724	18.1%
0	674	16.8%
	594	14.8%
4	507	12.7%
7	287	7.2%
1	259	6.5%
8	225	5.6%
3	224	5.6%
5	191	4.8%
6	181	4.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3409	85.2%
Space Separator	594	14.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	724	21.2%
0	674	19.8%
4	507	14.9%
7	287	8.4%
1	259	7.6%
8	225	6.6%
3	224	6.6%
5	191	5.6%
6	181	5.3%
9	137	4.0%

Space Separator

Value	Count	Frequency (%)
	594	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4003	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	724	18.1%
0	674	16.8%
	594	14.8%
4	507	12.7%
7	287	7.2%
1	259	6.5%
8	225	5.6%
3	224	5.6%
5	191	4.8%
6	181	4.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4003	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	724	18.1%
0	674	16.8%
	594	14.8%
4	507	12.7%
7	287	7.2%
1	259	6.5%
8	225	5.6%
3	224	5.6%
5	191	4.8%
6	181	4.5%

소재지면적
Text

MISSING

Distinct	243
Distinct (%)	63.0%
Missing	46
Missing (%)	10.6%
Memory size	3.5 KiB

Length

Max length	8
Median length	7
Mean length	4.8316062
Min length	3

Characters and Unicode

Total characters	1865
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	205 ?
Unique (%)	53.1%

Sample

1st row	281.37
2nd row	33.84
3rd row	20.80
4th row	22.78
5th row	62.94

Value	Count	Frequency (%)
00	57	14.8%
0.00	12	3.1%
13.20	11	2.8%
6.60	8	2.1%
9.90	6	1.6%
16.50	6	1.6%
20.00	5	1.3%
10.00	4	1.0%
7.90	4	1.0%
19.80	4	1.0%
Other values (233)	269	69.7%

Most occurring characters

Value	Count	Frequency (%)
0	555	29.8%
.	386	20.7%
1	177	9.5%
2	135	7.2%
3	100	5.4%
6	96	5.1%
9	92	4.9%
5	92	4.9%
8	83	4.5%
4	74	4.0%
Other values (2)	75	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1476	79.1%
Other Punctuation	389	20.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	555	37.6%
1	177	12.0%
2	135	9.1%
3	100	6.8%
6	96	6.5%
9	92	6.2%
5	92	6.2%
8	83	5.6%
4	74	5.0%
7	72	4.9%

Other Punctuation

Value	Count	Frequency (%)
.	386	99.2%
,	3	0.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	1865	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	555	29.8%
.	386	20.7%
1	177	9.5%
2	135	7.2%
3	100	5.4%
6	96	5.1%
9	92	4.9%
5	92	4.9%
8	83	4.5%
4	74	4.0%
Other values (2)	75	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1865	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	555	29.8%
.	386	20.7%
1	177	9.5%
2	135	7.2%
3	100	5.4%
6	96	5.1%
9	92	4.9%
5	92	4.9%
8	83	4.5%
4	74	4.0%
Other values (2)	75	4.0%

소재지우편번호
Text

Distinct	123
Distinct (%)	28.5%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

Length

Max length	7
Median length	6
Mean length	6.2337963
Min length	6

Characters and Unicode

Total characters	2693
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	37 ?
Unique (%)	8.6%

Sample

1st row	134803
2nd row	134861
3rd row	134803
4th row	134837
5th row	134848

Value	Count	Frequency (%)
134100	22	5.1%
134825	14	3.2%
134814	13	3.0%
134861	12	2.8%
134837	11	2.5%
134850	10	2.3%
134830	10	2.3%
134-100	9	2.1%
134858	8	1.9%
134822	8	1.9%
Other values (113)	315	72.9%

Most occurring characters

Value	Count	Frequency (%)
1	551	20.5%
3	513	19.0%
4	513	19.0%
8	449	16.7%
0	196	7.3%
7	105	3.9%
5	104	3.9%
-	101	3.8%
6	72	2.7%
2	55	2.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2592	96.2%
Dash Punctuation	101	3.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	551	21.3%
3	513	19.8%
4	513	19.8%
8	449	17.3%
0	196	7.6%
7	105	4.1%
5	104	4.0%
6	72	2.8%
2	55	2.1%
9	34	1.3%

Dash Punctuation

Value	Count	Frequency (%)
-	101	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2693	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	551	20.5%
3	513	19.0%
4	513	19.0%
8	449	16.7%
0	196	7.3%
7	105	3.9%
5	104	3.9%
-	101	3.8%
6	72	2.7%
2	55	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2693	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	551	20.5%
3	513	19.0%
4	513	19.0%
8	449	16.7%
0	196	7.3%
7	105	3.9%
5	104	3.9%
-	101	3.8%
6	72	2.7%
2	55	2.0%

지번주소
Text

Distinct	411
Distinct (%)	95.1%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

Length

Max length	51
Median length	38
Mean length	22.842593
Min length	15

Characters and Unicode

Total characters	9868
Distinct characters	239
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	393 ?
Unique (%)	91.0%

