gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	217
Missing cells	2316
Missing cells (%)	24.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	79.6 KiB
Average record size in memory	375.6 B

Variable types

Categorical	19
Text	7
DateTime	4
Unsupported	7
Numeric	6
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-18194/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`업태구분명` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`남성종사자수` is highly imbalanced (63.6%)	Imbalance
`여성종사자수` is highly imbalanced (65.7%)	Imbalance
`영업장주변구분명` is highly imbalanced (78.7%)	Imbalance
`등급구분명` is highly imbalanced (78.7%)	Imbalance
`급수시설구분명` is highly imbalanced (63.2%)	Imbalance
`총인원` is highly imbalanced (57.2%)	Imbalance
`인허가취소일자` has 217 (100.0%) missing values	Missing
`폐업일자` has 60 (27.6%) missing values	Missing
`휴업시작일자` has 217 (100.0%) missing values	Missing
`휴업종료일자` has 217 (100.0%) missing values	Missing
`재개업일자` has 217 (100.0%) missing values	Missing
`전화번호` has 79 (36.4%) missing values	Missing
`소재지면적` has 23 (10.6%) missing values	Missing
`도로명주소` has 74 (34.1%) missing values	Missing
`도로명우편번호` has 76 (35.0%) missing values	Missing
`보증액` has 189 (87.1%) missing values	Missing
`월세액` has 190 (87.6%) missing values	Missing
`다중이용업소여부` has 51 (23.5%) missing values	Missing
`시설총규모` has 51 (23.5%) missing values	Missing
`전통업소지정번호` has 217 (100.0%) missing values	Missing
`전통업소주된음식` has 217 (100.0%) missing values	Missing
`홈페이지` has 217 (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
`보증액` has 21 (9.7%) zeros	Zeros
`월세액` has 21 (9.7%) zeros	Zeros
`시설총규모` has 158 (72.8%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 06:06:57.860872
Analysis finished	2024-05-11 06:06:58.955842
Duration	1.09 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

3170000	217

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	217	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3170000	217	100.0%

관리번호
Text

UNIQUE

Distinct	217
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

Length

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

Characters and Unicode

Total characters	4774
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	217 ?
Unique (%)	100.0%

Sample

1st row	3170000-109-1995-00001
2nd row	3170000-109-1997-00009
3rd row	3170000-109-1997-00277
4th row	3170000-109-1998-00010
5th row	3170000-109-1998-00011

Value	Count	Frequency (%)
3170000-109-1995-00001	1	0.5%
3170000-109-2019-00001	1	0.5%
3170000-109-2020-00008	1	0.5%
3170000-109-2018-00001	1	0.5%
3170000-109-2018-00002	1	0.5%
3170000-109-2018-00003	1	0.5%
3170000-109-2018-00004	1	0.5%
3170000-109-2018-00005	1	0.5%
3170000-109-2018-00006	1	0.5%
3170000-109-2018-00007	1	0.5%
Other values (207)	207	95.4%

Most occurring characters

Value	Count	Frequency (%)
0	2195	46.0%
-	651	13.6%
1	636	13.3%
2	329	6.9%
3	277	5.8%
9	267	5.6%
7	253	5.3%
4	50	1.0%
5	47	1.0%
6	36	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4123	86.4%
Dash Punctuation	651	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2195	53.2%
1	636	15.4%
2	329	8.0%
3	277	6.7%
9	267	6.5%
7	253	6.1%
4	50	1.2%
5	47	1.1%
6	36	0.9%
8	33	0.8%

Dash Punctuation

Value	Count	Frequency (%)
-	651	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4774	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2195	46.0%
-	651	13.6%
1	636	13.3%
2	329	6.9%
3	277	5.8%
9	267	5.6%
7	253	5.3%
4	50	1.0%
5	47	1.0%
6	36	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4774	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2195	46.0%
-	651	13.6%
1	636	13.3%
2	329	6.9%
3	277	5.8%
9	267	5.6%
7	253	5.3%
4	50	1.0%
5	47	1.0%
6	36	0.8%

인허가일자
Date

Distinct	211
Distinct (%)	97.2%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

Minimum	1995-05-02 00:00:00
Maximum	2024-03-22 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	217
Missing (%)	100.0%
Memory size	2.0 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

3	157
1	60

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	157	72.4%
1	60	27.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	157	72.4%
1	60	27.6%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

폐업	157
영업/정상	60

Length

Max length	5
Median length	2
Mean length	2.8294931
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	157	72.4%
영업/정상	60	27.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	157	72.4%
영업/정상	60	27.6%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

2	157
1	60

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	157	72.4%
1	60	27.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	157	72.4%
1	60	27.6%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

폐업	157
영업	60

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	157	72.4%
영업	60	27.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	157	72.4%
영업	60	27.6%

폐업일자
Date

MISSING

Distinct	145
Distinct (%)	92.4%
Missing	60
Missing (%)	27.6%
Memory size	1.8 KiB

Minimum	1998-05-29 00:00:00
Maximum	2023-12-28 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	217
Missing (%)	100.0%
Memory size	2.0 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	217
Missing (%)	100.0%
Memory size	2.0 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	217
Missing (%)	100.0%
Memory size	2.0 KiB

전화번호
Text

MISSING

Distinct	134
Distinct (%)	97.1%
Missing	79
Missing (%)	36.4%
Memory size	1.8 KiB

Length

Max length	12
Median length	10
Mean length	10.557971
Min length	2

Characters and Unicode

Total characters	1457
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	130 ?
Unique (%)	94.2%

Sample

1st row	02 8045757
2nd row	0232812035
3rd row	02 8613511
4th row	02 8559564
5th row	02 8058866

