gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	483
Missing cells	4321
Missing cells (%)	20.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	177.0 KiB
Average record size in memory	375.3 B

Variable types

Categorical	21
Text	7
DateTime	4
Unsupported	7
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	강동구
URL	https://data.seoul.go.kr/dataList/OA-18401/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`업태구분명` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`남성종사자수` is highly imbalanced (64.9%)	Imbalance
`여성종사자수` is highly imbalanced (66.7%)	Imbalance
`영업장주변구분명` is highly imbalanced (78.2%)	Imbalance
`등급구분명` is highly imbalanced (76.4%)	Imbalance
`총인원` is highly imbalanced (55.3%)	Imbalance
`본사종업원수` is highly imbalanced (55.9%)	Imbalance
`인허가취소일자` has 483 (100.0%) missing values	Missing
`폐업일자` has 161 (33.3%) missing values	Missing
`휴업시작일자` has 483 (100.0%) missing values	Missing
`휴업종료일자` has 483 (100.0%) missing values	Missing
`재개업일자` has 483 (100.0%) missing values	Missing
`전화번호` has 179 (37.1%) missing values	Missing
`소재지면적` has 28 (5.8%) missing values	Missing
`도로명주소` has 136 (28.2%) missing values	Missing
`도로명우편번호` has 138 (28.6%) missing values	Missing
`좌표정보(X)` has 5 (1.0%) missing values	Missing
`좌표정보(Y)` has 5 (1.0%) missing values	Missing
`다중이용업소여부` has 143 (29.6%) missing values	Missing
`시설총규모` has 143 (29.6%) missing values	Missing
`전통업소지정번호` has 483 (100.0%) missing values	Missing
`전통업소주된음식` has 483 (100.0%) missing values	Missing
`홈페이지` has 483 (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
`시설총규모` has 316 (65.4%) zeros	Zeros

Reproduction

Analysis started	2024-05-10 23:03:39.145580
Analysis finished	2024-05-10 23:03:41.111711
Duration	1.97 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	3.9 KiB

3240000	483

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	483	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3240000	483	100.0%

관리번호
Text

UNIQUE

Distinct	483
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

Length

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

Characters and Unicode

Total characters	10626
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	483 ?
Unique (%)	100.0%

Sample

1st row	3240000-113-1996-00455
2nd row	3240000-113-1997-00454
3rd row	3240000-113-1997-00752
4th row	3240000-113-1997-00753
5th row	3240000-113-1997-00754

Value	Count	Frequency (%)
3240000-113-1996-00455	1	0.2%
3240000-113-2015-00025	1	0.2%
3240000-113-2020-00007	1	0.2%
3240000-113-2020-00006	1	0.2%
3240000-113-2020-00005	1	0.2%
3240000-113-2020-00004	1	0.2%
3240000-113-2020-00003	1	0.2%
3240000-113-2020-00002	1	0.2%
3240000-113-2020-00001	1	0.2%
3240000-113-2019-00023	1	0.2%
Other values (473)	473	97.9%

Most occurring characters

Value	Count	Frequency (%)
0	4197	39.5%
1	1481	13.9%
-	1449	13.6%
2	1313	12.4%
3	1117	10.5%
4	591	5.6%
9	129	1.2%
5	92	0.9%
8	88	0.8%
7	88	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9177	86.4%
Dash Punctuation	1449	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4197	45.7%
1	1481	16.1%
2	1313	14.3%
3	1117	12.2%
4	591	6.4%
9	129	1.4%
5	92	1.0%
8	88	1.0%
7	88	1.0%
6	81	0.9%

Dash Punctuation

Value	Count	Frequency (%)
-	1449	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10626	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4197	39.5%
1	1481	13.9%
-	1449	13.6%
2	1313	12.4%
3	1117	10.5%
4	591	5.6%
9	129	1.2%
5	92	0.9%
8	88	0.8%
7	88	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10626	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4197	39.5%
1	1481	13.9%
-	1449	13.6%
2	1313	12.4%
3	1117	10.5%
4	591	5.6%
9	129	1.2%
5	92	0.9%
8	88	0.8%
7	88	0.8%

인허가일자
Date

Distinct	452
Distinct (%)	93.6%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

Minimum	1996-09-06 00:00:00
Maximum	2024-05-09 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	483
Missing (%)	100.0%
Memory size	4.4 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

3	322
1	161

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	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	322	66.7%
1	161	33.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	322	66.7%
1	161	33.3%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

폐업	322
영업/정상	161

Length

Max length	5
Median length	2
Mean length	3
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	322	66.7%
영업/정상	161	33.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	322	66.7%
영업/정상	161	33.3%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

2	322
1	161

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	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	322	66.7%
1	161	33.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	322	66.7%
1	161	33.3%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

폐업	322
영업	161

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	폐업
5th row	폐업

Common Values

Value	Count	Frequency (%)
폐업	322	66.7%
영업	161	33.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	322	66.7%
영업	161	33.3%

폐업일자
Date

MISSING

Distinct	275
Distinct (%)	85.4%
Missing	161
Missing (%)	33.3%
Memory size	3.9 KiB

Minimum	2000-06-27 00:00:00
Maximum	2024-03-22 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	483
Missing (%)	100.0%
Memory size	4.4 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	483
Missing (%)	100.0%
Memory size	4.4 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	483
Missing (%)	100.0%
Memory size	4.4 KiB

전화번호
Text

MISSING

Distinct	291
Distinct (%)	95.7%
Missing	179
Missing (%)	37.1%
Memory size	3.9 KiB