Sample

1st row	서울특별시 강동구 고덕동 297-0
2nd row	서울특별시 강동구 천호동 26-18번지
3rd row	서울특별시 강동구 고덕동 298번지
4th row	서울특별시 강동구 상일동 179-0번지
5th row	서울특별시 강동구 성내동 451-0번지

Value	Count	Frequency (%)
서울특별시	432	22.7%
강동구	432	22.7%
천호동	69	3.6%
성내동	65	3.4%
암사동	55	2.9%
고덕동	49	2.6%
상일동	47	2.5%
길동	47	2.5%
명일동	43	2.3%
강일동	31	1.6%
Other values (526)	629	33.1%

Most occurring characters

Value	Count	Frequency (%)
	1760	17.8%
동	895	9.1%
강	492	5.0%
구	443	4.5%
서	442	4.5%
울	440	4.5%
시	439	4.4%
특	432	4.4%
별	432	4.4%
-	326	3.3%
Other values (229)	3767	38.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	5979	60.6%
Space Separator	1760	17.8%
Decimal Number	1748	17.7%
Dash Punctuation	326	3.3%
Uppercase Letter	25	0.3%
Open Punctuation	11	0.1%
Close Punctuation	11	0.1%
Other Punctuation	7	0.1%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	895	15.0%
강	492	8.2%
구	443	7.4%
서	442	7.4%
울	440	7.4%
시	439	7.3%
특	432	7.2%
별	432	7.2%
지	229	3.8%
번	198	3.3%
Other values (201)	1537	25.7%

Uppercase Letter

Value	Count	Frequency (%)
E	4	16.0%
M	3	12.0%
R	2	8.0%
C	2	8.0%
W	2	8.0%
O	2	8.0%
T	2	8.0%
I	2	8.0%
D	2	8.0%
S	2	8.0%
Other values (2)	2	8.0%

Decimal Number

Value	Count	Frequency (%)
1	300	17.2%
4	250	14.3%
2	223	12.8%
3	211	12.1%
5	170	9.7%
0	167	9.6%
6	114	6.5%
9	113	6.5%
7	109	6.2%
8	91	5.2%

Space Separator

Value	Count	Frequency (%)
	1760	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	326	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	11	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	11	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	7	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	5979	60.6%
Common	3863	39.1%
Latin	26	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	895	15.0%
강	492	8.2%
구	443	7.4%
서	442	7.4%
울	440	7.4%
시	439	7.3%
특	432	7.2%
별	432	7.2%
지	229	3.8%
번	198	3.3%
Other values (201)	1537	25.7%

Common

Value	Count	Frequency (%)
	1760	45.6%
-	326	8.4%
1	300	7.8%
4	250	6.5%
2	223	5.8%
3	211	5.5%
5	170	4.4%
0	167	4.3%
6	114	3.0%
9	113	2.9%
Other values (5)	229	5.9%

Latin

Value	Count	Frequency (%)
E	4	15.4%
M	3	11.5%
R	2	7.7%
C	2	7.7%
W	2	7.7%
O	2	7.7%
T	2	7.7%
I	2	7.7%
D	2	7.7%
S	2	7.7%
Other values (3)	3	11.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	5979	60.6%
ASCII	3889	39.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1760	45.3%
-	326	8.4%
1	300	7.7%
4	250	6.4%
2	223	5.7%
3	211	5.4%
5	170	4.4%
0	167	4.3%
6	114	2.9%
9	113	2.9%
Other values (18)	255	6.6%

Hangul

Value	Count	Frequency (%)
동	895	15.0%
강	492	8.2%
구	443	7.4%
서	442	7.4%
울	440	7.4%
시	439	7.3%
특	432	7.2%
별	432	7.2%
지	229	3.8%
번	198	3.3%
Other values (201)	1537	25.7%

도로명주소
Text

MISSING

Distinct	365
Distinct (%)	94.1%
Missing	44
Missing (%)	10.2%
Memory size	3.5 KiB

Length

Max length	50
Median length	45
Mean length	29.237113
Min length	22

Characters and Unicode

Total characters	11344
Distinct characters	239
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	344 ?
Unique (%)	88.7%

Sample

1st row	서울특별시 강동구 고덕로 295-59 (고덕동)
2nd row	서울특별시 강동구 구천면로68길 46 (천호동)
3rd row	서울특별시 강동구 고덕로 295-45 (고덕동)
4th row	서울특별시 강동구 상암로 369 (상일동)
5th row	서울특별시 강동구 성안로 150 (길동)

Value	Count	Frequency (%)
서울특별시	388	17.9%
강동구	388	17.9%
천호동	54	2.5%
성내동	52	2.4%
암사동	47	2.2%
고덕동	44	2.0%
상일동	43	2.0%
길동	42	1.9%
1층	36	1.7%
명일동	35	1.6%
Other values (540)	1037	47.9%