Value	Count	Frequency (%)
02	90	33.6%
070	7	2.6%
8640001	2	0.7%
8512351	2	0.7%
8084487	2	0.7%
9780	2	0.7%
867	2	0.7%
0056	1	0.4%
031	1	0.4%
382	1	0.4%
Other values (158)	158	59.0%

Most occurring characters

Value	Count	Frequency (%)
0	298	20.5%
2	206	14.1%
8	181	12.4%
	167	11.5%
5	108	7.4%
7	99	6.8%
6	96	6.6%
1	90	6.2%
3	73	5.0%
9	70	4.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1290	88.5%
Space Separator	167	11.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	298	23.1%
2	206	16.0%
8	181	14.0%
5	108	8.4%
7	99	7.7%
6	96	7.4%
1	90	7.0%
3	73	5.7%
9	70	5.4%
4	69	5.3%

Space Separator

Value	Count	Frequency (%)
	167	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1457	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	298	20.5%
2	206	14.1%
8	181	12.4%
	167	11.5%
5	108	7.4%
7	99	6.8%
6	96	6.6%
1	90	6.2%
3	73	5.0%
9	70	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1457	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	298	20.5%
2	206	14.1%
8	181	12.4%
	167	11.5%
5	108	7.4%
7	99	6.8%
6	96	6.6%
1	90	6.2%
3	73	5.0%
9	70	4.8%

소재지면적
Text

MISSING

Distinct	163
Distinct (%)	84.0%
Missing	23
Missing (%)	10.6%
Memory size	1.8 KiB

Length

Max length	8
Median length	5
Mean length	4.9690722
Min length	3

Characters and Unicode

Total characters	964
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	147 ?
Unique (%)	75.8%

Sample

1st row	83.03
2nd row	40.00
3rd row	221.34
4th row	84.64
5th row	8.10

Value	Count	Frequency (%)
3.30	6	3.1%
10.00	5	2.6%
25.00	5	2.6%
00	4	2.1%
20.00	3	1.5%
66.00	3	1.5%
33.00	3	1.5%
22.86	2	1.0%
35.00	2	1.0%
15.00	2	1.0%
Other values (153)	159	82.0%

Most occurring characters

Value	Count	Frequency (%)
0	195	20.2%
.	194	20.1%
1	99	10.3%
2	75	7.8%
3	74	7.7%
5	72	7.5%
6	61	6.3%
4	57	5.9%
8	52	5.4%
9	46	4.8%
Other values (2)	39	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	769	79.8%
Other Punctuation	195	20.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	195	25.4%
1	99	12.9%
2	75	9.8%
3	74	9.6%
5	72	9.4%
6	61	7.9%
4	57	7.4%
8	52	6.8%
9	46	6.0%
7	38	4.9%

Other Punctuation

Value	Count	Frequency (%)
.	194	99.5%
,	1	0.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	964	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	195	20.2%
.	194	20.1%
1	99	10.3%
2	75	7.8%
3	74	7.7%
5	72	7.5%
6	61	6.3%
4	57	5.9%
8	52	5.4%
9	46	4.8%
Other values (2)	39	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	964	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	195	20.2%
.	194	20.1%
1	99	10.3%
2	75	7.8%
3	74	7.7%
5	72	7.5%
6	61	6.3%
4	57	5.9%
8	52	5.4%
9	46	4.8%
Other values (2)	39	4.0%

소재지우편번호
Text

Distinct	67
Distinct (%)	31.0%
Missing	1
Missing (%)	0.5%
Memory size	1.8 KiB

Length

Max length	7
Median length	6
Mean length	6.1759259
Min length	6

Characters and Unicode

Total characters	1334
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	32 ?
Unique (%)	14.8%

Sample

1st row	153802
2nd row	153859
3rd row	153829
4th row	153802
5th row	153801

Value	Count	Frequency (%)
153803	32	14.8%
153813	24	11.1%
153801	14	6.5%
153802	13	6.0%
153-803	11	5.1%
153861	5	2.3%
153832	5	2.3%
153825	5	2.3%
153814	5	2.3%
153-801	5	2.3%
Other values (57)	97	44.9%

Most occurring characters

Value	Count	Frequency (%)
3	309	23.2%
1	289	21.7%
5	247	18.5%
8	206	15.4%
0	104	7.8%
2	45	3.4%
-	38	2.8%
7	31	2.3%
6	29	2.2%
4	23	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1296	97.2%
Dash Punctuation	38	2.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	309	23.8%
1	289	22.3%
5	247	19.1%
8	206	15.9%
0	104	8.0%
2	45	3.5%
7	31	2.4%
6	29	2.2%
4	23	1.8%
9	13	1.0%

Dash Punctuation

Value	Count	Frequency (%)
-	38	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1334	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	309	23.2%
1	289	21.7%
5	247	18.5%
8	206	15.4%
0	104	7.8%
2	45	3.4%
-	38	2.8%
7	31	2.3%
6	29	2.2%
4	23	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1334	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	309	23.2%
1	289	21.7%
5	247	18.5%
8	206	15.4%
0	104	7.8%
2	45	3.4%
-	38	2.8%
7	31	2.3%
6	29	2.2%
4	23	1.7%

지번주소
Text

Distinct	199
Distinct (%)	92.1%
Missing	1
Missing (%)	0.5%
Memory size	1.8 KiB

Length

Max length	56
Median length	40
Mean length	28.175926
Min length	18

Characters and Unicode

Total characters	6086
Distinct characters	198
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	185 ?
Unique (%)	85.6%

