gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	466
Missing cells	4317
Missing cells (%)	21.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	170.8 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	금천구
URL	https://data.seoul.go.kr/dataList/OA-18269/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`남성종사자수` is highly imbalanced (73.9%)	Imbalance
`여성종사자수` is highly imbalanced (69.9%)	Imbalance
`영업장주변구분명` is highly imbalanced (61.8%)	Imbalance
`등급구분명` is highly imbalanced (61.8%)	Imbalance
`총인원` is highly imbalanced (77.4%)	Imbalance
`본사종업원수` is highly imbalanced (54.4%)	Imbalance
`보증액` is highly imbalanced (73.2%)	Imbalance
`월세액` is highly imbalanced (73.2%)	Imbalance
`인허가취소일자` has 466 (100.0%) missing values	Missing
`폐업일자` has 94 (20.2%) missing values	Missing
`휴업시작일자` has 466 (100.0%) missing values	Missing
`휴업종료일자` has 466 (100.0%) missing values	Missing
`재개업일자` has 466 (100.0%) missing values	Missing
`전화번호` has 153 (32.8%) missing values	Missing
`소재지면적` has 28 (6.0%) missing values	Missing
`도로명주소` has 209 (44.8%) missing values	Missing
`도로명우편번호` has 211 (45.3%) missing values	Missing
`공장생산직종업원수` has 224 (48.1%) missing values	Missing
`다중이용업소여부` has 65 (13.9%) missing values	Missing
`시설총규모` has 65 (13.9%) missing values	Missing
`전통업소지정번호` has 466 (100.0%) missing values	Missing
`전통업소주된음식` has 466 (100.0%) missing values	Missing
`홈페이지` has 466 (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
`공장생산직종업원수` has 232 (49.8%) zeros	Zeros
`시설총규모` has 324 (69.5%) zeros	Zeros

Reproduction

Analysis started	2024-05-17 23:19:39.151090
Analysis finished	2024-05-17 23:19:41.168097
Duration	2.02 seconds
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	3.8 KiB

3170000	466

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3170000
2nd row	3170000
3rd row	3170000
4th row	3170000
5th row	3170000

Common Values

Value	Count	Frequency (%)
3170000	466	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3170000	466	100.0%

관리번호
Text

UNIQUE

Distinct	466
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

Length

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

Characters and Unicode

Total characters	10252
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	466 ?
Unique (%)	100.0%

Sample

1st row	3170000-106-1969-00265
2nd row	3170000-106-1982-00230
3rd row	3170000-106-1985-00264
4th row	3170000-106-1986-00243
5th row	3170000-106-1987-00251

Value	Count	Frequency (%)
3170000-106-1969-00265	1	0.2%
3170000-106-2016-00002	1	0.2%
3170000-106-2014-00002	1	0.2%
3170000-106-2014-00001	1	0.2%
3170000-106-2013-00013	1	0.2%
3170000-106-2013-00012	1	0.2%
3170000-106-2013-00011	1	0.2%
3170000-106-2013-00010	1	0.2%
3170000-106-2013-00009	1	0.2%
3170000-106-2013-00008	1	0.2%
Other values (456)	456	97.9%

Most occurring characters

Value	Count	Frequency (%)
0	4515	44.0%
1	1452	14.2%
-	1398	13.6%
2	639	6.2%
3	592	5.8%
6	569	5.6%
7	546	5.3%
9	238	2.3%
4	109	1.1%
8	101	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8854	86.4%
Dash Punctuation	1398	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4515	51.0%
1	1452	16.4%
2	639	7.2%
3	592	6.7%
6	569	6.4%
7	546	6.2%
9	238	2.7%
4	109	1.2%
8	101	1.1%
5	93	1.1%

Dash Punctuation

Value	Count	Frequency (%)
-	1398	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10252	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4515	44.0%
1	1452	14.2%
-	1398	13.6%
2	639	6.2%
3	592	5.8%
6	569	5.6%
7	546	5.3%
9	238	2.3%
4	109	1.1%
8	101	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10252	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4515	44.0%
1	1452	14.2%
-	1398	13.6%
2	639	6.2%
3	592	5.8%
6	569	5.6%
7	546	5.3%
9	238	2.3%
4	109	1.1%
8	101	1.0%

인허가일자
Date

Distinct	436
Distinct (%)	93.6%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

Minimum	1969-12-04 00:00:00
Maximum	2024-05-10 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	466
Missing (%)	100.0%
Memory size	4.2 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

3	372
1	94

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	372	79.8%
1	94	20.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	372	79.8%
1	94	20.2%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

폐업	372
영업/정상	94

Length

Max length	5
Median length	2
Mean length	2.6051502
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	372	79.8%
영업/정상	94	20.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	372	79.8%
영업/정상	94	20.2%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

2	372
1	94

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	372	79.8%
1	94	20.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	372	79.8%
1	94	20.2%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

폐업	372
영업	94

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	372	79.8%
영업	94	20.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	372	79.8%
영업	94	20.2%

폐업일자
Date

MISSING

Distinct	339
Distinct (%)	91.1%
Missing	94
Missing (%)	20.2%
Memory size	3.8 KiB

Minimum	1991-02-02 00:00:00
Maximum	2024-05-07 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	466
Missing (%)	100.0%
Memory size	4.2 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	466
Missing (%)	100.0%
Memory size	4.2 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	466
Missing (%)	100.0%
Memory size	4.2 KiB

전화번호
Text

MISSING

Distinct	292
Distinct (%)	93.3%
Missing	153
Missing (%)	32.8%
Memory size	3.8 KiB

Length

Max length	12
Median length	11
Mean length	10.134185
Min length	2

Characters and Unicode

Total characters	3172
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 (%)	90.1%

Sample

1st row	02 8676161
2nd row	02 8558442
3rd row	02 8534408
4th row	02 8664119
5th row	02 8028773