Length

Max length	12
Median length	12
Mean length	10.930921
Min length	2

Characters and Unicode

Total characters	3323
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	282 ?
Unique (%)	92.8%

Sample

1st row	02 4400783
2nd row	02 4282091
3rd row	02
4th row	02 4299244
5th row	02 4850622

Value	Count	Frequency (%)
02	229	33.7%
070	33	4.9%
470	12	1.8%
031	7	1.0%
485	6	0.9%
471	5	0.7%
472	4	0.6%
487	4	0.6%
488	4	0.6%
473	4	0.6%
Other values (340)	372	54.7%

Most occurring characters

Value	Count	Frequency (%)
0	535	16.1%
	520	15.6%
2	468	14.1%
4	375	11.3%
7	269	8.1%
8	267	8.0%
5	207	6.2%
1	196	5.9%
3	189	5.7%
9	153	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2803	84.4%
Space Separator	520	15.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	535	19.1%
2	468	16.7%
4	375	13.4%
7	269	9.6%
8	267	9.5%
5	207	7.4%
1	196	7.0%
3	189	6.7%
9	153	5.5%
6	144	5.1%

Space Separator

Value	Count	Frequency (%)
	520	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3323	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	535	16.1%
	520	15.6%
2	468	14.1%
4	375	11.3%
7	269	8.1%
8	267	8.0%
5	207	6.2%
1	196	5.9%
3	189	5.7%
9	153	4.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3323	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	535	16.1%
	520	15.6%
2	468	14.1%
4	375	11.3%
7	269	8.1%
8	267	8.0%
5	207	6.2%
1	196	5.9%
3	189	5.7%
9	153	4.6%

소재지면적
Text

MISSING

Distinct	235
Distinct (%)	51.6%
Missing	28
Missing (%)	5.8%
Memory size	3.9 KiB

Length

Max length	9
Median length	5
Mean length	4.9406593
Min length	3

Characters and Unicode

Total characters	2248
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	185 ?
Unique (%)	40.7%

Sample

1st row	112.87
2nd row	150.00
3rd row	76.00
4th row	26.90
5th row	32.37

Value	Count	Frequency (%)
33.00	28	6.2%
3.30	23	5.1%
9.90	19	4.2%
6.60	16	3.5%
66.00	15	3.3%
10.00	14	3.1%
16.50	8	1.8%
3.00	8	1.8%
26.40	7	1.5%
18.00	6	1.3%
Other values (225)	311	68.4%

Most occurring characters

Value	Count	Frequency (%)
0	649	28.9%
.	455	20.2%
3	203	9.0%
1	169	7.5%
6	158	7.0%
2	130	5.8%
5	117	5.2%
4	113	5.0%
9	110	4.9%
8	78	3.5%
Other values (2)	66	2.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1792	79.7%
Other Punctuation	456	20.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	649	36.2%
3	203	11.3%
1	169	9.4%
6	158	8.8%
2	130	7.3%
5	117	6.5%
4	113	6.3%
9	110	6.1%
8	78	4.4%
7	65	3.6%

Other Punctuation

Value	Count	Frequency (%)
.	455	99.8%
,	1	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	2248	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	649	28.9%
.	455	20.2%
3	203	9.0%
1	169	7.5%
6	158	7.0%
2	130	5.8%
5	117	5.2%
4	113	5.0%
9	110	4.9%
8	78	3.5%
Other values (2)	66	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2248	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	649	28.9%
.	455	20.2%
3	203	9.0%
1	169	7.5%
6	158	7.0%
2	130	5.8%
5	117	5.2%
4	113	5.0%
9	110	4.9%
8	78	3.5%
Other values (2)	66	2.9%

소재지우편번호
Text

Distinct	108
Distinct (%)	22.4%
Missing	1
Missing (%)	0.2%
Memory size	3.9 KiB

Length

Max length	7
Median length	6
Mean length	6.2012448
Min length	6

Characters and Unicode

Total characters	2989
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	34 ?
Unique (%)	7.1%

Sample

1st row	134825
2nd row	134857
3rd row	134851
4th row	134838
5th row	134817

Value	Count	Frequency (%)
134814	31	6.4%
134-814	23	4.8%
134851	21	4.4%
134874	18	3.7%
134843	14	2.9%
134817	13	2.7%
134850	13	2.7%
134868	13	2.7%
134864	13	2.7%
134848	12	2.5%
Other values (98)	311	64.5%

Most occurring characters

Value	Count	Frequency (%)
4	682	22.8%
1	651	21.8%
8	552	18.5%
3	545	18.2%
5	105	3.5%
0	100	3.3%
7	99	3.3%
-	97	3.2%
6	95	3.2%
2	39	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2892	96.8%
Dash Punctuation	97	3.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	682	23.6%
1	651	22.5%
8	552	19.1%
3	545	18.8%
5	105	3.6%
0	100	3.5%
7	99	3.4%
6	95	3.3%
2	39	1.3%
9	24	0.8%

Dash Punctuation

Value	Count	Frequency (%)
-	97	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2989	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	682	22.8%
1	651	21.8%
8	552	18.5%
3	545	18.2%
5	105	3.5%
0	100	3.3%
7	99	3.3%
-	97	3.2%
6	95	3.2%
2	39	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2989	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	682	22.8%
1	651	21.8%
8	552	18.5%
3	545	18.2%
5	105	3.5%
0	100	3.3%
7	99	3.3%
-	97	3.2%
6	95	3.2%
2	39	1.3%

지번주소
Text

Distinct	423
Distinct (%)	87.8%
Missing	1
Missing (%)	0.2%
Memory size	3.9 KiB

Length

Max length	43
Median length	37
Mean length	25.232365
Min length	15

Characters and Unicode

Total characters	12162
Distinct characters	236
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	401 ?
Unique (%)	83.2%