Sample

1st row	서울특별시 금천구 가산동 345-48 (지상3층)
2nd row	서울특별시 금천구 시흥동 912-20 [금천로 117]
3rd row	서울특별시 금천구 독산동 1003-5
4th row	서울특별시 금천구 가산동 345-48 (지상3층)
5th row	서울특별시 금천구 가산동 148-38

Value	Count	Frequency (%)
서울특별시	216	18.9%
금천구	216	18.9%
가산동	94	8.2%
독산동	77	6.7%
시흥동	45	3.9%
지하1층	15	1.3%
1층	14	1.2%
291-7	8	0.7%
홈플러스금천점	7	0.6%
지상1층	6	0.5%
Other values (337)	446	39.0%

Most occurring characters

Value	Count	Frequency (%)
	1066	17.5%
시	275	4.5%
1	263	4.3%
동	229	3.8%
금	228	3.7%
천	227	3.7%
서	218	3.6%
별	217	3.6%
울	217	3.6%
특	217	3.6%
Other values (188)	2929	48.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3388	55.7%
Decimal Number	1291	21.2%
Space Separator	1066	17.5%
Dash Punctuation	196	3.2%
Open Punctuation	46	0.8%
Close Punctuation	46	0.8%
Uppercase Letter	33	0.5%
Other Punctuation	10	0.2%
Lowercase Letter	10	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	275	8.1%
동	229	6.8%
금	228	6.7%
천	227	6.7%
서	218	6.4%
별	217	6.4%
울	217	6.4%
특	217	6.4%
구	216	6.4%
산	208	6.1%
Other values (149)	1136	33.5%

Uppercase Letter

Value	Count	Frequency (%)
B	7	21.2%
T	6	18.2%
I	5	15.2%
A	3	9.1%
H	2	6.1%
C	2	6.1%
Y	2	6.1%
V	1	3.0%
G	1	3.0%
O	1	3.0%
Other values (3)	3	9.1%

Decimal Number

Value	Count	Frequency (%)
1	263	20.4%
3	147	11.4%
4	143	11.1%
2	141	10.9%
0	141	10.9%
9	110	8.5%
5	95	7.4%
8	94	7.3%
6	80	6.2%
7	77	6.0%

Lowercase Letter

Value	Count	Frequency (%)
e	3	30.0%
r	2	20.0%
n	1	10.0%
u	1	10.0%
t	1	10.0%
w	1	10.0%
o	1	10.0%

Other Punctuation

Value	Count	Frequency (%)
/	5	50.0%
,	4	40.0%
:	1	10.0%

Open Punctuation

Value	Count	Frequency (%)
[	24	52.2%
(	22	47.8%

Close Punctuation

Value	Count	Frequency (%)
]	24	52.2%
)	22	47.8%

Space Separator

Value	Count	Frequency (%)
	1066	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	196	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3388	55.7%
Common	2655	43.6%
Latin	43	0.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	275	8.1%
동	229	6.8%
금	228	6.7%
천	227	6.7%
서	218	6.4%
별	217	6.4%
울	217	6.4%
특	217	6.4%
구	216	6.4%
산	208	6.1%
Other values (149)	1136	33.5%

Latin

Value	Count	Frequency (%)
B	7	16.3%
T	6	14.0%
I	5	11.6%
e	3	7.0%
A	3	7.0%
H	2	4.7%
C	2	4.7%
Y	2	4.7%
r	2	4.7%
n	1	2.3%
Other values (10)	10	23.3%

Common

Value	Count	Frequency (%)
	1066	40.2%
1	263	9.9%
-	196	7.4%
3	147	5.5%
4	143	5.4%
2	141	5.3%
0	141	5.3%
9	110	4.1%
5	95	3.6%
8	94	3.5%
Other values (9)	259	9.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3388	55.7%
ASCII	2698	44.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1066	39.5%
1	263	9.7%
-	196	7.3%
3	147	5.4%
4	143	5.3%
2	141	5.2%
0	141	5.2%
9	110	4.1%
5	95	3.5%
8	94	3.5%
Other values (29)	302	11.2%

Hangul

Value	Count	Frequency (%)
시	275	8.1%
동	229	6.8%
금	228	6.7%
천	227	6.7%
서	218	6.4%
별	217	6.4%
울	217	6.4%
특	217	6.4%
구	216	6.4%
산	208	6.1%
Other values (149)	1136	33.5%

도로명주소
Text

MISSING

Distinct	143
Distinct (%)	100.0%
Missing	74
Missing (%)	34.1%
Memory size	1.8 KiB

Length

Max length	59
Median length	45
Mean length	38.342657
Min length	23

Characters and Unicode

Total characters	5483
Distinct characters	177
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	143 ?
Unique (%)	100.0%

Sample

1st row	서울특별시 금천구 시흥대로 201 (시흥동, 홈플러스 시흥점)
2nd row	서울특별시 금천구 시흥대로123길 94 (독산동,지상1층)
3rd row	서울특별시 금천구 문성로5길 30 (독산동,[면화2길 23])
4th row	서울특별시 금천구 탑골로 36, 1층 102호 (시흥동)
5th row	서울특별시 금천구 시흥대로126길 15, 1층 (독산동)

Value	Count	Frequency (%)
서울특별시	143	14.3%
금천구	143	14.3%
가산동	76	7.6%
독산동	34	3.4%
시흥동	26	2.6%
가산디지털1로	25	2.5%
1층	22	2.2%
가산디지털2로	15	1.5%
벚꽃로	13	1.3%
서부샛길	10	1.0%
Other values (332)	495	49.4%