Value	Count	Frequency (%)
02	234	38.4%
070	15	2.5%
858	5	0.8%
804	3	0.5%
855	3	0.5%
8948080	3	0.5%
803	3	0.5%
868	3	0.5%
839	2	0.3%
851	2	0.3%
Other values (322)	336	55.2%

Most occurring characters

Value	Count	Frequency (%)
0	584	18.4%
2	437	13.8%
8	407	12.8%
	403	12.7%
3	215	6.8%
5	204	6.4%
9	191	6.0%
4	188	5.9%
7	186	5.9%
6	186	5.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2769	87.3%
Space Separator	403	12.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	584	21.1%
2	437	15.8%
8	407	14.7%
3	215	7.8%
5	204	7.4%
9	191	6.9%
4	188	6.8%
7	186	6.7%
6	186	6.7%
1	171	6.2%

Space Separator

Value	Count	Frequency (%)
	403	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3172	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	584	18.4%
2	437	13.8%
8	407	12.8%
	403	12.7%
3	215	6.8%
5	204	6.4%
9	191	6.0%
4	188	5.9%
7	186	5.9%
6	186	5.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3172	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	584	18.4%
2	437	13.8%
8	407	12.8%
	403	12.7%
3	215	6.8%
5	204	6.4%
9	191	6.0%
4	188	5.9%
7	186	5.9%
6	186	5.9%

소재지면적
Text

MISSING

Distinct	409
Distinct (%)	93.4%
Missing	28
Missing (%)	6.0%
Memory size	3.8 KiB

Length

Max length	8
Median length	6
Mean length	5.4771689
Min length	3

Characters and Unicode

Total characters	2399
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	385 ?
Unique (%)	87.9%

Sample

1st row	548.56
2nd row	134.46
3rd row	264.67
4th row	174.20
5th row	161.34

Value	Count	Frequency (%)
00	5	1.1%
132.00	3	0.7%
927.40	3	0.7%
416.38	2	0.5%
120.91	2	0.5%
168.50	2	0.5%
7.83	2	0.5%
134.30	2	0.5%
328.50	2	0.5%
412.50	2	0.5%
Other values (399)	413	94.3%

Most occurring characters

Value	Count	Frequency (%)
.	438	18.3%
0	292	12.2%
1	276	11.5%
2	244	10.2%
3	208	8.7%
4	183	7.6%
6	174	7.3%
7	156	6.5%
8	150	6.3%
5	143	6.0%
Other values (2)	135	5.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1960	81.7%
Other Punctuation	439	18.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	292	14.9%
1	276	14.1%
2	244	12.4%
3	208	10.6%
4	183	9.3%
6	174	8.9%
7	156	8.0%
8	150	7.7%
5	143	7.3%
9	134	6.8%

Other Punctuation

Value	Count	Frequency (%)
.	438	99.8%
,	1	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	2399	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	438	18.3%
0	292	12.2%
1	276	11.5%
2	244	10.2%
3	208	8.7%
4	183	7.6%
6	174	7.3%
7	156	6.5%
8	150	6.3%
5	143	6.0%
Other values (2)	135	5.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2399	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	438	18.3%
0	292	12.2%
1	276	11.5%
2	244	10.2%
3	208	8.7%
4	183	7.6%
6	174	7.3%
7	156	6.5%
8	150	6.3%
5	143	6.0%
Other values (2)	135	5.6%

소재지우편번호
Text

Distinct	72
Distinct (%)	15.5%
Missing	1
Missing (%)	0.2%
Memory size	3.8 KiB

Length

Max length	7
Median length	6
Mean length	6.1010753
Min length	6

Characters and Unicode

Total characters	2837
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	31 ?
Unique (%)	6.7%

Sample

1st row	153801
2nd row	153812
3rd row	153803
4th row	153813
5th row	153829

Value	Count	Frequency (%)
153803	86	18.5%
153801	51	11.0%
153802	42	9.0%
153813	34	7.3%
153829	17	3.7%
153-803	17	3.7%
153814	17	3.7%
153861	12	2.6%
153825	10	2.2%
153-802	10	2.2%
Other values (62)	169	36.3%

Most occurring characters

Value	Count	Frequency (%)
3	650	22.9%
1	619	21.8%
5	513	18.1%
8	463	16.3%
0	255	9.0%
2	102	3.6%
6	77	2.7%
-	47	1.7%
7	43	1.5%
4	39	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2790	98.3%
Dash Punctuation	47	1.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	650	23.3%
1	619	22.2%
5	513	18.4%
8	463	16.6%
0	255	9.1%
2	102	3.7%
6	77	2.8%
7	43	1.5%
4	39	1.4%
9	29	1.0%

Dash Punctuation

Value	Count	Frequency (%)
-	47	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2837	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	650	22.9%
1	619	21.8%
5	513	18.1%
8	463	16.3%
0	255	9.0%
2	102	3.6%
6	77	2.7%
-	47	1.7%
7	43	1.5%
4	39	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2837	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	650	22.9%
1	619	21.8%
5	513	18.1%
8	463	16.3%
0	255	9.0%
2	102	3.6%
6	77	2.7%
-	47	1.7%
7	43	1.5%
4	39	1.4%

지번주소
Text

Distinct	420
Distinct (%)	90.3%
Missing	1
Missing (%)	0.2%
Memory size	3.8 KiB

Length

Max length	64
Median length	50
Mean length	29.434409
Min length	18

Characters and Unicode

Total characters	13687
Distinct characters	219
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	385 ?
Unique (%)	82.8%

Sample

1st row	서울특별시 금천구 가산동 234-42번지 [사당길 11]
2nd row	서울특별시 금천구 독산동 289-3번지
3rd row	서울특별시 금천구 가산동 664-0번지
4th row	서울특별시 금천구 독산동 297-6번지
5th row	서울특별시 금천구 독산동 1006-185번지