Sample

1st row	서울특별시 강동구 명일동 47-7
2nd row	서울특별시 강동구 암사동 462-3
3rd row	서울특별시 강동구 성내동 553-0
4th row	서울특별시 강동구 상일동 329-1
5th row	서울특별시 강동구 둔촌동 39-9

Value	Count	Frequency (%)
서울특별시	482	19.8%
강동구	482	19.8%
성내동	154	6.3%
천호동	101	4.1%
길동	101	4.1%
암사동	43	1.8%
459-3	38	1.6%
강동그린타워	37	1.5%
둔촌동	27	1.1%
2층	22	0.9%
Other values (627)	952	39.0%

Most occurring characters

Value	Count	Frequency (%)
	2232	18.4%
동	1035	8.5%
강	551	4.5%
시	492	4.0%
서	486	4.0%
구	484	4.0%
특	482	4.0%
별	482	4.0%
울	482	4.0%
-	450	3.7%
Other values (226)	4986	41.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6884	56.6%
Decimal Number	2531	20.8%
Space Separator	2232	18.4%
Dash Punctuation	450	3.7%
Close Punctuation	18	0.1%
Open Punctuation	18	0.1%
Uppercase Letter	16	0.1%
Lowercase Letter	7	0.1%
Other Punctuation	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1035	15.0%
강	551	8.0%
시	492	7.1%
서	486	7.1%
구	484	7.0%
특	482	7.0%
별	482	7.0%
울	482	7.0%
호	229	3.3%
성	174	2.5%
Other values (195)	1987	28.9%

Decimal Number

Value	Count	Frequency (%)
1	407	16.1%
4	406	16.0%
3	353	13.9%
2	318	12.6%
5	293	11.6%
0	223	8.8%
9	156	6.2%
6	147	5.8%
8	121	4.8%
7	107	4.2%

Uppercase Letter

Value	Count	Frequency (%)
B	4	25.0%
D	3	18.8%
R	2	12.5%
X	1	6.2%
K	1	6.2%
M	1	6.2%
V	1	6.2%
Y	1	6.2%
G	1	6.2%
S	1	6.2%

Lowercase Letter

Value	Count	Frequency (%)
e	2	28.6%
i	2	28.6%
w	1	14.3%
r	1	14.3%
v	1	14.3%

Other Punctuation

Value	Count	Frequency (%)
,	5	83.3%
/	1	16.7%

Space Separator

Value	Count	Frequency (%)
	2232	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	450	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	18	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	18	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6883	56.6%
Common	5255	43.2%
Latin	23	0.2%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1035	15.0%
강	551	8.0%
시	492	7.1%
서	486	7.1%
구	484	7.0%
특	482	7.0%
별	482	7.0%
울	482	7.0%
호	229	3.3%
성	174	2.5%
Other values (194)	1986	28.9%

Common

Value	Count	Frequency (%)
	2232	42.5%
-	450	8.6%
1	407	7.7%
4	406	7.7%
3	353	6.7%
2	318	6.1%
5	293	5.6%
0	223	4.2%
9	156	3.0%
6	147	2.8%
Other values (6)	270	5.1%

Latin

Value	Count	Frequency (%)
B	4	17.4%
D	3	13.0%
e	2	8.7%
R	2	8.7%
i	2	8.7%
X	1	4.3%
K	1	4.3%
M	1	4.3%
w	1	4.3%
V	1	4.3%
Other values (5)	5	21.7%

Han

Value	Count	Frequency (%)
家	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6883	56.6%
ASCII	5278	43.4%
CJK	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2232	42.3%
-	450	8.5%
1	407	7.7%
4	406	7.7%
3	353	6.7%
2	318	6.0%
5	293	5.6%
0	223	4.2%
9	156	3.0%
6	147	2.8%
Other values (21)	293	5.6%

Hangul

Value	Count	Frequency (%)
동	1035	15.0%
강	551	8.0%
시	492	7.1%
서	486	7.1%
구	484	7.0%
특	482	7.0%
별	482	7.0%
울	482	7.0%
호	229	3.3%
성	174	2.5%
Other values (194)	1986	28.9%

CJK

Value	Count	Frequency (%)
家	1	100.0%

도로명주소
Text

MISSING

Distinct	337
Distinct (%)	97.1%
Missing	136
Missing (%)	28.2%
Memory size	3.9 KiB

Length

Max length	64
Median length	47
Mean length	35.14121
Min length	22

Characters and Unicode

Total characters	12194
Distinct characters	233
Distinct categories	10 ?
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	327 ?
Unique (%)	94.2%

Sample

1st row	서울특별시 강동구 올림픽로 820 (암사동)
2nd row	서울특별시 강동구 고덕비즈밸리로2가길 27, 7~9층 (고덕동)
3rd row	서울특별시 강동구 천호대로182길 46 (둔촌동)
4th row	서울특별시 강동구 동남로71길 20, 청솔빌딩 5층 (명일동)
5th row	서울특별시 강동구 올림픽로71길 81 (천호동,제이드빌딩4층)

Value	Count	Frequency (%)
서울특별시	347	14.5%
강동구	347	14.5%
성내동	99	4.1%
길동	77	3.2%
천호동	70	2.9%
천호대로	61	2.5%
올림픽로	40	1.7%
2층	39	1.6%
강동그린타워	37	1.5%
1139	37	1.5%
Other values (607)	1239	51.8%