Most occurring characters

Value	Count	Frequency (%)
	859	15.7%
1	278	5.1%
시	207	3.8%
산	202	3.7%
,	174	3.2%
동	162	3.0%
서	155	2.8%
금	147	2.7%
천	145	2.6%
(	144	2.6%
Other values (167)	3010	54.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3126	57.0%
Decimal Number	951	17.3%
Space Separator	859	15.7%
Other Punctuation	178	3.2%
Open Punctuation	148	2.7%
Close Punctuation	148	2.7%
Uppercase Letter	43	0.8%
Dash Punctuation	18	0.3%
Lowercase Letter	12	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	207	6.6%
산	202	6.5%
동	162	5.2%
서	155	5.0%
금	147	4.7%
천	145	4.6%
특	143	4.6%
별	143	4.6%
구	143	4.6%
울	143	4.6%
Other values (126)	1536	49.1%

Uppercase Letter

Value	Count	Frequency (%)
B	9	20.9%
T	6	14.0%
A	6	14.0%
I	5	11.6%
C	3	7.0%
H	2	4.7%
Y	2	4.7%
K	2	4.7%
S	2	4.7%
G	1	2.3%
Other values (5)	5	11.6%

Decimal Number

Value	Count	Frequency (%)
1	278	29.2%
2	125	13.1%
0	109	11.5%
3	78	8.2%
5	78	8.2%
6	73	7.7%
4	69	7.3%
9	51	5.4%
8	45	4.7%
7	45	4.7%

Lowercase Letter

Value	Count	Frequency (%)
e	3	25.0%
r	2	16.7%
b	2	16.7%
t	1	8.3%
w	1	8.3%
o	1	8.3%
n	1	8.3%
u	1	8.3%

Other Punctuation

Value	Count	Frequency (%)
,	174	97.8%
/	4	2.2%

Open Punctuation

Value	Count	Frequency (%)
(	144	97.3%
[	4	2.7%

Close Punctuation

Value	Count	Frequency (%)
)	144	97.3%
]	4	2.7%

Space Separator

Value	Count	Frequency (%)
	859	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	18	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3126	57.0%
Common	2302	42.0%
Latin	55	1.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	207	6.6%
산	202	6.5%
동	162	5.2%
서	155	5.0%
금	147	4.7%
천	145	4.6%
특	143	4.6%
별	143	4.6%
구	143	4.6%
울	143	4.6%
Other values (126)	1536	49.1%

Latin

Value	Count	Frequency (%)
B	9	16.4%
T	6	10.9%
A	6	10.9%
I	5	9.1%
C	3	5.5%
e	3	5.5%
H	2	3.6%
Y	2	3.6%
r	2	3.6%
b	2	3.6%
Other values (13)	15	27.3%

Common

Value	Count	Frequency (%)
	859	37.3%
1	278	12.1%
,	174	7.6%
(	144	6.3%
)	144	6.3%
2	125	5.4%
0	109	4.7%
3	78	3.4%
5	78	3.4%
6	73	3.2%
Other values (8)	240	10.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3126	57.0%
ASCII	2357	43.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	859	36.4%
1	278	11.8%
,	174	7.4%
(	144	6.1%
)	144	6.1%
2	125	5.3%
0	109	4.6%
3	78	3.3%
5	78	3.3%
6	73	3.1%
Other values (31)	295	12.5%

Hangul

Value	Count	Frequency (%)
시	207	6.6%
산	202	6.5%
동	162	5.2%
서	155	5.0%
금	147	4.7%
천	145	4.6%
특	143	4.6%
별	143	4.6%
구	143	4.6%
울	143	4.6%
Other values (126)	1536	49.1%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	71
Distinct (%)	50.4%
Missing	76
Missing (%)	35.0%
Infinite	0
Infinite (%)	0.0%
Mean	8560.4184

Minimum	8500
Maximum	8657
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	8500
5-th percentile	8502
Q1	8511
median	8566
Q3	8595
95-th percentile	8639
Maximum	8657
Range	157
Interquartile range (IQR)	84

Descriptive statistics

Standard deviation	48.609693
Coefficient of variation (CV)	0.0056784248
Kurtosis	-1.3330404
Mean	8560.4184
Median Absolute Deviation (MAD)	50
Skewness	0.23037708
Sum	1207019
Variance	2362.9022
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8504	9	4.1%
8513	7	3.2%
8595	6	2.8%
8501	6	2.8%
8511	6	2.8%
8584	5	2.3%
8592	4	1.8%
8594	4	1.8%
8590	4	1.8%
8506	3	1.4%
Other values (61)	87	40.1%
(Missing)	76	35.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8500	1	0.5%
8501	6	2.8%
8502	3	1.4%
8503	1	0.5%
8504	9	4.1%
8505	3	1.4%
8506	3	1.4%
8507	3	1.4%
8508	1	0.5%
8510	1	0.5%

Value	Count	Frequency (%)
8657	1	0.5%
8655	1	0.5%
8652	1	0.5%
8651	1	0.5%
8649	1	0.5%
8639	3	1.4%
8638	1	0.5%
8637	1	0.5%
8635	1	0.5%
8634	2	0.9%

사업장명
Text

Distinct	212
Distinct (%)	97.7%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

Length

Max length	16
Median length	12
Mean length	6.7235023
Min length	2

Characters and Unicode

Total characters	1459
Distinct characters	320
Distinct categories	8 ?
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	207 ?
Unique (%)	95.4%

Sample

1st row	시골종합식품
2nd row	올마트
3rd row	(주)누리
4th row	시골종합식품(주)
5th row	반도상사

Value	Count	Frequency (%)
주식회사	16	6.4%
지우유통	2	0.8%
우리차테라피	2	0.8%
제이에프에프	2	0.8%
삼성홈플러스금천점	2	0.8%
위니비니	2	0.8%
루크	2	0.8%
커피베이	2	0.8%
현대유통	2	0.8%
꽃가마폐백	2	0.8%
Other values (214)	215	86.3%