Value	Count	Frequency (%)
금천구	466	19.4%
서울특별시	465	19.3%
가산동	234	9.7%
독산동	144	6.0%
시흥동	87	3.6%
지하1층	18	0.7%
지상1층	18	0.7%
지상2층	15	0.6%
1층	13	0.5%
336-8번지	11	0.5%
Other values (654)	934	38.8%

Most occurring characters

Value	Count	Frequency (%)
	2302	16.8%
1	566	4.1%
시	563	4.1%
동	503	3.7%
지	476	3.5%
서	470	3.4%
금	470	3.4%
구	468	3.4%
천	467	3.4%
별	466	3.4%
Other values (209)	6936	50.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7672	56.1%
Decimal Number	2864	20.9%
Space Separator	2302	16.8%
Dash Punctuation	446	3.3%
Open Punctuation	139	1.0%
Close Punctuation	139	1.0%
Uppercase Letter	81	0.6%
Other Punctuation	37	0.3%
Math Symbol	6	< 0.1%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	563	7.3%
동	503	6.6%
지	476	6.2%
서	470	6.1%
금	470	6.1%
구	468	6.1%
천	467	6.1%
별	466	6.1%
특	465	6.1%
울	465	6.1%
Other values (179)	2859	37.3%

Decimal Number

Value	Count	Frequency (%)
1	566	19.8%
3	354	12.4%
2	336	11.7%
0	320	11.2%
4	283	9.9%
5	257	9.0%
9	235	8.2%
8	182	6.4%
6	174	6.1%
7	157	5.5%

Uppercase Letter

Value	Count	Frequency (%)
B	30	37.0%
T	10	12.3%
S	9	11.1%
K	9	11.1%
I	9	11.1%
C	6	7.4%
A	6	7.4%
V	1	1.2%
X	1	1.2%

Other Punctuation

Value	Count	Frequency (%)
,	32	86.5%
/	4	10.8%
:	1	2.7%

Open Punctuation

Value	Count	Frequency (%)
(	73	52.5%
[	66	47.5%

Close Punctuation

Value	Count	Frequency (%)
)	73	52.5%
]	66	47.5%

Space Separator

Value	Count	Frequency (%)
	2302	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	446	100.0%

Math Symbol

Value	Count	Frequency (%)
~	6	100.0%

Lowercase Letter

Value	Count	Frequency (%)
c	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7672	56.1%
Common	5933	43.3%
Latin	82	0.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	563	7.3%
동	503	6.6%
지	476	6.2%
서	470	6.1%
금	470	6.1%
구	468	6.1%
천	467	6.1%
별	466	6.1%
특	465	6.1%
울	465	6.1%
Other values (179)	2859	37.3%

Common

Value	Count	Frequency (%)
	2302	38.8%
1	566	9.5%
-	446	7.5%
3	354	6.0%
2	336	5.7%
0	320	5.4%
4	283	4.8%
5	257	4.3%
9	235	4.0%
8	182	3.1%
Other values (10)	652	11.0%

Latin

Value	Count	Frequency (%)
B	30	36.6%
T	10	12.2%
S	9	11.0%
K	9	11.0%
I	9	11.0%
C	6	7.3%
A	6	7.3%
V	1	1.2%
X	1	1.2%
c	1	1.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7672	56.1%
ASCII	6015	43.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2302	38.3%
1	566	9.4%
-	446	7.4%
3	354	5.9%
2	336	5.6%
0	320	5.3%
4	283	4.7%
5	257	4.3%
9	235	3.9%
8	182	3.0%
Other values (20)	734	12.2%

Hangul

Value	Count	Frequency (%)
시	563	7.3%
동	503	6.6%
지	476	6.2%
서	470	6.1%
금	470	6.1%
구	468	6.1%
천	467	6.1%
별	466	6.1%
특	465	6.1%
울	465	6.1%
Other values (179)	2859	37.3%

도로명주소
Text

MISSING

Distinct	250
Distinct (%)	97.3%
Missing	209
Missing (%)	44.8%
Memory size	3.8 KiB

Length

Max length	71
Median length	53
Mean length	40.175097
Min length	24

Characters and Unicode

Total characters	10325
Distinct characters	197
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	243 ?
Unique (%)	94.6%

Sample

1st row	서울특별시 금천구 벚꽃로56길 66 (가산동,[순환샛길 58])
2nd row	서울특별시 금천구 범안로19길 11 (독산동)
3rd row	서울특별시 금천구 범안로11길 61, 1층 (독산동)
4th row	서울특별시 금천구 독산로35길 15-7 (시흥동,[방죽길 17])
5th row	서울특별시 금천구 독산로64길 34 (독산동,[정훈1길 34])

Value	Count	Frequency (%)
서울특별시	257	14.2%
금천구	257	14.2%
가산동	153	8.5%
가산디지털1로	63	3.5%
독산동	48	2.7%
가산디지털2로	39	2.2%
지하1층	26	1.4%
1층	24	1.3%
시흥동	24	1.3%
벚꽃로	20	1.1%
Other values (494)	897	49.6%

Most occurring characters

Value	Count	Frequency (%)
	1552	15.0%
1	548	5.3%
산	403	3.9%
,	343	3.3%
시	330	3.2%
가	299	2.9%
동	283	2.7%
서	278	2.7%
(	275	2.7%
)	275	2.7%
Other values (187)	5739	55.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	5796	56.1%
Decimal Number	1855	18.0%
Space Separator	1552	15.0%
Other Punctuation	348	3.4%
Open Punctuation	292	2.8%
Close Punctuation	292	2.8%
Uppercase Letter	123	1.2%
Dash Punctuation	57	0.6%
Math Symbol	9	0.1%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	403	7.0%
시	330	5.7%
가	299	5.2%
동	283	4.9%
서	278	4.8%
금	263	4.5%
구	258	4.5%
천	258	4.5%
별	257	4.4%
특	257	4.4%
Other values (156)	2910	50.2%