Most occurring characters

Value	Count	Frequency (%)
	1778	15.7%
동	858	7.6%
강	460	4.1%
구	428	3.8%
서	399	3.5%
(	399	3.5%
)	399	3.5%
울	397	3.5%
시	394	3.5%
별	390	3.4%
Other values (229)	5442	48.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6828	60.2%
Space Separator	1778	15.7%
Decimal Number	1662	14.7%
Open Punctuation	399	3.5%
Close Punctuation	399	3.5%
Other Punctuation	179	1.6%
Dash Punctuation	56	0.5%
Uppercase Letter	33	0.3%
Lowercase Letter	6	0.1%
Math Symbol	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	858	12.6%
강	460	6.7%
구	428	6.3%
서	399	5.8%
울	397	5.8%
시	394	5.8%
별	390	5.7%
특	388	5.7%
로	383	5.6%
길	271	4.0%
Other values (193)	2460	36.0%

Uppercase Letter

Value	Count	Frequency (%)
E	4	12.1%
B	4	12.1%
C	3	9.1%
M	3	9.1%
T	2	6.1%
I	2	6.1%
D	2	6.1%
S	2	6.1%
O	2	6.1%
W	2	6.1%
Other values (6)	7	21.2%

Decimal Number

Value	Count	Frequency (%)
1	372	22.4%
3	213	12.8%
2	192	11.6%
4	142	8.5%
6	141	8.5%
5	139	8.4%
9	138	8.3%
8	124	7.5%
7	103	6.2%
0	98	5.9%

Lowercase Letter

Value	Count	Frequency (%)
e	3	50.0%
r	1	16.7%
t	1	16.7%
n	1	16.7%

Space Separator

Value	Count	Frequency (%)
	1778	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	399	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	399	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	179	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	56	100.0%

Math Symbol

Value	Count	Frequency (%)
~	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6828	60.2%
Common	4477	39.5%
Latin	39	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	858	12.6%
강	460	6.7%
구	428	6.3%
서	399	5.8%
울	397	5.8%
시	394	5.8%
별	390	5.7%
특	388	5.7%
로	383	5.6%
길	271	4.0%
Other values (193)	2460	36.0%

Latin

Value	Count	Frequency (%)
E	4	10.3%
B	4	10.3%
e	3	7.7%
C	3	7.7%
M	3	7.7%
T	2	5.1%
I	2	5.1%
D	2	5.1%
S	2	5.1%
O	2	5.1%
Other values (10)	12	30.8%

Common

Value	Count	Frequency (%)
	1778	39.7%
(	399	8.9%
)	399	8.9%
1	372	8.3%
3	213	4.8%
2	192	4.3%
,	179	4.0%
4	142	3.2%
6	141	3.1%
5	139	3.1%
Other values (6)	523	11.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6828	60.2%
ASCII	4516	39.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1778	39.4%
(	399	8.8%
)	399	8.8%
1	372	8.2%
3	213	4.7%
2	192	4.3%
,	179	4.0%
4	142	3.1%
6	141	3.1%
5	139	3.1%
Other values (26)	562	12.4%

Hangul

Value	Count	Frequency (%)
동	858	12.6%
강	460	6.7%
구	428	6.3%
서	399	5.8%
울	397	5.8%
시	394	5.8%
별	390	5.7%
특	388	5.7%
로	383	5.6%
길	271	4.0%
Other values (193)	2460	36.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	154
Distinct (%)	40.1%
Missing	48
Missing (%)	11.1%
Infinite	0
Infinite (%)	0.0%
Mean	5303.0911

Minimum	5201
Maximum	5416
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.9 KiB

Quantile statistics

Minimum	5201
5-th percentile	5214
Q1	5251
median	5295
Q3	5355
95-th percentile	5407.85
Maximum	5416
Range	215
Interquartile range (IQR)	104

Descriptive statistics

Standard deviation	62.723393
Coefficient of variation (CV)	0.011827704
Kurtosis	-1.1392562
Mean	5303.0911
Median Absolute Deviation (MAD)	54
Skewness	0.24673832
Sum	2036387
Variance	3934.224
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5269	9	2.1%
5255	8	1.9%
5225	8	1.9%
5356	7	1.6%
5288	7	1.6%
5271	6	1.4%
5355	6	1.4%
5282	6	1.4%
5414	5	1.2%
5242	5	1.2%
Other values (144)	317	73.4%
(Missing)	48	11.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5201	1	0.2%
5202	1	0.2%
5203	5	1.2%
5206	1	0.2%
5207	2	0.5%
5208	2	0.5%
5210	2	0.5%
5211	1	0.2%
5212	1	0.2%
5213	3	0.7%

Value	Count	Frequency (%)
5416	4	0.9%
5415	2	0.5%
5414	5	1.2%
5412	1	0.2%
5411	2	0.5%
5410	1	0.2%
5409	1	0.2%
5408	4	0.9%
5407	5	1.2%
5405	1	0.2%

사업장명
Text

Distinct	418
Distinct (%)	96.8%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

Length

Max length	25
Median length	20
Mean length	8.2662037
Min length	3

Characters and Unicode

Total characters	3571
Distinct characters	337
Distinct categories	7 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	405 ?
Unique (%)	93.8%

Sample

1st row	한국구화학교
2nd row	명진들꽃사랑마을
3rd row	(사회복지재단)우성재단
4th row	주몽재활원
5th row	축협중앙회노동조합소비조합

Value	Count	Frequency (%)
구립	17	3.3%
어린이집	16	3.1%
주식회사	4	0.8%
구내식당	3	0.6%
강동구청	3	0.6%
어학학원	3	0.6%
조은어린이집	3	0.6%
서울장애인종합복지관	2	0.4%
구립암사어린이집	2	0.4%
농민신문사	2	0.4%
Other values (444)	458	89.3%

Most occurring characters

Value	Count	Frequency (%)
이	216	6.0%
어	193	5.4%
린	172	4.8%
집	169	4.7%
원	121	3.4%
학	94	2.6%
구	89	2.5%
교	83	2.3%
	81	2.3%
강	79	2.2%
Other values (327)	2274	63.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3404	95.3%
Space Separator	81	2.3%
Close Punctuation	32	0.9%
Open Punctuation	32	0.9%
Uppercase Letter	15	0.4%
Other Punctuation	4	0.1%
Decimal Number	3	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	216	6.3%
어	193	5.7%
린	172	5.1%
집	169	5.0%
원	121	3.6%
학	94	2.8%
구	89	2.6%
교	83	2.4%
강	79	2.3%
동	78	2.3%
Other values (314)	2110	62.0%

Uppercase Letter

Value	Count	Frequency (%)
C	3	20.0%
E	3	20.0%
G	3	20.0%
K	2	13.3%
D	1	6.7%
I	1	6.7%
S	1	6.7%
B	1	6.7%

Space Separator

Value	Count	Frequency (%)
	81	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	32	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	32	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	4	100.0%

Decimal Number

Value	Count	Frequency (%)
2	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3404	95.3%
Common	152	4.3%
Latin	15	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	216	6.3%
어	193	5.7%
린	172	5.1%
집	169	5.0%
원	121	3.6%
학	94	2.8%
구	89	2.6%
교	83	2.4%
강	79	2.3%
동	78	2.3%
Other values (314)	2110	62.0%

Latin

Value	Count	Frequency (%)
C	3	20.0%
E	3	20.0%
G	3	20.0%
K	2	13.3%
D	1	6.7%
I	1	6.7%
S	1	6.7%
B	1	6.7%

Common

Value	Count	Frequency (%)
	81	53.3%
)	32	21.1%
(	32	21.1%
.	4	2.6%
2	3	2.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3404	95.3%
ASCII	167	4.7%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	216	6.3%
어	193	5.7%
린	172	5.1%
집	169	5.0%
원	121	3.6%
학	94	2.8%
구	89	2.6%
교	83	2.4%
강	79	2.3%
동	78	2.3%
Other values (314)	2110	62.0%

ASCII

Value	Count	Frequency (%)
	81	48.5%
)	32	19.2%
(	32	19.2%
.	4	2.4%
2	3	1.8%
C	3	1.8%
E	3	1.8%
G	3	1.8%
K	2	1.2%
D	1	0.6%
Other values (3)	3	1.8%

최종수정일자
Date

Distinct	424
Distinct (%)	98.1%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

Minimum	1999-05-21 00:00:00
Maximum	2024-04-30 16:23:51

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

U	261
I	171

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
U	261	60.4%
I	171	39.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	261	60.4%
i	171	39.6%

데이터갱신일자
Date

Distinct	142
Distinct (%)	32.9%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-05 00:02:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	9
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

어린이집	183
집단급식소	70
학교	64
병원	40
산업체	34
Other values (4)	41

Length

Max length	8
Median length	6
Mean length	3.7569444
Min length	2

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

1st row	학교
2nd row	사회복지시설
3rd row	사회복지시설
4th row	사회복지시설
5th row	집단급식소

Common Values

Value	Count	Frequency (%)
어린이집	183	42.4%
집단급식소	70	16.2%
학교	64	14.8%
병원	40	9.3%
산업체	34	7.9%
사회복지시설	25	5.8%
공공기관	11	2.5%
기타 집단급식소	4	0.9%
산후조리원	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
어린이집	183	42.0%
집단급식소	74	17.0%
학교	64	14.7%
병원	40	9.2%
산업체	34	7.8%
사회복지시설	25	5.7%
공공기관	11	2.5%
기타	4	0.9%
산후조리원	1	0.2%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	341
Distinct (%)	80.6%
Missing	9
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	212706.56

Minimum	210558.1
Maximum	215966.73
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.9 KiB

Quantile statistics

Minimum	210558.1
5-th percentile	210863.59
Q1	211496.27
median	212404.61
Q3	213632.64
95-th percentile	215423.76
Maximum	215966.73
Range	5408.6334
Interquartile range (IQR)	2136.3705

Descriptive statistics

Standard deviation	1463.4174
Coefficient of variation (CV)	0.0068799824
Kurtosis	-0.68495085
Mean	212706.56
Median Absolute Deviation (MAD)	1039.88
Skewness	0.62031347
Sum	89974873
Variance	2141590.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
212221.342539571	4	0.9%
215423.76462869	4	0.9%
212084.038472021	3	0.7%
212634.191250352	3	0.7%
213593.137875629	3	0.7%
211838.83247022	3	0.7%
214830.790078856	3	0.7%
211281.630342788	3	0.7%
214953.780958725	3	0.7%
214687.925330994	3	0.7%
Other values (331)	391	90.5%
(Missing)	9	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
210558.095600946	1	0.2%
210566.875626134	2	0.5%
210587.488645319	2	0.5%
210593.916409818	1	0.2%
210640.975540871	2	0.5%
210657.904424574	1	0.2%
210694.989265395	1	0.2%
210743.558372385	1	0.2%
210754.096847062	1	0.2%
210794.699199534	1	0.2%

Value	Count	Frequency (%)
215966.729045494	1	0.2%
215927.688523964	1	0.2%
215915.644224677	1	0.2%
215898.113091143	1	0.2%
215884.426023533	2	0.5%
215875.024969	2	0.5%
215844.448775419	1	0.2%
215722.425040339	1	0.2%
215705.162771801	1	0.2%
215687.672374226	1	0.2%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	341
Distinct (%)	80.6%
Missing	9
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	449309.14

Minimum	446408.47
Maximum	452479.04
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.9 KiB

Quantile statistics

Minimum	446408.47
5-th percentile	447299.23
Q1	448245.02
median	449518.91
Q3	450215.85
95-th percentile	451295.15
Maximum	452479.04
Range	6070.568
Interquartile range (IQR)	1970.8318

Descriptive statistics

Standard deviation	1295.1364
Coefficient of variation (CV)	0.0028825061
Kurtosis	-0.60084951
Mean	449309.14
Median Absolute Deviation (MAD)	887.10012
Skewness	-0.020628873
Sum	1.9005777 × 10⁸
Variance	1677378.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
448245.019790445	4	0.9%
449636.964226068	4	0.9%
448058.444155867	3	0.7%
449540.492445005	3	0.7%
450274.382514974	3	0.7%
450406.012089157	3	0.7%
450337.049756183	3	0.7%
449888.074494844	3	0.7%
449635.686071108	3	0.7%
450626.949692536	3	0.7%
Other values (331)	391	90.5%
(Missing)	9	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
446408.470922092	1	0.2%
446658.176478064	1	0.2%
446745.460398406	1	0.2%
446753.841167447	1	0.2%
446755.547655259	1	0.2%
446802.750253195	1	0.2%
446851.325224794	2	0.5%
446882.690089639	1	0.2%
446899.094121557	2	0.5%
446913.918246052	1	0.2%

Value	Count	Frequency (%)
452479.038895109	3	0.7%
452372.160878349	1	0.2%
452305.723682264	1	0.2%
452152.024544351	1	0.2%
452107.257532	2	0.5%
452052.025388385	1	0.2%
452042.723062516	1	0.2%
451912.595090289	1	0.2%
451895.517904183	2	0.5%
451892.203324008	1	0.2%

위생업태명
Categorical

Distinct	10
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

<NA>	137
어린이집	131
집단급식소	70
학교	25
병원	22
Other values (5)	47

Length

Max length	8
Median length	4
Mean length	4.0347222
Min length	2

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

1st row	학교
2nd row	사회복지시설
3rd row	사회복지시설
4th row	사회복지시설
5th row	집단급식소

Common Values

Value	Count	Frequency (%)
<NA>	137	31.7%
어린이집	131	30.3%
집단급식소	70	16.2%
학교	25	5.8%
병원	22	5.1%
사회복지시설	20	4.6%
산업체	14	3.2%
공공기관	9	2.1%
기타 집단급식소	3	0.7%
산후조리원	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	137	31.5%
어린이집	131	30.1%
집단급식소	73	16.8%
학교	25	5.7%
병원	22	5.1%
사회복지시설	20	4.6%
산업체	14	3.2%
공공기관	9	2.1%
기타	3	0.7%
산후조리원	1	0.2%

남성종사자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

<NA>	373
0	53
1	4
2	2

Length

Max length	4
Median length	4
Mean length	3.5902778
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	373	86.3%
0	53	12.3%
1	4	0.9%
2	2	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	373	86.3%
0	53	12.3%
1	4	0.9%
2	2	0.5%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	11.9%
Missing	373
Missing (%)	86.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.1694915

Minimum	0
Maximum	13
Zeros	44
Zeros (%)	10.2%
Negative	0
Negative (%)	0.0%
Memory size	3.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	7
Maximum	13
Range	13
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.4715801
Coefficient of variation (CV)	2.1133801
Kurtosis	8.9056443
Mean	1.1694915
Median Absolute Deviation (MAD)	0
Skewness	2.7417651
Sum	69
Variance	6.1087084
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	44	10.2%
3	6	1.4%
7	3	0.7%
2	2	0.5%
4	2	0.5%
5	1	0.2%
13	1	0.2%
(Missing)	373	86.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	44	10.2%
2	2	0.5%
3	6	1.4%
4	2	0.5%
5	1	0.2%
7	3	0.7%
13	1	0.2%

Value	Count	Frequency (%)
13	1	0.2%
7	3	0.7%
5	1	0.2%
4	2	0.5%
3	6	1.4%
2	2	0.5%
0	44	10.2%

영업장주변구분명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

<NA>	369
기타	38
주택가주변	12
학교정화(절대)	8
학교정화(상대)	3

Length

Max length	8
Median length	4
Mean length	3.9722222
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	학교정화(절대)
2nd row	기타
3rd row	기타
4th row	기타
5th row	기타

Common Values

Value	Count	Frequency (%)
<NA>	369	85.4%
기타	38	8.8%
주택가주변	12	2.8%
학교정화(절대)	8	1.9%
학교정화(상대)	3	0.7%
유흥업소밀집지역	2	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	369	85.4%
기타	38	8.8%
주택가주변	12	2.8%
학교정화(절대	8	1.9%
학교정화(상대	3	0.7%
유흥업소밀집지역	2	0.5%

등급구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

<NA>	369
기타	54
자율	9

Length

Max length	4
Median length	4
Mean length	3.7083333
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	369	85.4%
기타	54	12.5%
자율	9	2.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	369	85.4%
기타	54	12.5%
자율	9	2.1%

급수시설구분명
Categorical

Distinct	3
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

<NA>	234
상수도전용	197
상수도(음용)지하수(주방용)겸용	1

Length

Max length	17
Median length	4
Mean length	4.4861111
Min length	4

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

1st row	상수도전용
2nd row	상수도전용
3rd row	상수도(음용)지하수(주방용)겸용
4th row	상수도전용
5th row	상수도전용

Common Values

Value	Count	Frequency (%)
<NA>	234	54.2%
상수도전용	197	45.6%
상수도(음용)지하수(주방용)겸용	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	234	54.2%
상수도전용	197	45.6%
상수도(음용)지하수(주방용)겸용	1	0.2%

총인원
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

<NA>	426
0	6

Length

Max length	4
Median length	4
Mean length	3.9583333
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	426	98.6%
0	6	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	426	98.6%
0	6	1.4%

본사종업원수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

<NA>	238
0	190
7	1
9	1
14	1

Length

Max length	4
Median length	4
Mean length	2.6550926
Min length	1

Unique

Unique	4 ?
Unique (%)	0.9%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	238	55.1%
0	190	44.0%
7	1	0.2%
9	1	0.2%
14	1	0.2%
1	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	238	55.1%
0	190	44.0%
7	1	0.2%
9	1	0.2%
14	1	0.2%
1	1	0.2%

공장사무직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

<NA>	426
0	6

Length

Max length	4
Median length	4
Mean length	3.9583333
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	426	98.6%
0	6	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	426	98.6%
0	6	1.4%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

<NA>	426
0	6

Length

Max length	4
Median length	4
Mean length	3.9583333
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	426	98.6%
0	6	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	426	98.6%
0	6	1.4%

공장생산직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

<NA>	426
0	6

Length

Max length	4
Median length	4
Mean length	3.9583333
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	426	98.6%
0	6	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	426	98.6%
0	6	1.4%

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

<NA>	414
자가	15
임대	3

Length

Max length	4
Median length	4
Mean length	3.9166667
Min length	2

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>	414	95.8%
자가	15	3.5%
임대	3	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	414	95.8%
자가	15	3.5%
임대	3	0.7%

보증액
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

<NA>	275
0	157

Length

Max length	4
Median length	4
Mean length	2.9097222
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	275	63.7%
0	157	36.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	275	63.7%
0	157	36.3%

월세액
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

<NA>	275
0	157

Length

Max length	4
Median length	4
Mean length	2.9097222
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	275	63.7%
0	157	36.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	275	63.7%
0	157	36.3%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.3%
Missing	137
Missing (%)	31.7%
Memory size	996.0 B

False	295
(Missing)	137

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	295	68.3%
(Missing)	137	31.7%

시설총규모
Real number (ℝ)

MISSING ZEROS

Distinct	166
Distinct (%)	56.3%
Missing	137
Missing (%)	31.7%
Infinite	0
Infinite (%)	0.0%
Mean	80.451085

Minimum	0
Maximum	1483
Zeros	91
Zeros (%)	21.1%
Negative	0
Negative (%)	0.0%
Memory size	3.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	13.2
Q3	98.34
95-th percentile	381.81
Maximum	1483
Range	1483
Interquartile range (IQR)	98.34