Most occurring characters

Value	Count	Frequency (%)
주	89	6.1%
)	72	4.9%
(	72	4.9%
이	40	2.7%
스	38	2.6%
식	33	2.3%
	32	2.2%
사	27	1.9%
드	27	1.9%
에	25	1.7%
Other values (310)	1004	68.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1250	85.7%
Close Punctuation	72	4.9%
Open Punctuation	72	4.9%
Space Separator	32	2.2%
Uppercase Letter	27	1.9%
Other Punctuation	3	0.2%
Lowercase Letter	2	0.1%
Dash Punctuation	1	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	89	7.1%
이	40	3.2%
스	38	3.0%
식	33	2.6%
사	27	2.2%
드	27	2.2%
에	25	2.0%
리	22	1.8%
회	21	1.7%
트	20	1.6%
Other values (288)	908	72.6%

Uppercase Letter

Value	Count	Frequency (%)
B	4	14.8%
T	3	11.1%
E	3	11.1%
L	3	11.1%
M	2	7.4%
I	2	7.4%
A	2	7.4%
F	2	7.4%
U	1	3.7%
K	1	3.7%
Other values (4)	4	14.8%

Other Punctuation

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

Lowercase Letter

Value	Count	Frequency (%)
h	1	50.0%
e	1	50.0%

Close Punctuation

Value	Count	Frequency (%)
)	72	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	72	100.0%

Space Separator

Value	Count	Frequency (%)
	32	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1250	85.7%
Common	180	12.3%
Latin	29	2.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	89	7.1%
이	40	3.2%
스	38	3.0%
식	33	2.6%
사	27	2.2%
드	27	2.2%
에	25	2.0%
리	22	1.8%
회	21	1.7%
트	20	1.6%
Other values (288)	908	72.6%

Latin

Value	Count	Frequency (%)
B	4	13.8%
T	3	10.3%
E	3	10.3%
L	3	10.3%
M	2	6.9%
I	2	6.9%
A	2	6.9%
F	2	6.9%
h	1	3.4%
e	1	3.4%
Other values (6)	6	20.7%

Common

Value	Count	Frequency (%)
)	72	40.0%
(	72	40.0%
	32	17.8%
&	2	1.1%
.	1	0.6%
-	1	0.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1250	85.7%
ASCII	209	14.3%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	89	7.1%
이	40	3.2%
스	38	3.0%
식	33	2.6%
사	27	2.2%
드	27	2.2%
에	25	2.0%
리	22	1.8%
회	21	1.7%
트	20	1.6%
Other values (288)	908	72.6%

ASCII

Value	Count	Frequency (%)
)	72	34.4%
(	72	34.4%
	32	15.3%
B	4	1.9%
T	3	1.4%
E	3	1.4%
L	3	1.4%
M	2	1.0%
I	2	1.0%
A	2	1.0%
Other values (12)	14	6.7%

최종수정일자
Date

Distinct	211
Distinct (%)	97.2%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

Minimum	1999-09-15 00:00:00
Maximum	2024-03-22 16:48:21

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

I	152
U	65

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	152	70.0%
U	65	30.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	152	70.0%
u	65	30.0%

데이터갱신일자
Date

Distinct	101
Distinct (%)	46.5%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-02 23:04:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

식품소분업	217

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
식품소분업	217	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품소분업	217	100.0%

좌표정보(X)
Real number (ℝ)

Distinct	150
Distinct (%)	69.4%
Missing	1
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	190431.76

Minimum	188968.19
Maximum	192754.35
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	188968.19
5-th percentile	189127.98
Q1	189788.85
median	190308.87
Q3	191226.29
95-th percentile	191730.65
Maximum	192754.35
Range	3786.1565
Interquartile range (IQR)	1437.4379

Descriptive statistics

Standard deviation	868.70766
Coefficient of variation (CV)	0.0045617793
Kurtosis	-0.94343462
Mean	190431.76
Median Absolute Deviation (MAD)	747.51175
Skewness	0.17622114
Sum	41133260
Variance	754652.99
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
190809.507840375	8	3.7%
189127.981104583	6	2.8%
189055.138252216	6	2.8%
190704.904312713	5	2.3%
189829.504142672	4	1.8%
191226.287379467	4	1.8%
189561.360525634	4	1.8%
189788.849463856	3	1.4%
189686.475000033	3	1.4%
189936.854290909	3	1.4%
Other values (140)	170	78.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
188968.189711073	2	0.9%
188979.225789508	1	0.5%
189055.138252216	6	2.8%
189065.818334596	1	0.5%
189127.981104583	6	2.8%
189202.600232089	1	0.5%
189228.282678816	2	0.9%
189232.30642848	1	0.5%
189282.557380259	2	0.9%
189285.310103951	2	0.9%

Value	Count	Frequency (%)
192754.34619252	2	0.9%
192233.382815227	1	0.5%
191924.359561902	1	0.5%
191917.450107657	1	0.5%
191838.476380966	1	0.5%
191823.026849977	3	1.4%
191811.064576976	1	0.5%
191794.387105728	1	0.5%
191709.402700355	1	0.5%
191707.092726258	2	0.9%

좌표정보(Y)
Real number (ℝ)

Distinct	150
Distinct (%)	69.4%
Missing	1
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	440762.89

Minimum	437601.75
Maximum	442478.36
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	437601.75
5-th percentile	438426.03
Q1	440264.87
median	440940.38
Q3	441680.53
95-th percentile	442316.42
Maximum	442478.36
Range	4876.6027
Interquartile range (IQR)	1415.6647