Decimal Number

Value	Count	Frequency (%)
1	548	29.5%
2	245	13.2%
0	221	11.9%
4	150	8.1%
3	148	8.0%
8	129	7.0%
5	121	6.5%
6	117	6.3%
9	89	4.8%
7	87	4.7%

Uppercase Letter

Value	Count	Frequency (%)
B	60	48.8%
K	15	12.2%
S	15	12.2%
T	11	8.9%
I	10	8.1%
C	4	3.3%
A	4	3.3%
F	2	1.6%
X	1	0.8%
V	1	0.8%

Other Punctuation

Value	Count	Frequency (%)
,	343	98.6%
/	4	1.1%
:	1	0.3%

Open Punctuation

Value	Count	Frequency (%)
(	275	94.2%
[	17	5.8%

Close Punctuation

Value	Count	Frequency (%)
)	275	94.2%
]	17	5.8%

Space Separator

Value	Count	Frequency (%)
	1552	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	57	100.0%

Math Symbol

Value	Count	Frequency (%)
~	9	100.0%

Lowercase Letter

Value	Count	Frequency (%)
b	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	5796	56.1%
Common	4405	42.7%
Latin	124	1.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	403	7.0%
시	330	5.7%
가	299	5.2%
동	283	4.9%
서	278	4.8%
금	263	4.5%
구	258	4.5%
천	258	4.5%
별	257	4.4%
특	257	4.4%
Other values (156)	2910	50.2%

Common

Value	Count	Frequency (%)
	1552	35.2%
1	548	12.4%
,	343	7.8%
(	275	6.2%
)	275	6.2%
2	245	5.6%
0	221	5.0%
4	150	3.4%
3	148	3.4%
8	129	2.9%
Other values (10)	519	11.8%

Latin

Value	Count	Frequency (%)
B	60	48.4%
K	15	12.1%
S	15	12.1%
T	11	8.9%
I	10	8.1%
C	4	3.2%
A	4	3.2%
F	2	1.6%
b	1	0.8%
X	1	0.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	5796	56.1%
ASCII	4529	43.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1552	34.3%
1	548	12.1%
,	343	7.6%
(	275	6.1%
)	275	6.1%
2	245	5.4%
0	221	4.9%
4	150	3.3%
3	148	3.3%
8	129	2.8%
Other values (21)	643	14.2%

Hangul

Value	Count	Frequency (%)
산	403	7.0%
시	330	5.7%
가	299	5.2%
동	283	4.9%
서	278	4.8%
금	263	4.5%
구	258	4.5%
천	258	4.5%
별	257	4.4%
특	257	4.4%
Other values (156)	2910	50.2%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	75
Distinct (%)	29.4%
Missing	211
Missing (%)	45.3%
Infinite	0
Infinite (%)	0.0%
Mean	8558.8196

Minimum	8500
Maximum	8654
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

Minimum	8500
5-th percentile	8501
Q1	8510.5
median	8576
Q3	8592
95-th percentile	8639
Maximum	8654
Range	154
Interquartile range (IQR)	81.5

Descriptive statistics

Standard deviation	47.245451
Coefficient of variation (CV)	0.0055200896
Kurtosis	-1.2821571
Mean	8558.8196
Median Absolute Deviation (MAD)	50
Skewness	0.19564534
Sum	2182499
Variance	2232.1327
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8589	21	4.5%
8504	17	3.6%
8501	15	3.2%
8594	13	2.8%
8592	12	2.6%
8506	11	2.4%
8513	10	2.1%
8590	8	1.7%
8503	6	1.3%
8588	6	1.3%
Other values (65)	136	29.2%
(Missing)	211	45.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8500	2	0.4%
8501	15	3.2%
8502	5	1.1%
8503	6	1.3%
8504	17	3.6%
8505	1	0.2%
8506	11	2.4%
8507	3	0.6%
8509	1	0.2%
8510	3	0.6%

Value	Count	Frequency (%)
8654	2	0.4%
8652	5	1.1%
8649	3	0.6%
8644	1	0.2%
8639	4	0.9%
8638	2	0.4%
8637	1	0.2%
8635	2	0.4%
8634	1	0.2%
8632	2	0.4%

사업장명
Text

Distinct	439
Distinct (%)	94.2%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

Length

Max length	40
Median length	21
Mean length	6.7360515
Min length	2

Characters and Unicode

Total characters	3139
Distinct characters	427
Distinct categories	8 ?
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	418 ?
Unique (%)	89.7%

Sample

1st row	영진식품
2nd row	한국맛김
3rd row	영상산업(주)
4th row	한빛농산
5th row	세계식품

Value	Count	Frequency (%)
주식회사	28	5.1%
영진식품	3	0.5%
주)달라스	3	0.5%
주)본야록	3	0.5%
이레식품	3	0.5%
다도원	3	0.5%
레드파이	3	0.5%
2공장	3	0.5%
엔와이푸드	3	0.5%
농업회사법인	3	0.5%
Other values (472)	497	90.0%

Most occurring characters

Value	Count	Frequency (%)
주	166	5.3%
)	147	4.7%
(	147	4.7%
식	135	4.3%
품	103	3.3%
	86	2.7%
이	85	2.7%
스	65	2.1%
드	62	2.0%
푸	48	1.5%
Other values (417)	2095	66.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2610	83.1%
Close Punctuation	147	4.7%
Open Punctuation	147	4.7%
Space Separator	86	2.7%
Uppercase Letter	77	2.5%
Lowercase Letter	45	1.4%
Decimal Number	18	0.6%
Other Punctuation	9	0.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	166	6.4%
식	135	5.2%
품	103	3.9%
이	85	3.3%
스	65	2.5%
드	62	2.4%
푸	48	1.8%
사	46	1.8%
리	44	1.7%
회	37	1.4%
Other values (370)	1819	69.7%