Most occurring characters

Value	Count	Frequency (%)
	2046	16.8%
동	776	6.4%
1	531	4.4%
강	415	3.4%
,	412	3.4%
구	374	3.1%
호	364	3.0%
시	356	2.9%
)	354	2.9%
(	354	2.9%
Other values (223)	6212	50.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6807	55.8%
Decimal Number	2154	17.7%
Space Separator	2046	16.8%
Other Punctuation	412	3.4%
Close Punctuation	354	2.9%
Open Punctuation	354	2.9%
Dash Punctuation	39	0.3%
Uppercase Letter	20	0.2%
Lowercase Letter	7	0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	776	11.4%
강	415	6.1%
구	374	5.5%
호	364	5.3%
시	356	5.2%
서	349	5.1%
울	347	5.1%
별	347	5.1%
특	347	5.1%
로	346	5.1%
Other values (191)	2786	40.9%

Uppercase Letter

Value	Count	Frequency (%)
R	5	25.0%
B	4	20.0%
D	2	10.0%
A	2	10.0%
V	1	5.0%
X	1	5.0%
Y	1	5.0%
M	1	5.0%
K	1	5.0%
G	1	5.0%

Decimal Number

Value	Count	Frequency (%)
1	531	24.7%
2	265	12.3%
3	254	11.8%
0	227	10.5%
4	186	8.6%
9	184	8.5%
5	165	7.7%
6	127	5.9%
7	112	5.2%
8	103	4.8%

Lowercase Letter

Value	Count	Frequency (%)
e	2	28.6%
i	2	28.6%
r	1	14.3%
w	1	14.3%
v	1	14.3%

Space Separator

Value	Count	Frequency (%)
	2046	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	412	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	354	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	354	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	39	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6806	55.8%
Common	5360	44.0%
Latin	27	0.2%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	776	11.4%
강	415	6.1%
구	374	5.5%
호	364	5.3%
시	356	5.2%
서	349	5.1%
울	347	5.1%
별	347	5.1%
특	347	5.1%
로	346	5.1%
Other values (190)	2785	40.9%

Common

Value	Count	Frequency (%)
	2046	38.2%
1	531	9.9%
,	412	7.7%
)	354	6.6%
(	354	6.6%
2	265	4.9%
3	254	4.7%
0	227	4.2%
4	186	3.5%
9	184	3.4%
Other values (6)	547	10.2%

Latin

Value	Count	Frequency (%)
R	5	18.5%
B	4	14.8%
e	2	7.4%
D	2	7.4%
A	2	7.4%
i	2	7.4%
r	1	3.7%
w	1	3.7%
V	1	3.7%
v	1	3.7%
Other values (6)	6	22.2%

Han

Value	Count	Frequency (%)
家	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6806	55.8%
ASCII	5387	44.2%
CJK	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2046	38.0%
1	531	9.9%
,	412	7.6%
)	354	6.6%
(	354	6.6%
2	265	4.9%
3	254	4.7%
0	227	4.2%
4	186	3.5%
9	184	3.4%
Other values (22)	574	10.7%

Hangul

Value	Count	Frequency (%)
동	776	11.4%
강	415	6.1%
구	374	5.5%
호	364	5.3%
시	356	5.2%
서	349	5.1%
울	347	5.1%
별	347	5.1%
특	347	5.1%
로	346	5.1%
Other values (190)	2785	40.9%

CJK

Value	Count	Frequency (%)
家	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	118
Distinct (%)	34.2%
Missing	138
Missing (%)	28.6%
Infinite	0
Infinite (%)	0.0%
Mean	5333.8435

Minimum	5203
Maximum	5409
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 KiB

Quantile statistics

Minimum	5203
5-th percentile	5238
Q1	5303
median	5353
Q3	5378
95-th percentile	5403.8
Maximum	5409
Range	206
Interquartile range (IQR)	75

Descriptive statistics

Standard deviation	55.289133
Coefficient of variation (CV)	0.010365721
Kurtosis	-0.71557128
Mean	5333.8435
Median Absolute Deviation (MAD)	38
Skewness	-0.61433458
Sum	1840176
Variance	3056.8882
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5355	44	9.1%
5328	14	2.9%
5398	11	2.3%
5238	10	2.1%
5385	10	2.1%
5396	8	1.7%
5373	8	1.7%
5251	8	1.7%
5303	6	1.2%
5405	6	1.2%
Other values (108)	220	45.5%
(Missing)	138	28.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5203	3	0.6%
5210	1	0.2%
5211	3	0.6%
5220	1	0.2%
5221	2	0.4%
5222	2	0.4%
5230	1	0.2%
5236	1	0.2%
5237	1	0.2%
5238	10	2.1%

Value	Count	Frequency (%)
5409	1	0.2%
5408	4	0.8%
5407	2	0.4%
5406	2	0.4%
5405	6	1.2%
5404	3	0.6%
5403	3	0.6%
5402	1	0.2%
5400	4	0.8%
5399	5	1.0%

사업장명
Text

Distinct	471
Distinct (%)	97.5%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

Length

Max length	19
Median length	14
Mean length	7.1925466
Min length	2

Characters and Unicode

Total characters	3474
Distinct characters	457
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	459 ?
Unique (%)	95.0%

Sample

1st row	주)해태유통
2nd row	(주)한길에스디
3rd row	농협중앙회(죽산경제)
4th row	한가람식품
5th row	성진식품

Value	Count	Frequency (%)
주식회사	54	9.6%
주)에이뷰	2	0.4%
진주식품	2	0.4%
온어스	2	0.4%
주)이든힐	2	0.4%
주)세이브씨앤라이프	2	0.4%
한국효모(주	2	0.4%
버틀	2	0.4%
에프시코리아	2	0.4%
지미앤잭	2	0.4%
Other values (486)	491	87.2%