Descriptive statistics

Standard deviation	1201.2452
Coefficient of variation (CV)	0.0027253774
Kurtosis	-0.0049793321
Mean	440762.89
Median Absolute Deviation (MAD)	727.17832
Skewness	-0.85043838
Sum	95204784
Variance	1442990.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
440728.382273075	8	3.7%
442460.505542105	6	2.8%
441958.334400683	6	2.8%
440940.384414334	5	2.3%
441618.071646624	4	1.8%
437914.06299827	4	1.8%
440925.40762197	4	1.8%
441731.610478567	3	1.4%
440870.092608694	3	1.4%
440349.985884412	3	1.4%
Other values (140)	170	78.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
437601.753603288	1	0.5%
437607.039565128	2	0.9%
437720.092885096	1	0.5%
437861.221701954	1	0.5%
437914.06299827	4	1.8%
438266.70898504	1	0.5%
438395.806833518	1	0.5%
438436.109390506	1	0.5%
438509.377572834	1	0.5%
438588.637827119	1	0.5%

Value	Count	Frequency (%)
442478.356256941	1	0.5%
442470.576702573	1	0.5%
442460.505542105	6	2.8%
442417.955057116	2	0.9%
442338.144130222	1	0.5%
442309.174987731	2	0.9%
442205.867457803	1	0.5%
442174.424111843	1	0.5%
442119.780901928	2	0.9%
442035.622560657	1	0.5%

위생업태명
Categorical

Distinct	2
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

식품소분업	166
<NA>	51

Length

Max length	5
Median length	5
Mean length	4.764977
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
식품소분업	166	76.5%
<NA>	51	23.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품소분업	166	76.5%
na	51	23.5%

남성종사자수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

<NA>	192
0	22
2	3

Length

Max length	4
Median length	4
Mean length	3.6543779
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>	192	88.5%
0	22	10.1%
2	3	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	192	88.5%
0	22	10.1%
2	3	1.4%

여성종사자수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

<NA>	192
0	24
1	1

Length

Max length	4
Median length	4
Mean length	3.6543779
Min length	1

Unique

Unique	1 ?
Unique (%)	0.5%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	192	88.5%
0	24	11.1%
1	1	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	192	88.5%
0	24	11.1%
1	1	0.5%

영업장주변구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

<NA>	206
기타	7
주택가주변	4

Length

Max length	5
Median length	4
Mean length	3.9539171
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	206	94.9%
기타	7	3.2%
주택가주변	4	1.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	206	94.9%
기타	7	3.2%
주택가주변	4	1.8%

등급구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

<NA>	206
기타	7
자율	4

Length

Max length	4
Median length	4
Mean length	3.8986175
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	206	94.9%
기타	7	3.2%
자율	4	1.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	206	94.9%
기타	7	3.2%
자율	4	1.8%

급수시설구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

<NA>	189
상수도전용	27
상수도(음용)지하수(주방용)겸용	1

Length

Max length	17
Median length	4
Mean length	4.1843318
Min length	4

Unique

Unique	1 ?
Unique (%)	0.5%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	189	87.1%
상수도전용	27	12.4%
상수도(음용)지하수(주방용)겸용	1	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	189	87.1%
상수도전용	27	12.4%
상수도(음용)지하수(주방용)겸용	1	0.5%

총인원
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

<NA>	198
0	19

Length

Max length	4
Median length	4
Mean length	3.7373272
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>	198	91.2%
0	19	8.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	198	91.2%
0	19	8.8%

본사종업원수
Categorical

Distinct	4
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

<NA>	136
0	78
2	2
1	1

Length

Max length	4
Median length	4
Mean length	2.8801843
Min length	1

Unique

Unique	1 ?
Unique (%)	0.5%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	136	62.7%
0	78	35.9%
2	2	0.9%
1	1	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	136	62.7%
0	78	35.9%
2	2	0.9%
1	1	0.5%

공장사무직종업원수
Categorical

Distinct	2
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

<NA>	136
0	81

Length

Max length	4
Median length	4
Mean length	2.8801843
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	136	62.7%
0	81	37.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	136	62.7%
0	81	37.3%

공장판매직종업원수
Categorical

Distinct	2
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

<NA>	136
0	81

Length

Max length	4
Median length	4
Mean length	2.8801843
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	136	62.7%
0	81	37.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	136	62.7%
0	81	37.3%

공장생산직종업원수
Categorical

Distinct	3
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

<NA>	136
0	80
11	1

Length

Max length	4
Median length	4
Mean length	2.8847926
Min length	1

Unique

Unique	1 ?
Unique (%)	0.5%

Sample

1st row	0
2nd row	0
3rd row	<NA>
4th row	11
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	136	62.7%
0	80	36.9%
11	1	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	136	62.7%
0	80	36.9%
11	1	0.5%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

<NA>	128
자가	61
임대	28

Length

Max length	4
Median length	4
Mean length	3.1797235
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>	128	59.0%
자가	61	28.1%
임대	28	12.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	128	59.0%
자가	61	28.1%
임대	28	12.9%

보증액
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	21.4%
Missing	189
Missing (%)	87.1%
Infinite	0
Infinite (%)	0.0%
Mean	12321429

Minimum	0
Maximum	2 × 10⁸
Zeros	21
Zeros (%)	9.7%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1250000
95-th percentile	38250000
Maximum	2 × 10⁸
Range	2 × 10⁸
Interquartile range (IQR)	1250000