Uppercase Letter

Value	Count	Frequency (%)
B	10	13.0%
O	9	11.7%
C	9	11.7%
F	9	11.7%
E	4	5.2%
M	4	5.2%
K	3	3.9%
I	3	3.9%
A	3	3.9%
D	3	3.9%
Other values (11)	20	26.0%

Lowercase Letter

Value	Count	Frequency (%)
o	6	13.3%
t	5	11.1%
s	4	8.9%
n	4	8.9%
e	4	8.9%
r	4	8.9%
u	4	8.9%
i	3	6.7%
a	3	6.7%
g	2	4.4%
Other values (4)	6	13.3%

Decimal Number

Value	Count	Frequency (%)
1	7	38.9%
2	4	22.2%
3	3	16.7%
0	2	11.1%
4	1	5.6%
5	1	5.6%

Other Punctuation

Value	Count	Frequency (%)
&	7	77.8%
'	1	11.1%
?	1	11.1%

Close Punctuation

Value	Count	Frequency (%)
)	147	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	147	100.0%

Space Separator

Value	Count	Frequency (%)
	86	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2608	83.1%
Common	407	13.0%
Latin	122	3.9%
Han	2	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	166	6.4%
식	135	5.2%
품	103	3.9%
이	85	3.3%
스	65	2.5%
드	62	2.4%
푸	48	1.8%
사	46	1.8%
리	44	1.7%
회	37	1.4%
Other values (368)	1817	69.7%

Latin

Value	Count	Frequency (%)
B	10	8.2%
O	9	7.4%
C	9	7.4%
F	9	7.4%
o	6	4.9%
t	5	4.1%
s	4	3.3%
n	4	3.3%
e	4	3.3%
E	4	3.3%
Other values (25)	58	47.5%

Common

Value	Count	Frequency (%)
)	147	36.1%
(	147	36.1%
	86	21.1%
1	7	1.7%
&	7	1.7%
2	4	1.0%
3	3	0.7%
0	2	0.5%
4	1	0.2%
'	1	0.2%
Other values (2)	2	0.5%

Han

Value	Count	Frequency (%)
食	1	50.0%
品	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2608	83.1%
ASCII	529	16.9%
CJK	2	0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	166	6.4%
식	135	5.2%
품	103	3.9%
이	85	3.3%
스	65	2.5%
드	62	2.4%
푸	48	1.8%
사	46	1.8%
리	44	1.7%
회	37	1.4%
Other values (368)	1817	69.7%

ASCII

Value	Count	Frequency (%)
)	147	27.8%
(	147	27.8%
	86	16.3%
B	10	1.9%
O	9	1.7%
C	9	1.7%
F	9	1.7%
1	7	1.3%
&	7	1.3%
o	6	1.1%
Other values (37)	92	17.4%

CJK

Value	Count	Frequency (%)
食	1	50.0%
品	1	50.0%

최종수정일자
Date

Distinct	424
Distinct (%)	91.0%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

Minimum	1999-07-16 00:00:00
Maximum	2024-05-14 13:16:56

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

I	333
U	133

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	333	71.5%
U	133	28.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	333	71.5%
u	133	28.5%

데이터갱신일자
Date

Distinct	160
Distinct (%)	34.3%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-05 00:09:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

식품제조가공업	333
기타 식품제조가공업	132
도시락제조업	1

Length

Max length	10
Median length	7
Mean length	7.8476395
Min length	6

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
식품제조가공업	333	71.5%
기타 식품제조가공업	132	28.3%
도시락제조업	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품제조가공업	465	77.8%
기타	132	22.1%
도시락제조업	1	0.2%

좌표정보(X)
Real number (ℝ)

Distinct	281
Distinct (%)	60.6%
Missing	2
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	190312.56

Minimum	188830.03
Maximum	192754.35
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

Minimum	188830.03
5-th percentile	189089.93
Q1	189575.82
median	190186.29
Q3	191084.79
95-th percentile	191663.57
Maximum	192754.35
Range	3924.316
Interquartile range (IQR)	1508.9783

Descriptive statistics

Standard deviation	845.99603
Coefficient of variation (CV)	0.0044452979
Kurtosis	-0.965957
Mean	190312.56
Median Absolute Deviation (MAD)	682.03379
Skewness	0.27775404
Sum	88305028
Variance	715709.29
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
189575.815287955	14	3.0%
190081.372341474	11	2.4%
189369.53962474	11	2.4%
189127.981104583	9	1.9%
191226.287379467	8	1.7%
191433.007119534	7	1.5%
188968.189711073	7	1.5%
189089.927764903	6	1.3%
189450.60600488	6	1.3%
189561.360525634	6	1.3%
Other values (271)	379	81.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
188830.030176986	1	0.2%
188968.189711073	7	1.5%
188979.225789508	6	1.3%
188981.555267121	1	0.2%
188989.54677536	1	0.2%
189030.107416961	1	0.2%
189055.138252216	4	0.9%
189065.818334596	1	0.2%
189089.927764903	6	1.3%
189092.729912585	1	0.2%

Value	Count	Frequency (%)
192754.34619252	1	0.2%
192343.982564036	1	0.2%
192140.313893951	1	0.2%
192121.520553079	1	0.2%
192110.050795719	2	0.4%
192019.006237946	1	0.2%
192015.491677364	1	0.2%
191979.00948806	1	0.2%
191919.012705941	1	0.2%
191895.615705345	1	0.2%

좌표정보(Y)
Real number (ℝ)

Distinct	281
Distinct (%)	60.6%
Missing	2
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	440781.08

Minimum	436946.36
Maximum	442585.93
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