Most occurring characters

Value	Count	Frequency (%)
주	261	7.5%
)	204	5.9%
(	202	5.8%
이	136	3.9%
스	98	2.8%
식	89	2.6%
	80	2.3%
사	78	2.2%
드	67	1.9%
회	65	1.9%
Other values (447)	2194	63.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2905	83.6%
Close Punctuation	204	5.9%
Open Punctuation	202	5.8%
Space Separator	80	2.3%
Lowercase Letter	35	1.0%
Uppercase Letter	34	1.0%
Decimal Number	7	0.2%
Other Punctuation	5	0.1%
Dash Punctuation	2	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	261	9.0%
이	136	4.7%
스	98	3.4%
식	89	3.1%
사	78	2.7%
드	67	2.3%
회	65	2.2%
에	58	2.0%
리	56	1.9%
아	45	1.5%
Other values (403)	1952	67.2%

Lowercase Letter

Value	Count	Frequency (%)
o	8	22.9%
n	4	11.4%
e	2	5.7%
h	2	5.7%
d	2	5.7%
y	2	5.7%
a	2	5.7%
s	2	5.7%
t	2	5.7%
l	1	2.9%
Other values (8)	8	22.9%

Uppercase Letter

Value	Count	Frequency (%)
C	5	14.7%
G	4	11.8%
F	4	11.8%
M	3	8.8%
B	3	8.8%
U	2	5.9%
O	2	5.9%
T	2	5.9%
L	2	5.9%
H	1	2.9%
Other values (6)	6	17.6%

Decimal Number

Value	Count	Frequency (%)
4	2	28.6%
1	2	28.6%
0	2	28.6%
2	1	14.3%

Other Punctuation

Value	Count	Frequency (%)
.	3	60.0%
&	2	40.0%

Close Punctuation

Value	Count	Frequency (%)
)	204	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	202	100.0%

Space Separator

Value	Count	Frequency (%)
	80	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2905	83.6%
Common	500	14.4%
Latin	69	2.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	261	9.0%
이	136	4.7%
스	98	3.4%
식	89	3.1%
사	78	2.7%
드	67	2.3%
회	65	2.2%
에	58	2.0%
리	56	1.9%
아	45	1.5%
Other values (403)	1952	67.2%

Latin

Value	Count	Frequency (%)
o	8	11.6%
C	5	7.2%
G	4	5.8%
F	4	5.8%
n	4	5.8%
M	3	4.3%
B	3	4.3%
e	2	2.9%
U	2	2.9%
h	2	2.9%
Other values (24)	32	46.4%

Common

Value	Count	Frequency (%)
)	204	40.8%
(	202	40.4%
	80	16.0%
.	3	0.6%
4	2	0.4%
&	2	0.4%
-	2	0.4%
1	2	0.4%
0	2	0.4%
2	1	0.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2905	83.6%
ASCII	569	16.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	261	9.0%
이	136	4.7%
스	98	3.4%
식	89	3.1%
사	78	2.7%
드	67	2.3%
회	65	2.2%
에	58	2.0%
리	56	1.9%
아	45	1.5%
Other values (403)	1952	67.2%

ASCII

Value	Count	Frequency (%)
)	204	35.9%
(	202	35.5%
	80	14.1%
o	8	1.4%
C	5	0.9%
G	4	0.7%
F	4	0.7%
n	4	0.7%
M	3	0.5%
.	3	0.5%
Other values (34)	52	9.1%

최종수정일자
Date

Distinct	469
Distinct (%)	97.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

Minimum	1999-02-08 00:00:00
Maximum	2024-05-09 15:37:09

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

I	313
U	170

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	U
3rd row	I
4th row	I
5th row	I

Common Values

Value	Count	Frequency (%)
I	313	64.8%
U	170	35.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	313	64.8%
u	170	35.2%

데이터갱신일자
Date

Distinct	208
Distinct (%)	43.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-05 00:04:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

유통전문판매업	483

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
유통전문판매업	483	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
유통전문판매업	483	100.0%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	330
Distinct (%)	69.0%
Missing	5
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	211967.84

Minimum	210553.29
Maximum	216068.69
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 KiB

Quantile statistics

Minimum	210553.29
5-th percentile	210722.47
Q1	211203.68
median	211853.37
Q3	212326.29
95-th percentile	214844.26
Maximum	216068.69
Range	5515.4037
Interquartile range (IQR)	1122.6105

Descriptive statistics

Standard deviation	1085.402
Coefficient of variation (CV)	0.0051205975
Kurtosis	2.5347358
Mean	211967.84
Median Absolute Deviation (MAD)	557.70201
Skewness	1.5041411
Sum	1.0132063 × 10⁸
Variance	1178097.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
212143.778930005	37	7.7%
211458.648093395	9	1.9%
210970.75707265	7	1.4%
210935.038615054	5	1.0%
210744.81545375	5	1.0%
210830.134427385	4	0.8%
211333.659909016	4	0.8%
211547.884004591	3	0.6%
211296.408208918	3	0.6%
211387.261448627	3	0.6%
Other values (320)	398	82.4%
(Missing)	5	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
210553.290352325	1	0.2%
210558.095600946	2	0.4%
210613.801723814	1	0.2%
210621.954868934	2	0.4%
210632.575128544	1	0.2%
210633.27634857	1	0.2%
210634.358221322	2	0.4%
210669.722533894	1	0.2%
210670.369892293	3	0.6%
210670.952245602	3	0.6%

Value	Count	Frequency (%)
216068.694008834	1	0.2%
216018.463725432	1	0.2%
215422.746119624	1	0.2%
215400.574803	1	0.2%
215379.100058	1	0.2%
215366.063352066	1	0.2%
215348.633292512	1	0.2%
215346.539174332	1	0.2%
215327.573332527	1	0.2%
215206.101435737	1	0.2%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	330
Distinct (%)	69.0%
Missing	5
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	448522.66

Minimum	446598.59
Maximum	451795.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 KiB

Quantile statistics

Minimum	446598.59
5-th percentile	447154.26
Q1	447743.33
median	448314.08
Q3	449328.92
95-th percentile	450316.26
Maximum	451795.6
Range	5197.0066
Interquartile range (IQR)	1585.5854

Descriptive statistics

Standard deviation	1033.6891
Coefficient of variation (CV)	0.0023046531
Kurtosis	-0.11940664
Mean	448522.66
Median Absolute Deviation (MAD)	725.54311
Skewness	0.621074
Sum	2.1439383 × 10⁸
Variance	1068513.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
448048.253831401	37	7.7%
450316.255472825	9	1.9%
448713.31669728	7	1.4%
448663.480515858	5	1.0%
447427.034954557	5	1.0%
448618.9907646	4	0.8%
450146.941145682	4	0.8%
446812.537064604	3	0.6%
447520.782684761	3	0.6%
447200.708513892	3	0.6%
Other values (320)	398	82.4%
(Missing)	5	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
446598.591776331	1	0.2%
446680.303498539	1	0.2%
446732.640167362	2	0.4%
446748.493341691	1	0.2%
446812.537064604	3	0.6%
446857.032145865	1	0.2%
446882.690089639	1	0.2%
446899.812821946	2	0.4%
446940.608800863	1	0.2%
446959.181297857	1	0.2%

Value	Count	Frequency (%)
451795.598336335	1	0.2%
451707.466249	1	0.2%
451691.505203	1	0.2%
451625.467060082	1	0.2%
451618.231227225	1	0.2%
451478.410475571	1	0.2%
451035.074054645	1	0.2%
451026.433073355	1	0.2%
450919.127020114	1	0.2%
450913.15929427	1	0.2%

위생업태명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

유통전문판매업	340
<NA>	143

Length

Max length	7
Median length	7
Mean length	6.1118012
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
유통전문판매업	340	70.4%
<NA>	143	29.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
유통전문판매업	340	70.4%
na	143	29.6%

남성종사자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	410
0	65
1	6
2	2

Length

Max length	4
Median length	4
Mean length	3.5465839
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	410	84.9%
0	65	13.5%
1	6	1.2%
2	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	410	84.9%
0	65	13.5%
1	6	1.2%
2	2	0.4%

여성종사자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	410
0	69
1	3
2	1

Length

Max length	4
Median length	4
Mean length	3.5465839
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	410	84.9%
0	69	14.3%
1	3	0.6%
2	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	410	84.9%
0	69	14.3%
1	3	0.6%
2	1	0.2%

영업장주변구분명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	444
기타	22
주택가주변	15
아파트지역	1
유흥업소밀집지역	1

Length

Max length	8
Median length	4
Mean length	3.9503106
Min length	2

Unique

Unique	2 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	444	91.9%
기타	22	4.6%
주택가주변	15	3.1%
아파트지역	1	0.2%
유흥업소밀집지역	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	444	91.9%
기타	22	4.6%
주택가주변	15	3.1%
아파트지역	1	0.2%
유흥업소밀집지역	1	0.2%

등급구분명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	444
자율	31
기타	7
관리	1

Length

Max length	4
Median length	4
Mean length	3.8385093
Min length	2

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	444	91.9%
자율	31	6.4%
기타	7	1.4%
관리	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	444	91.9%
자율	31	6.4%
기타	7	1.4%
관리	1	0.2%

급수시설구분명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	398
상수도전용	85

Length

Max length	5
Median length	4
Mean length	4.1759834
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	398	82.4%
상수도전용	85	17.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	398	82.4%
상수도전용	85	17.6%

총인원
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	438
0	45

Length

Max length	4
Median length	4
Mean length	3.7204969
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>	438	90.7%
0	45	9.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	438	90.7%
0	45	9.3%

본사종업원수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	351
0	130
20	1
1	1

Length

Max length	4
Median length	4
Mean length	3.1821946
Min length	1

Unique

Unique	2 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	351	72.7%
0	130	26.9%
20	1	0.2%
1	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	351	72.7%
0	130	26.9%
20	1	0.2%
1	1	0.2%

공장사무직종업원수
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	352
0	130
1	1

Length

Max length	4
Median length	4
Mean length	3.1863354
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	352	72.9%
0	130	26.9%
1	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	352	72.9%
0	130	26.9%
1	1	0.2%

공장판매직종업원수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	353
0	130

Length

Max length	4
Median length	4
Mean length	3.1925466
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	353	73.1%
0	130	26.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	353	73.1%
0	130	26.9%

공장생산직종업원수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	353
0	130

Length

Max length	4
Median length	4
Mean length	3.1925466
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	353	73.1%
0	130	26.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	353	73.1%
0	130	26.9%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	211
임대	210
자가	62

Length

Max length	4
Median length	2
Mean length	2.873706
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	211	43.7%
임대	210	43.5%
자가	62	12.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	211	43.7%
임대	210	43.5%
자가	62	12.8%

보증액
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	390
0	93

Length

Max length	4
Median length	4
Mean length	3.4223602
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>	390	80.7%
0	93	19.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	390	80.7%
0	93	19.3%

월세액
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	390
0	93

Length

Max length	4
Median length	4
Mean length	3.4223602
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>	390	80.7%
0	93	19.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	390	80.7%
0	93	19.3%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.3%
Missing	143
Missing (%)	29.6%
Memory size	1.1 KiB

False	340
(Missing)	143

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	340	70.4%
(Missing)	143	29.6%

시설총규모
Real number (ℝ)

MISSING ZEROS

Distinct	23
Distinct (%)	6.8%
Missing	143
Missing (%)	29.6%
Infinite	0
Infinite (%)	0.0%
Mean	3.5282059

Minimum	0
Maximum	180.15
Zeros	316
Zeros (%)	65.4%
Negative	0
Negative (%)	0.0%
Memory size	4.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	20
Maximum	180.15
Range	180.15
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	18.524542
Coefficient of variation (CV)	5.2504141
Kurtosis	61.786123
Mean	3.5282059
Median Absolute Deviation (MAD)	0
Skewness	7.4521875
Sum	1199.59
Variance	343.15865
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0.0	316	65.4%
20.0	2	0.4%
16.5	2	0.4%
18.5	1	0.2%
28.0	1	0.2%
2.24	1	0.2%
33.0	1	0.2%
30.0	1	0.2%
180.15	1	0.2%
5.0	1	0.2%
Other values (13)	13	2.7%
(Missing)	143	29.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	316	65.4%
2.24	1	0.2%
5.0	1	0.2%
15.21	1	0.2%
16.5	2	0.4%
18.5	1	0.2%
20.0	2	0.4%
27.27	1	0.2%
28.0	1	0.2%
28.43	1	0.2%

Value	Count	Frequency (%)
180.15	1	0.2%
170.0	1	0.2%
165.0	1	0.2%
99.8	1	0.2%
66.0	1	0.2%
49.93	1	0.2%
49.5	1	0.2%
48.0	1	0.2%
43.29	1	0.2%
36.0	1	0.2%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	483
Missing (%)	100.0%
Memory size	4.4 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	483
Missing (%)	100.0%
Memory size	4.4 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	483
Missing (%)	100.0%
Memory size	4.4 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	전통업소지정번호	전통업소주된음식	홈페이지
0	3240000	3240000-113-1996-00455	19960906	<NA>	3	폐업	2	폐업	20080219	<NA>	<NA>	<NA>	02 4400783	112.87	134825	서울특별시 강동구 명일동 47-7	<NA>	<NA>	주)해태유통	2002-08-21 00:00:00	I	2018-08-31 23:59:59.0	유통전문판매업	213715.02802	450204.740257	유통전문판매업	0	0	아파트지역	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
1	3240000	3240000-113-1997-00454	19970721	<NA>	3	폐업	2	폐업	20210416	<NA>	<NA>	<NA>	02 4282091	150.00	134857	서울특별시 강동구 암사동 462-3	서울특별시 강동구 올림픽로 820 (암사동)	5251	(주)한길에스디	2021-04-16 11:51:35	U	2021-04-18 02:40:00.0	유통전문판매업	211349.725354	450207.018195	유통전문판매업	2	0	주택가주변	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
2	3240000	3240000-113-1997-00752	19970526	<NA>	3	폐업	2	폐업	20010525	<NA>	<NA>	<NA>	02	76.00	134851	서울특별시 강동구 성내동 553-0	<NA>	<NA>	농협중앙회(죽산경제)	2001-05-25 00:00:00	I	2018-08-31 23:59:59.0	유통전문판매업	210613.801724	447486.690483	유통전문판매업	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
3	3240000	3240000-113-1997-00753	19971120	<NA>	3	폐업	2	폐업	20051021	<NA>	<NA>	<NA>	02 4299244	26.90	134838	서울특별시 강동구 상일동 329-1	<NA>	<NA>	한가람식품	2004-04-13 00:00:00	I	2018-08-31 23:59:59.0	유통전문판매업	215206.101436	449506.919522	유통전문판매업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	0	0	0	임대	<NA>	<NA>	N	<NA>	<NA>	<NA>
4	3240000	3240000-113-1997-00754	19970306	<NA>	3	폐업	2	폐업	20040802	<NA>	<NA>	<NA>	02 4850622	32.37	134817	서울특별시 강동구 둔촌동 39-9	<NA>	<NA>	성진식품	2004-04-13 00:00:00	I	2018-08-31 23:59:59.0	유통전문판매업	212726.127307	447741.78085	유통전문판매업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	0	0	0	임대	<NA>	<NA>	N	<NA>	<NA>	<NA>
5	3240000	3240000-113-1999-00494	19990208	<NA>	3	폐업	2	폐업	20030317	<NA>	<NA>	<NA>	02 4845339	30.03	134880	서울특별시 강동구 길동 386-8 실버오피스텔 206호	<NA>	<NA>	(주)이슈메이커	1999-02-08 00:00:00	I	2018-08-31 23:59:59.0	유통전문판매업	212068.530567	448392.393404	유통전문판매업	0	0	기타	자율	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
6	3240000	3240000-113-1999-00573	19990621	<NA>	3	폐업	2	폐업	20010523	<NA>	<NA>	<NA>	02	54.52	134847	서울특별시 강동구 성내동 449-20	<NA>	<NA>	케이에스엘통상	2001-05-23 00:00:00	I	2018-08-31 23:59:59.0	유통전문판매업	<NA>	<NA>	유통전문판매업	0	0	기타	자율	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
7	3240000	3240000-113-1999-00574	19990622	<NA>	3	폐업	2	폐업	20000627	<NA>	<NA>	<NA>	02	76.76	134858	서울특별시 강동구 암사동 456-0	<NA>	<NA>	(주)엠에스푸드	2000-06-27 00:00:00	I	2018-08-31 23:59:59.0	유통전문판매업	211774.016604	450194.494846	유통전문판매업	0	0	기타	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
8	3240000	3240000-113-1999-00575	19990622	<NA>	3	폐업	2	폐업	20051117	<NA>	<NA>	<NA>	02 4865551	59.96	134885	서울특별시 강동구 성내동 448-8 한국수자원기술공단2층	<NA>	<NA>	그린들	1999-06-22 00:00:00	I	2018-08-31 23:59:59.0	유통전문판매업	211309.356542	446899.812822	유통전문판매업	0	0	기타	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
9	3240000	3240000-113-1999-00588	19990712	<NA>	3	폐업	2	폐업	20030128	<NA>	<NA>	<NA>	02 4278140	72.86	134858	서울특별시 강동구 암사동 458-31	<NA>	<NA>	대명	1999-07-12 00:00:00	I	2018-08-31 23:59:59.0	유통전문판매업	211747.994509	450202.699709	유통전문판매업	0	0	기타	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<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
473	3240000	3240000-113-2024-00003	2024-01-18	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	6.60	134-090	서울특별시 강동구 상일동 490 고덕리엔파크3단지아파트	서울특별시 강동구 상일로 74, 323동 1304호 (상일동, 고덕리엔파크3단지아파트)	5287	주식회사 뉴트라이	2024-01-18 15:40:28	I	2023-11-30 22:00:00.0	유통전문판매업	215422.74612	450031.389223	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
474	3240000	3240000-113-2024-00005	2024-02-15	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	6.60	134-867	서울특별시 강동구 천호동 309	서울특별시 강동구 천중로15나길 2, 501호 (천호동)	5322	미소	2024-02-15 14:57:05	I	2023-12-01 23:07:00.0	유통전문판매업	211285.422071	449363.032685	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
475	3240000	3240000-113-2024-00006	2024-02-20	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	3.30	134-864	서울특별시 강동구 천호동 447-17 강동역 신동아 파밀리에	서울특별시 강동구 천호대로 1089, 1102동 3403호 (천호동, 강동역 신동아 파밀리에)	5339	텔노마드	2024-02-20 09:28:05	I	2023-12-01 22:02:00.0	유통전문판매업	211712.429305	448270.957716	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
476	3240000	3240000-113-2024-00007	2024-03-04	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	30.00	134-856	서울특별시 강동구 암사동 485-41	서울특별시 강동구 구천면로47가길 12, 1층 (암사동)	5260	온도도시협동조합	2024-03-04 11:59:01	I	2023-12-03 00:06:00.0	유통전문판매업	211784.047833	449675.570437	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
477	3240000	3240000-113-2024-00008	2024-03-21	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	48.10	134-818	서울특별시 강동구 둔촌동 94-16 동아아파트	서울특별시 강동구 진황도로61길 18, 8층 803호 (둔촌동, 동아아파트)	5369	닥터에이지이	2024-03-21 10:34:13	I	2023-12-02 22:03:00.0	유통전문판매업	212677.702154	447402.506351	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
478	3240000	3240000-113-2024-00009	2024-04-12	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 326 3871	10.00	134-855	서울특별시 강동구 암사동 441-4 금강블루주택	서울특별시 강동구 올림픽로104길 22, 금강블루주택 701호 (암사동)	5238	투핸즈(twohands)	2024-04-12 17:38:17	I	2023-12-03 23:04:00.0	유통전문판매업	211494.278843	450364.939156	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
479	3240000	3240000-113-2024-00010	2024-04-24	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	4.50	134-809	서울특별시 강동구 길동 172-3	서울특별시 강동구 천호대로201길 18, 204호 (길동)	5347	온어스	2024-04-24 13:33:08	I	2023-12-03 22:06:00.0	유통전문판매업	213247.524651	448471.651054	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
480	3240000	3240000-113-2024-00011	2024-05-01	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	3.30	134-814	서울특별시 강동구 길동 412-12 부에노빌딩	서울특별시 강동구 양재대로 1457, 부에노빌딩 5181호 (길동)	5353	리즈&Co	2024-05-01 13:18:54	I	2023-12-05 00:03:00.0	유통전문판매업	212215.378259	448196.85466	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
481	3240000	3240000-113-2024-00012	2024-05-02	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	22.68	134-851	서울특별시 강동구 성내동 556-2 청일 베르네	서울특별시 강동구 성내로6길 20, 3층 303호 (성내동, 청일 베르네)	5398	(주)제이원웍스	2024-05-02 15:51:57	I	2023-12-05 00:04:00.0	유통전문판매업	210744.815454	447427.034955	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
482	3240000	3240000-113-2024-00013	2024-05-09	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	6.60	134-814	서울특별시 강동구 길동 459-3 강동그린타워	서울특별시 강동구 천호대로 1139, 강동그린타워 905호 (길동)	5355	주식회사 케이에프씨	2024-05-09 15:37:09	I	2023-12-04 23:01:00.0	유통전문판매업	212143.77893	448048.253831	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

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Dash Punctuation

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Most frequent character per script

Common

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ASCII

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Common Values (Plot)

Common Values

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Common Values (Plot)

Common Values

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Common Values (Plot)

Common Values

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Common Values (Plot)

Most occurring characters

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Most frequent character per category

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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

Decimal Number

Uppercase Letter

Lowercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Han

Most occurring blocks