Descriptive statistics

Standard deviation	38717451
Coefficient of variation (CV)	3.1422859
Kurtosis	22.214257
Mean	12321429
Median Absolute Deviation (MAD)	0
Skewness	4.5474897
Sum	3.45 × 10⁸
Variance	1.499041 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	21	9.7%
35000000	2	0.9%
5000000	2	0.9%
200000000	1	0.5%
25000000	1	0.5%
40000000	1	0.5%
(Missing)	189	87.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21	9.7%
5000000	2	0.9%
25000000	1	0.5%
35000000	2	0.9%
40000000	1	0.5%
200000000	1	0.5%

Value	Count	Frequency (%)
200000000	1	0.5%
40000000	1	0.5%
35000000	2	0.9%
25000000	1	0.5%
5000000	2	0.9%
0	21	9.7%

월세액
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	22.2%
Missing	190
Missing (%)	87.6%
Infinite	0
Infinite (%)	0.0%
Mean	588888.89

Minimum	0
Maximum	8000000
Zeros	21
Zeros (%)	9.7%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3020000
Maximum	8000000
Range	8000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1683022.3
Coefficient of variation (CV)	2.8579624
Kurtosis	15.237332
Mean	588888.89
Median Absolute Deviation (MAD)	0
Skewness	3.7383897
Sum	15900000
Variance	2.8325641 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	21	9.7%
400000	2	0.9%
8000000	1	0.5%
3200000	1	0.5%
1300000	1	0.5%
2600000	1	0.5%
(Missing)	190	87.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21	9.7%
400000	2	0.9%
1300000	1	0.5%
2600000	1	0.5%
3200000	1	0.5%
8000000	1	0.5%

Value	Count	Frequency (%)
8000000	1	0.5%
3200000	1	0.5%
2600000	1	0.5%
1300000	1	0.5%
400000	2	0.9%
0	21	9.7%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.6%
Missing	51
Missing (%)	23.5%
Memory size	566.0 B

False	166
(Missing)	51

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	166	76.5%
(Missing)	51	23.5%

시설총규모
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	5.4%
Missing	51
Missing (%)	23.5%
Infinite	0
Infinite (%)	0.0%
Mean	2.3366867

Minimum	0
Maximum	105
Zeros	158
Zeros (%)	72.8%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	105
Range	105
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	13.595367
Coefficient of variation (CV)	5.8182241
Kurtosis	40.671525
Mean	2.3366867
Median Absolute Deviation (MAD)	0
Skewness	6.3786762
Sum	387.89
Variance	184.83401
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0.0	158	72.8%
8.4	1	0.5%
90.35	1	0.5%
8.2	1	0.5%
6.3	1	0.5%
105.0	1	0.5%
18.56	1	0.5%
63.68	1	0.5%
87.4	1	0.5%
(Missing)	51	23.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	158	72.8%
6.3	1	0.5%
8.2	1	0.5%
8.4	1	0.5%
18.56	1	0.5%
63.68	1	0.5%
87.4	1	0.5%
90.35	1	0.5%
105.0	1	0.5%