Minimum	436946.36
5-th percentile	437966.96
Q1	440373.75
median	441074.21
Q3	441629.36
95-th percentile	442380.41
Maximum	442585.93
Range	5639.5745
Interquartile range (IQR)	1255.6114

Descriptive statistics

Standard deviation	1239.2513
Coefficient of variation (CV)	0.0028114893
Kurtosis	0.38410367
Mean	440781.08
Median Absolute Deviation (MAD)	643.28184
Skewness	-0.99116322
Sum	2.0452242 × 10⁸
Variance	1535743.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
441503.181731081	14	3.0%
441019.186737744	11	2.4%
441629.361414684	11	2.4%
442460.505542105	9	1.9%
437914.06299827	8	1.7%
437607.039565128	7	1.5%
442119.780901928	7	1.5%
442569.300676147	6	1.3%
441142.645065053	6	1.3%
440925.40762197	6	1.3%
Other values (271)	379	81.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
436946.358720615	1	0.2%
436997.075839023	1	0.2%
437099.172901614	1	0.2%
437546.055336785	1	0.2%
437562.242368734	1	0.2%
437607.039565128	7	1.5%
437680.1128998	2	0.4%
437777.824339474	1	0.2%
437816.239800826	1	0.2%
437914.06299827	8	1.7%

Value	Count	Frequency (%)
442585.933234852	1	0.2%
442569.300676147	6	1.3%
442538.866901281	1	0.2%
442497.377672482	1	0.2%
442493.020182986	1	0.2%
442478.356256941	2	0.4%
442460.505542105	9	1.9%
442417.955057116	2	0.4%
442382.690694868	1	0.2%
442367.500287732	1	0.2%

위생업태명
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

식품제조가공업	324
기타 식품제조가공업	77
<NA>	65

Length

Max length	10
Median length	7
Mean length	7.0772532
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
식품제조가공업	324	69.5%
기타 식품제조가공업	77	16.5%
<NA>	65	13.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품제조가공업	401	73.8%
기타	77	14.2%
na	65	12.0%

남성종사자수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

<NA>	411
0	40
1	7
2	6
7	1

Length

Max length	4
Median length	4
Mean length	3.6459227
Min length	1

Unique

Unique	2 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	411	88.2%
0	40	8.6%
1	7	1.5%
2	6	1.3%
7	1	0.2%
5	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	411	88.2%
0	40	8.6%
1	7	1.5%
2	6	1.3%
7	1	0.2%
5	1	0.2%

여성종사자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

<NA>	411
0	48
1	5
3	2

Length

Max length	4
Median length	4
Mean length	3.6459227
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	411	88.2%
0	48	10.3%
1	5	1.1%
3	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	411	88.2%
0	48	10.3%
1	5	1.1%
3	2	0.4%

영업장주변구분명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

<NA>	397
기타	45
주택가주변	22
학교정화(상대)	2

Length

Max length	8
Median length	4
Mean length	3.8712446
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	397	85.2%
기타	45	9.7%
주택가주변	22	4.7%
학교정화(상대)	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	397	85.2%
기타	45	9.7%
주택가주변	22	4.7%
학교정화(상대	2	0.4%

등급구분명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

<NA>	397
자율	39
기타	29
을	1

Length

Max length	4
Median length	4
Mean length	3.7017167
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	397	85.2%
자율	39	8.4%
기타	29	6.2%
을	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	397	85.2%
자율	39	8.4%
기타	29	6.2%
을	1	0.2%

급수시설구분명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

<NA>	319
상수도전용	147

Length

Max length	5
Median length	4
Mean length	4.3154506
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	319	68.5%
상수도전용	147	31.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	319	68.5%
상수도전용	147	31.5%

총인원
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

<NA>	449
0	17

Length

Max length	4
Median length	4
Mean length	3.8905579
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>	449	96.4%
0	17	3.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	449	96.4%
0	17	3.6%

본사종업원수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

0	237
<NA>	226
1	1
2	1
3	1

Length

Max length	4
Median length	1
Mean length	2.4549356
Min length	1

Unique

Unique	3 ?
Unique (%)	0.6%

Sample

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

Common Values

Value	Count	Frequency (%)
0	237	50.9%
<NA>	226	48.5%
1	1	0.2%
2	1	0.2%
3	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	237	50.9%
na	226	48.5%
1	1	0.2%
2	1	0.2%
3	1	0.2%

공장사무직종업원수
Categorical

Distinct	4
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

0	237
<NA>	225
2	3
3	1

Length

Max length	4
Median length	1
Mean length	2.4484979
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
0	237	50.9%
<NA>	225	48.3%
2	3	0.6%
3	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	237	50.9%
na	225	48.3%
2	3	0.6%
3	1	0.2%

공장판매직종업원수
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

0	239
<NA>	226
3	1

Length

Max length	4
Median length	1
Mean length	2.4549356
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
0	239	51.3%
<NA>	226	48.5%
3	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	239	51.3%
na	226	48.5%
3	1	0.2%

공장생산직종업원수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	3.3%
Missing	224
Missing (%)	48.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.25206612

Minimum	0
Maximum	20
Zeros	232
Zeros (%)	49.8%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	1.6989428
Coefficient of variation (CV)	6.740068
Kurtosis	89.583536
Mean	0.25206612
Median Absolute Deviation (MAD)	0
Skewness	8.9527081
Sum	61
Variance	2.8864065
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	232	49.8%
2	3	0.6%
3	2	0.4%
12	1	0.2%
20	1	0.2%
10	1	0.2%
6	1	0.2%
1	1	0.2%
(Missing)	224	48.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	232	49.8%
1	1	0.2%
2	3	0.6%
3	2	0.4%
6	1	0.2%
10	1	0.2%
12	1	0.2%
20	1	0.2%