Descriptive statistics

Standard deviation	161.63794
Coefficient of variation (CV)	2.0091455
Kurtosis	24.56811
Mean	80.451085
Median Absolute Deviation (MAD)	13.2
Skewness	4.1594546
Sum	23733.07
Variance	26126.823
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	91	21.1%
13.2	10	2.3%
9.9	4	0.9%
6.6	4	0.9%
16.5	4	0.9%
7.9	3	0.7%
98.0	3	0.7%
19.8	3	0.7%
20.0	2	0.5%
130.0	2	0.5%
Other values (156)	169	39.1%
(Missing)	137	31.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	91	21.1%
3.3	2	0.5%
4.1	1	0.2%
5.0	1	0.2%
5.3	1	0.2%
5.4	1	0.2%
5.5	1	0.2%
6.0	2	0.5%
6.5	2	0.5%
6.6	4	0.9%

Value	Count	Frequency (%)
1483.0	1	0.2%
861.81	1	0.2%
855.6	1	0.2%
823.0	1	0.2%
805.0	1	0.2%
514.2	1	0.2%
512.6	1	0.2%
466.72	1	0.2%
459.7	1	0.2%
450.0	1	0.2%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	432
Missing (%)	100.0%
Memory size	3.9 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	432
Missing (%)	100.0%
Memory size	3.9 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	432
Missing (%)	100.0%
Memory size	3.9 KiB