Value	Count	Frequency (%)
105.0	1	0.5%
90.35	1	0.5%
87.4	1	0.5%
63.68	1	0.5%
18.56	1	0.5%
8.4	1	0.5%
8.2	1	0.5%
6.3	1	0.5%
0.0	158	72.8%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	217
Missing (%)	100.0%
Memory size	2.0 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	217
Missing (%)	100.0%
Memory size	2.0 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	217
Missing (%)	100.0%
Memory size	2.0 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	3170000-109-1995-00001	19950502	<NA>	3	폐업	2	폐업	20180827	<NA>	<NA>	<NA>	<NA>	<NA>	153802	서울특별시 금천구 가산동 345-48 (지상3층)	<NA>	<NA>	시골종합식품	2018-08-27 09:34:04	I	2018-08-31 23:59:59.0	식품소분업	189561.360526	440925.407622	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
1	3170000	3170000-109-1997-00009	19970725	<NA>	3	폐업	2	폐업	20081002	<NA>	<NA>	<NA>	02 8045757	83.03	153859	서울특별시 금천구 시흥동 912-20 [금천로 117]	<NA>	<NA>	올마트	2007-10-15 11:55:02	I	2018-08-31 23:59:59.0	식품소분업	191917.450108	438699.774609	식품소분업	<NA>	<NA>	주택가주변	자율	상수도전용	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
2	3170000	3170000-109-1997-00277	19970415	<NA>	3	폐업	2	폐업	19980529	<NA>	<NA>	<NA>	0232812035	40.00	153829	서울특별시 금천구 독산동 1003-5	<NA>	<NA>	(주)누리	2002-01-13 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	190278.498288	440453.72736	식품소분업	<NA>	<NA>	주택가주변	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
3	3170000	3170000-109-1998-00010	19980625	<NA>	3	폐업	2	폐업	20060707	<NA>	<NA>	<NA>	02 8613511	221.34	153802	서울특별시 금천구 가산동 345-48 (지상3층)	<NA>	<NA>	시골종합식품(주)	2003-12-12 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	189561.360526	440925.407622	식품소분업	<NA>	<NA>	기타	기타	상수도전용	<NA>	0	0	0	11	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
4	3170000	3170000-109-1998-00011	19980418	<NA>	3	폐업	2	폐업	19980702	<NA>	<NA>	<NA>	02 8559564	84.64	153801	서울특별시 금천구 가산동 148-38	<NA>	<NA>	반도상사	2002-01-13 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	190750.791233	441510.209347	식품소분업	<NA>	<NA>	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
5	3170000	3170000-109-1998-00012	19980618	<NA>	3	폐업	2	폐업	20040412	<NA>	<NA>	<NA>	02 8058866	8.10	153856	서울특별시 금천구 시흥동 850-6	<NA>	<NA>	(주)한빛유통농심가	2004-06-25 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	191445.240967	439494.602878	식품소분업	<NA>	<NA>	주택가주변	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
6	3170000	3170000-109-1998-00276	19980911	<NA>	3	폐업	2	폐업	20040412	<NA>	<NA>	<NA>	02 8576381	129.91	153814	서울특별시 금천구 독산동 336-31	<NA>	<NA>	일양유통수산	2002-01-13 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	190024.84396	440964.89284	식품소분업	<NA>	<NA>	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
7	3170000	3170000-109-1998-00353	19980211	<NA>	3	폐업	2	폐업	20020919	<NA>	<NA>	<NA>	02	5.25	153864	서울특별시 금천구 시흥동 986-4	<NA>	<NA>	(주)이천일아울렛	2000-11-16 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	191298.607041	438436.109391	식품소분업	0	0	주택가주변	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
8	3170000	3170000-109-1999-00349	19990127	<NA>	3	폐업	2	폐업	20020612	<NA>	<NA>	<NA>	02 8940167	108.28	153813	서울특별시 금천구 독산동 331-57	<NA>	<NA>	대신참치	2002-03-15 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	190480.150689	440578.960289	식품소분업	2	1	기타	자율	상수도(음용)지하수(주방용)겸용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
9	3170000	3170000-109-1999-00356	19990306	<NA>	3	폐업	2	폐업	20011018	<NA>	<NA>	<NA>	02 8949405	13.76	153839	서울특별시 금천구 시흥동 119-1	<NA>	<NA>	금천식품	2001-10-29 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	190947.552731	439204.21536	식품소분업	2	0	기타	기타	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
207	3170000	3170000-109-2023-00013	2023-10-27	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	07070127112	82.13	153-803	서울특별시 금천구 가산동 543-1 대성디폴리스지식산업센터	서울특별시 금천구 서부샛길 606, 대성디폴리스지식산업센터 A동 1610호 (가산동)	8504	디앙뜨	2023-10-27 15:46:21	I	2022-10-30 22:09:00.0	식품소분업	189055.138252	441958.334401	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
208	3170000	3170000-109-2023-00014	2023-12-06	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	9.84	153-857	서울특별시 금천구 시흥동 881-56	서울특별시 금천구 시흥대로62길 31, 1층 일부호 (시흥동)	8626	기라성	2023-12-06 10:02:10	I	2022-11-02 00:08:00.0	식품소분업	191233.745849	439320.466929	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
209	3170000	3170000-109-2024-00001	2024-01-03	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	18009258	131.20	153-709	서울특별시 금천구 가산동 60-5 갑을그레이트밸리	서울특별시 금천구 디지털로9길 32, 갑을그레이트밸리 지하105호(일부)호 (가산동)	8512	주식회사 금해코리아	2024-01-03 14:23:37	I	2023-12-01 00:05:00.0	식품소분업	189982.344533	441928.690402	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
210	3170000	3170000-109-2024-00002	2024-01-17	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	07075856098	10.00	153-814	서울특별시 금천구 독산동 336-23 4층 일부호	서울특별시 금천구 벚꽃로 190, 4층 일부호 (독산동)	8526	썸푸드	2024-01-17 13:37:29	I	2023-11-30 23:09:00.0	식품소분업	189972.552916	441080.376789	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
211	3170000	3170000-109-2024-00003	2024-01-23	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	23.40	153-864	서울특별시 금천구 시흥동 991-5	서울특별시 금천구 시흥대로 189, 8층 809호 (시흥동)	8635	화화푸드	2024-01-23 15:10:20	I	2023-11-30 22:05:00.0	식품소분업	191231.71641	438732.994399	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
212	3170000	3170000-109-2024-00004	2024-01-26	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	10.00	153-803	서울특별시 금천구 가산동 459-23 에이스 비즈포레 지식산업센터	서울특별시 금천구 가산디지털2로 173, 에이스 비즈포레 지식산업센터 3층 310호 (가산동)	8500	메리고라운드 기프트	2024-01-26 17:00:13	I	2023-11-30 22:08:00.0	식품소분업	189065.818335	442338.14413	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
213	3170000	3170000-109-2024-00005	2024-02-21	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	9.23	153-803	서울특별시 금천구 가산동 481-10 벽산/경인디지털밸리2	서울특별시 금천구 가산디지털2로 184, 벽산/경인디지털밸리2 15층 1511호 (가산동)	8501	주식회사 제이에프에프	2024-02-21 17:28:43	I	2023-12-01 22:03:00.0	식품소분업	189127.981105	442460.505542	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
214	3170000	3170000-109-2024-00006	2024-02-22	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	63.45	153-818	서울특별시 금천구 독산동 881-44	서울특별시 금천구 남부순환로126길 48, 1층 (독산동)	8547	준유통	2024-02-22 17:30:57	I	2023-12-01 22:04:00.0	식품소분업	191683.573321	441778.351919	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
215	3170000	3170000-109-2024-00007	2024-03-12	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	99.00	153-814	서울특별시 금천구 독산동 336-1	서울특별시 금천구 가산로3길 115, 102,103호 (독산동)	8526	주식회사 오에스케이에프앤지	2024-03-12 17:20:19	I	2023-12-02 23:04:00.0	식품소분업	190114.172267	441080.23872	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
216	3170000	3170000-109-2024-00008	2024-03-22	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	028378890	62.00	153-803	서울특별시 금천구 가산동 371-37 에스티엑스브이타워	서울특별시 금천구 가산디지털1로 128, 에스티엑스브이타워 11층 1105-2호 (가산동)	8507	언더레이	2024-03-22 16:48:21	I	2023-12-02 22:04:00.0	식품소분업	189647.046752	441677.096205	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Lowercase Letter

Other Punctuation

Open Punctuation

Close Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block