Value	Count	Frequency (%)
20	1	0.2%
12	1	0.2%
10	1	0.2%
6	1	0.2%
3	2	0.4%
2	3	0.6%
1	1	0.2%
0	232	49.8%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

<NA>	321
자가	81
임대	64

Length

Max length	4
Median length	4
Mean length	3.3776824
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>	321	68.9%
자가	81	17.4%
임대	64	13.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	321	68.9%
자가	81	17.4%
임대	64	13.7%

보증액
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

<NA>	414
0	50
25000000	1
10000000	1

Length

Max length	8
Median length	4
Mean length	3.695279
Min length	1

Unique

Unique	2 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	414	88.8%
0	50	10.7%
25000000	1	0.2%
10000000	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	414	88.8%
0	50	10.7%
25000000	1	0.2%
10000000	1	0.2%

월세액
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

<NA>	414
0	50
1300000	1
200000	1

Length

Max length	7
Median length	4
Mean length	3.6888412
Min length	1

Unique

Unique	2 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	414	88.8%
0	50	10.7%
1300000	1	0.2%
200000	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	414	88.8%
0	50	10.7%
1300000	1	0.2%
200000	1	0.2%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.2%
Missing	65
Missing (%)	13.9%
Memory size	1.0 KiB

False	401
(Missing)	65

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	401	86.1%
(Missing)	65	13.9%

시설총규모
Real number (ℝ)

MISSING ZEROS

Distinct	74
Distinct (%)	18.5%
Missing	65
Missing (%)	13.9%
Infinite	0
Infinite (%)	0.0%
Mean	15.269726

Minimum	0
Maximum	448.2
Zeros	324
Zeros (%)	69.5%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	98.46
Maximum	448.2
Range	448.2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	50.286999
Coefficient of variation (CV)	3.2932484
Kurtosis	28.136511
Mean	15.269726
Median Absolute Deviation (MAD)	0
Skewness	4.8562957
Sum	6123.16
Variance	2528.7823
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	324	69.5%
52.08	2	0.4%
21.07	2	0.4%
8.0	2	0.4%
156.26	2	0.4%
448.2	1	0.2%
9.9	1	0.2%
319.09	1	0.2%
8.96	1	0.2%
9.28	1	0.2%
Other values (64)	64	13.7%
(Missing)	65	13.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	324	69.5%
2.42	1	0.2%
3.3	1	0.2%
3.4	1	0.2%
3.6	1	0.2%
3.78	1	0.2%
6.08	1	0.2%
6.87	1	0.2%
8.0	2	0.4%
8.2	1	0.2%