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	3240000	3240000-105-1899-00073	19991019	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 34268086	281.37	134803	서울특별시 강동구 고덕동 297-0	서울특별시 강동구 고덕로 295-59 (고덕동)	5225	한국구화학교	2021-12-20 11:58:16	U	2021-12-22 02:40:00.0	학교	213979.48551	450677.533442	학교	0	3	학교정화(절대)	기타	상수도전용	0	0	0	0	0	<NA>	0	0	N	357.53	<NA>	<NA>	<NA>
1	3240000	3240000-105-1972-00011	19720619	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 4782939	33.84	134861	서울특별시 강동구 천호동 26-18번지	서울특별시 강동구 구천면로68길 46 (천호동)	5306	명진들꽃사랑마을	2019-05-23 15:49:01	U	2019-05-25 02:40:00.0	사회복지시설	212535.550032	449601.844884	사회복지시설	0	0	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	121.41	<NA>	<NA>	<NA>
2	3240000	3240000-105-1979-00028	19790321	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 4280870	20.80	134803	서울특별시 강동구 고덕동 298번지	서울특별시 강동구 고덕로 295-45 (고덕동)	5225	(사회복지재단)우성재단	2017-01-10 13:29:43	I	2018-08-31 23:59:59.0	사회복지시설	213956.591228	450611.416254	사회복지시설	0	0	기타	기타	상수도(음용)지하수(주방용)겸용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	128.05	<NA>	<NA>	<NA>
3	3240000	3240000-105-1985-00010	19850101	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 4279734	22.78	134837	서울특별시 강동구 상일동 179-0번지	서울특별시 강동구 상암로 369 (상일동)	5280	주몽재활원	2020-01-08 09:09:16	U	2020-01-10 02:40:00.0	사회복지시설	214391.007483	449338.439222	사회복지시설	0	0	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	114.57	<NA>	<NA>	<NA>
4	3240000	3240000-105-1989-00020	19891105	<NA>	3	폐업	2	폐업	20020903	<NA>	<NA>	<NA>	0222248128	62.94	134848	서울특별시 강동구 성내동 451-0번지	<NA>	<NA>	축협중앙회노동조합소비조합	2000-11-01 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	210566.875626	447402.629676	집단급식소	0	0	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	514.2	<NA>	<NA>	<NA>
5	3240000	3240000-105-1990-00021	1990-04-11	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0222242141	362.36	134-814	서울특별시 강동구 길동 445-0	서울특별시 강동구 성안로 150 (길동)	5355	강동성심병원구내식당	2023-06-23 11:34:34	U	2022-12-05 22:05:00.0	병원	211883.688356	448216.574876	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	3240000	3240000-105-1990-00022	19900424	<NA>	3	폐업	2	폐업	19960626	<NA>	<NA>	<NA>	02 4887333	34.92	134877	서울특별시 강동구 암사동 510-10번지	<NA>	<NA>	씨엔드에치구내식당	2002-06-06 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	210892.714395	449880.917833	집단급식소	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	99.6	<NA>	<NA>	<NA>
7	3240000	3240000-105-1990-00023	1990-05-08	<NA>	3	폐업	2	폐업	2023-02-06	<NA>	<NA>	<NA>	02 4701212	99.00	134-869	서울특별시 강동구 천호동 357-0	서울특별시 강동구 올림픽로 684 (천호동)	5327	친구병원 구내식당	2023-02-06 13:28:04	U	2022-12-02 00:08:00.0	병원	211004.466691	448897.237548	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8	3240000	3240000-105-1990-00024	19900524	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 4415564	88.00	134878	서울특별시 강동구 고덕동 317-1번지	서울특별시 강동구 고덕로 183 (고덕동)	5235	서울특별시 동부기술교육원	2018-09-17 20:50:56	U	2018-09-17 23:59:59.0	공공기관	212761.96151	450443.942304	공공기관	0	0	학교정화(상대)	자율	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	287.1	<NA>	<NA>	<NA>
9	3240000	3240000-105-1990-00025	19900604	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 4418886	50.00	134878	서울특별시 강동구 고덕동 317-23번지	서울특별시 강동구 고덕로 199 (고덕동)	5235	시립고덕양로원	2019-06-10 10:01:53	U	2019-06-12 02:40:00.0	사회복지시설	212927.396077	450372.345388	사회복지시설	0	0	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	282.75	<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
422	3240000	3240000-105-2023-00004	2023-09-01	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	608.64	134-800	서울특별시 강동구 고덕동 93-2 디엠스퀘어	서울특별시 강동구 고덕비즈밸리로4길 35, 디엠스퀘어 지1층 (고덕동)	5203	(주)동명기술공단 종합건축사사무소	2023-09-01 15:53:44	I	2022-12-09 00:03:00.0	산업체	214087.232228	451723.477157	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
423	3240000	3240000-105-2023-00005	2023-12-19	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 4412302	112.23	134-878	서울특별시 강동구 고덕동 317-23 시립고덕양로원	서울특별시 강동구 고덕로 185, 시립강동실버케어센터 (고덕동)	<NA>	시립강동실버케어센터	2023-12-19 17:00:43	I	2022-11-01 22:01:00.0	사회복지시설	212927.396077	450372.345388	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
424	3240000	3240000-105-2024-00001	2024-01-19	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 4261201	199.42	134-100	서울특별시 강동구 강일동 72 힐스테이트 리슈빌 강일	서울특별시 강동구 아리수로93다길 80, 1층 (강일동, 힐스테이트 리슈빌 강일)	5414	구립꿈이랑어린이집	2024-01-22 10:05:02	U	2023-11-30 22:04:00.0	어린이집	215361.02218	452372.160878	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
425	3240000	3240000-105-2024-00002	2024-01-22	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	284.26	134-800	서울특별시 강동구 고덕동 98-6 에이스메디칼타워	서울특별시 강동구 고덕비즈밸리로4길 30, 에이스메디칼타워 B1,9~14층 (고덕동)	5203	에이스메디칼(주)	2024-01-22 16:25:01	I	2023-11-30 22:04:00.0	산업체	214103.557154	451614.026874	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
426	3240000	3240000-105-2024-00003	2024-01-30	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	339.00	134-080	서울특별시 강동구 고덕동 0	서울특별시 강동구 고덕비즈밸리로2가길 27 (고덕동)	5203	(주)일화	2024-01-30 13:50:34	I	2023-12-02 00:01:00.0	산업체	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
427	3240000	3240000-105-2024-00005	2024-03-20	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	20.65	134-800	서울특별시 강동구 고덕동 136 고덕풍경채어바니티	서울특별시 강동구 아리수로 375, 101동 1층 (고덕동, 고덕풍경채어바니티)	5206	구립풍경채어린이집	2024-03-20 16:57:52	I	2023-12-02 22:02:00.0	어린이집	214895.687626	451187.453319	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
428	3240000	3240000-105-2024-00006	2024-03-20	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	0.00	134-090	서울특별시 강동구 상일동 554-38 e편한세상 고덕 어반브릿지	서울특별시 강동구 고덕로98길 75, 1층 (상일동, e편한세상 고덕 어반브릿지)	5416	구립어반어린이집	2024-03-20 17:16:02	I	2023-12-02 22:02:00.0	어린이집	215915.644225	450375.878785	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
429	3240000	3240000-105-2024-00007	2024-04-17	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	197.00	134-803	서울특별시 강동구 고덕동 302 강동구청자재창고	서울특별시 강동구 동남로 942, 강동구청 고덕별관 (고덕동)	5225	강동구청 고덕별관 구내식당	2024-04-17 11:27:24	I	2023-12-03 23:09:00.0	공공기관	213786.937239	450663.137697	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
430	3240000	3240000-105-2024-00008	2024-04-30	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	259.70	134-851	서울특별시 강동구 성내동 322-9 스타빌딩	서울특별시 강동구 올림픽로 564, 스타빌딩 2층 (성내동)	5391	스타비젼	2024-04-30 13:55:36	I	2023-12-05 00:02:00.0	산업체	210657.904425	447744.110717	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
431	3240000	3240000-105-2024-00009	2024-04-30	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	430.00	134-080	서울특별시 강동구 고덕동 0	서울특별시 강동구 고덕비즈밸리로2가길 12, 지1층 (고덕동)	5203	알서포트 주식회사	2024-04-30 16:23:51	I	2023-12-05 00:02:00.0	산업체	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

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ASCII

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Common Values (Plot)

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Common Values (Plot)

Common Values

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Common Values (Plot)

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Common

Most occurring blocks

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ASCII

Most occurring characters

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Most frequent character per category

Decimal Number

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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

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Hangul

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Latin

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Most frequent character per block