Value	Count	Frequency (%)
448.2	1	0.2%
368.02	1	0.2%
319.09	1	0.2%
283.25	1	0.2%
266.0	1	0.2%
252.14	1	0.2%
246.25	1	0.2%
175.54	1	0.2%
174.3	1	0.2%
167.34	1	0.2%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	466
Missing (%)	100.0%
Memory size	4.2 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	466
Missing (%)	100.0%
Memory size	4.2 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	466
Missing (%)	100.0%
Memory size	4.2 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	3170000	3170000-106-1969-00265	19691204	<NA>	3	폐업	2	폐업	20120208	<NA>	<NA>	<NA>	02 8676161	548.56	153801	서울특별시 금천구 가산동 234-42번지 [사당길 11]	<NA>	<NA>	영진식품	2008-05-07 11:03:24	I	2018-08-31 23:59:59.0	식품제조가공업	190521.187976	441254.625991	식품제조가공업	0	0	기타	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
1	3170000	3170000-106-1982-00230	19820614	<NA>	3	폐업	2	폐업	20040813	<NA>	<NA>	<NA>	02 8558442	134.46	153812	서울특별시 금천구 독산동 289-3번지	<NA>	<NA>	한국맛김	2004-07-06 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	190807.871691	440910.292313	식품제조가공업	<NA>	<NA>	기타	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
2	3170000	3170000-106-1985-00264	19851227	<NA>	3	폐업	2	폐업	19970917	<NA>	<NA>	<NA>	02 8534408	264.67	153803	서울특별시 금천구 가산동 664-0번지	<NA>	<NA>	영상산업(주)	2002-01-13 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	189991.650798	440695.614056	식품제조가공업	<NA>	<NA>	학교정화(상대)	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
3	3170000	3170000-106-1986-00243	19861215	<NA>	3	폐업	2	폐업	20030219	<NA>	<NA>	<NA>	02 8664119	174.20	153813	서울특별시 금천구 독산동 297-6번지	<NA>	<NA>	한빛농산	2001-04-12 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	190637.122653	441212.744529	식품제조가공업	0	0	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
4	3170000	3170000-106-1987-00251	19870704	<NA>	3	폐업	2	폐업	20050414	<NA>	<NA>	<NA>	02 8028773	161.34	153829	서울특별시 금천구 독산동 1006-185번지	<NA>	<NA>	세계식품	2002-01-13 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	190434.661111	440331.683029	식품제조가공업	<NA>	<NA>	기타	자율	상수도전용	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
5	3170000	3170000-106-1989-00225	19890728	<NA>	3	폐업	2	폐업	20000207	<NA>	<NA>	<NA>	02 8962345	84.70	153841	서울특별시 금천구 시흥동 219-2번지	<NA>	<NA>	일미외식산업(주)	2002-01-13 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	192110.050796	438972.444015	식품제조가공업	<NA>	<NA>	기타	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
6	3170000	3170000-106-1990-00235	19900226	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 858 5236	160.17	153800	서울특별시 금천구 가산동 29-32번지 지하1층	서울특별시 금천구 벚꽃로56길 66 (가산동,[순환샛길 58])	8509	J?A FOOD	2019-03-11 13:21:20	U	2019-03-13 02:40:00.0	기타 식품제조가공업	189675.037841	442367.500288	기타 식품제조가공업	<NA>	<NA>	기타	자율	상수도전용	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
7	3170000	3170000-106-1991-00229	19910202	<NA>	3	폐업	2	폐업	19910202	<NA>	<NA>	<NA>	02 8948080	927.40	153829	서울특별시 금천구 독산동 1003-32번지	<NA>	<NA>	(주)달라스	2002-01-13 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	190253.060027	440407.199599	식품제조가공업	<NA>	<NA>	기타	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
8	3170000	3170000-106-1991-00239	19910202	<NA>	3	폐업	2	폐업	19980211	<NA>	<NA>	<NA>	02 8948080	927.40	153829	서울특별시 금천구 독산동 1003-32번지	<NA>	<NA>	(주)달라스	2002-01-13 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	190253.060027	440407.199599	식품제조가공업	<NA>	<NA>	기타	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
9	3170000	3170000-106-1991-00248	19910202	<NA>	3	폐업	2	폐업	19910202	<NA>	<NA>	<NA>	02 8948080	927.40	153829	서울특별시 금천구 독산동 1003-32번지	<NA>	<NA>	(주)달라스	2002-01-13 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	190253.060027	440407.199599	식품제조가공업	<NA>	<NA>	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
456	3170000	3170000-106-2023-00009	2023-08-03	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	116.24	153-803	서울특별시 금천구 가산동 691 대륭테크노타운 20차	서울특별시 금천구 가산디지털1로 5, 대륭테크노타운 20차 지하1층 B105호 (가산동)	8594	킹스베이커리	2024-05-14 13:16:56	U	2023-12-04 23:06:00.0	기타 식품제조가공업	189920.528611	440521.855249	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
457	3170000	3170000-106-2023-00010	2023-08-22	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	132.00	153-802	서울특별시 금천구 가산동 327-32 대륭테크노타운12차	서울특별시 금천구 가산디지털2로 14, 대륭테크노타운12차 6층 603호 (가산동)	8592	주식회사 회성바이오	2023-08-22 12:37:28	I	2022-12-07 22:04:00.0	기타 식품제조가공업	189686.475	440870.092609	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
458	3170000	3170000-106-2023-00011	2023-08-28	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	79.33	153-802	서울특별시 금천구 가산동 345-50 IT프리미어타워	서울특별시 금천구 가산디지털1로 88, IT프리미어타워 5층 502-1호 (가산동)	8590	주식회사 연경당	2023-08-28 09:40:21	I	2022-12-07 21:00:00.0	기타 식품제조가공업	189778.774505	441302.111937	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
459	3170000	3170000-106-2023-00012	2023-09-06	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	45.36	153-863	서울특별시 금천구 시흥동 985 한영상가	서울특별시 금천구 시흥대로39길 16, 한영상가 1층 9~10호 (시흥동)	8638	에이치 에프앤비(H F&B)	2023-09-06 09:16:00	I	2022-12-09 00:08:00.0	기타 식품제조가공업	191266.732178	438395.806834	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
460	3170000	3170000-106-2023-00013	2023-11-13	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	40.59	153-803	서울특별시 금천구 가산동 459-7	서울특별시 금천구 가산디지털1로 205-27, 2층 207호 (가산동)	8503	디어푸르츠	2024-03-05 11:43:01	U	2023-12-03 00:07:00.0	기타 식품제조가공업	189208.487614	442298.78442	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
461	3170000	3170000-106-2023-00014	2023-12-22	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	61.85	153-801	서울특별시 금천구 가산동 60-73 벽산디지털밸리5차	서울특별시 금천구 벚꽃로 244, 벽산디지털밸리5차 5층 512호 (가산동)	8513	클로버 에프엔비	2023-12-22 14:17:02	I	2022-11-01 22:04:00.0	기타 식품제조가공업	189829.504143	441618.071647	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
462	3170000	3170000-106-2024-00001	2024-01-05	<NA>	3	폐업	2	폐업	2024-02-02	<NA>	<NA>	<NA>	<NA>	842.37	153-705	서울특별시 금천구 가산동 533 롯데정보통신	서울특별시 금천구 가산디지털2로 187, 롯데정보통신 1층(일부)호 (가산동)	8500	그린나래	2024-02-02 09:19:25	U	2023-12-02 00:04:00.0	기타 식품제조가공업	188981.555267	442497.377672	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
463	3170000	3170000-106-2024-00002	2024-01-19	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	128.20	153-803	서울특별시 금천구 가산동 470-5 에이스테크노타워10차	서울특별시 금천구 가산디지털1로 196, 에이스테크노타워10차 809호 (가산동)	8502	업셋(UPSET)	2024-01-19 13:08:38	I	2023-11-30 22:01:00.0	기타 식품제조가공업	189417.708596	442309.174988	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
464	3170000	3170000-106-2024-00003	2024-02-19	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	101.64	153-803	서울특별시 금천구 가산동 459-29 에이스 K1타워	서울특별시 금천구 가산디지털2로 166, 에이스 K1타워 B105호 (가산동)	8503	주식회사 버쉘	2024-02-19 12:05:53	I	2023-12-01 22:01:00.0	기타 식품제조가공업	189158.740846	442283.977343	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
465	3170000	3170000-106-2024-00004	2024-05-10	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 9602231	741.24	153-803	서울특별시 금천구 가산동 481-4 벽산디지털밸리6차	서울특별시 금천구 가산디지털1로 219, 벽산디지털밸리6차 B106~107호 (가산동)	8501	(주)메이크샐러드	2024-05-10 16:04:34	I	2023-12-04 23:02:00.0	기타 식품제조가공업	189232.306428	442478.356257	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

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Length

Common Values (Plot)

Most occurring characters

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Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Other Punctuation

Open Punctuation

Close Punctuation

Space Separator

Dash Punctuation

Math Symbol

Lowercase Letter

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks