gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	383
Missing cells	3819
Missing cells (%)	22.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	140.4 KiB
Average record size in memory	375.3 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	구로구
URL	https://data.seoul.go.kr/dataList/OA-18268/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`여성종사자수` is highly imbalanced (56.0%)	Imbalance
`영업장주변구분명` is highly imbalanced (50.0%)	Imbalance
`총인원` is highly imbalanced (83.9%)	Imbalance
`공장사무직종업원수` is highly imbalanced (52.3%)	Imbalance
`보증액` is highly imbalanced (59.5%)	Imbalance
`월세액` is highly imbalanced (59.5%)	Imbalance
`인허가취소일자` has 383 (100.0%) missing values	Missing
`폐업일자` has 46 (12.0%) missing values	Missing
`휴업시작일자` has 383 (100.0%) missing values	Missing
`휴업종료일자` has 383 (100.0%) missing values	Missing
`재개업일자` has 383 (100.0%) missing values	Missing
`전화번호` has 91 (23.8%) missing values	Missing
`소재지면적` has 12 (3.1%) missing values	Missing
`도로명주소` has 205 (53.5%) missing values	Missing
`도로명우편번호` has 207 (54.0%) missing values	Missing
`좌표정보(X)` has 20 (5.2%) missing values	Missing
`좌표정보(Y)` has 20 (5.2%) missing values	Missing
`남성종사자수` has 282 (73.6%) missing values	Missing
`공장생산직종업원수` has 187 (48.8%) missing values	Missing
`다중이용업소여부` has 34 (8.9%) missing values	Missing
`시설총규모` has 34 (8.9%) missing values	Missing
`전통업소지정번호` has 383 (100.0%) missing values	Missing
`전통업소주된음식` has 383 (100.0%) missing values	Missing
`홈페이지` has 383 (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
`남성종사자수` has 66 (17.2%) zeros	Zeros
`공장생산직종업원수` has 161 (42.0%) zeros	Zeros
`시설총규모` has 340 (88.8%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 04:20:55.157573
Analysis finished	2024-05-11 04:20:57.215538
Duration	2.06 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

3160000	383

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3160000
2nd row	3160000
3rd row	3160000
4th row	3160000
5th row	3160000

Common Values

Value	Count	Frequency (%)
3160000	383	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3160000	383	100.0%

관리번호
Text

UNIQUE

Distinct	383
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

Length

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

Characters and Unicode

Total characters	8426
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	383 ?
Unique (%)	100.0%

Sample

1st row	3160000-106-1979-00028
2nd row	3160000-106-1980-00031
3rd row	3160000-106-1981-00030
4th row	3160000-106-1987-00004
5th row	3160000-106-1987-00005

Value	Count	Frequency (%)
3160000-106-1979-00028	1	0.3%
3160000-106-2012-00009	1	0.3%
3160000-106-2012-00006	1	0.3%
3160000-106-2012-00005	1	0.3%
3160000-106-2012-00004	1	0.3%
3160000-106-2012-00003	1	0.3%
3160000-106-2012-00002	1	0.3%
3160000-106-2012-00001	1	0.3%
3160000-106-2011-00016	1	0.3%
3160000-106-2011-00015	1	0.3%
Other values (373)	373	97.4%

Most occurring characters

Value	Count	Frequency (%)
0	3699	43.9%
1	1185	14.1%
-	1149	13.6%
6	860	10.2%
3	497	5.9%
2	421	5.0%
9	244	2.9%
8	108	1.3%
4	97	1.2%
5	87	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7277	86.4%
Dash Punctuation	1149	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3699	50.8%
1	1185	16.3%
6	860	11.8%
3	497	6.8%
2	421	5.8%
9	244	3.4%
8	108	1.5%
4	97	1.3%
5	87	1.2%
7	79	1.1%

Dash Punctuation

Value	Count	Frequency (%)
-	1149	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8426	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3699	43.9%
1	1185	14.1%
-	1149	13.6%
6	860	10.2%
3	497	5.9%
2	421	5.0%
9	244	2.9%
8	108	1.3%
4	97	1.2%
5	87	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8426	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3699	43.9%
1	1185	14.1%
-	1149	13.6%
6	860	10.2%
3	497	5.9%
2	421	5.0%
9	244	2.9%
8	108	1.3%
4	97	1.2%
5	87	1.0%

인허가일자
Date

Distinct	358
Distinct (%)	93.5%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

Minimum	1979-08-20 00:00:00
Maximum	2023-12-01 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	383
Missing (%)	100.0%
Memory size	3.5 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

3	337
1	46

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	337	88.0%
1	46	12.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	337	88.0%
1	46	12.0%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

폐업	337
영업/정상	46

Length

Max length	5
Median length	2
Mean length	2.3603133
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	337	88.0%
영업/정상	46	12.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	337	88.0%
영업/정상	46	12.0%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

2	337
1	46

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	337	88.0%
1	46	12.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	337	88.0%
1	46	12.0%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

폐업	337
영업	46

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	337	88.0%
영업	46	12.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	337	88.0%
영업	46	12.0%

폐업일자
Date

MISSING

Distinct	296
Distinct (%)	87.8%
Missing	46
Missing (%)	12.0%
Memory size	3.1 KiB

Minimum	1997-05-19 00:00:00
Maximum	2023-12-13 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	383
Missing (%)	100.0%
Memory size	3.5 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	383
Missing (%)	100.0%
Memory size	3.5 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	383
Missing (%)	100.0%
Memory size	3.5 KiB

전화번호
Text

MISSING

Distinct	251
Distinct (%)	86.0%
Missing	91
Missing (%)	23.8%
Memory size	3.1 KiB

Length

Max length	12
Median length	11
Mean length	9.8116438
Min length	2

Characters and Unicode

Total characters	2865
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	245 ?
Unique (%)	83.9%

Sample

1st row	02
2nd row	02 6784049
3rd row	02
4th row	02 0
5th row	02 6887353

Value	Count	Frequency (%)
02	192	36.4%
0	28	5.3%
070	16	3.0%
856	5	0.9%
863	3	0.6%
8304219	2	0.4%
8373883	2	0.4%
6000	2	0.4%
868	2	0.4%
8529424	2	0.4%
Other values (270)	274	51.9%

Most occurring characters

Value	Count	Frequency (%)
0	511	17.8%
2	508	17.7%
	367	12.8%
8	293	10.2%
6	262	9.1%
5	177	6.2%
3	171	6.0%
1	170	5.9%
7	162	5.7%
4	128	4.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2498	87.2%
Space Separator	367	12.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	511	20.5%
2	508	20.3%
8	293	11.7%
6	262	10.5%
5	177	7.1%
3	171	6.8%
1	170	6.8%
7	162	6.5%
4	128	5.1%
9	116	4.6%

Space Separator

Value	Count	Frequency (%)
	367	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2865	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	511	17.8%
2	508	17.7%
	367	12.8%
8	293	10.2%
6	262	9.1%
5	177	6.2%
3	171	6.0%
1	170	5.9%
7	162	5.7%
4	128	4.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2865	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	511	17.8%
2	508	17.7%
	367	12.8%
8	293	10.2%
6	262	9.1%
5	177	6.2%
3	171	6.0%
1	170	5.9%
7	162	5.7%
4	128	4.5%

소재지면적
Text

MISSING

Distinct	336
Distinct (%)	90.6%
Missing	12
Missing (%)	3.1%
Memory size	3.1 KiB

Length

Max length	8
Median length	5
Mean length	5.3018868
Min length	3

Characters and Unicode

Total characters	1967
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	313 ?
Unique (%)	84.4%

Sample

1st row	111.88
2nd row	105.64
3rd row	.00
4th row	113.43
5th row	66.35

Value	Count	Frequency (%)
33.00	5	1.3%
00	5	1.3%
45.00	3	0.8%
60.00	3	0.8%
150.00	3	0.8%
49.50	3	0.8%
18.00	3	0.8%
40.00	3	0.8%
455.30	2	0.5%
18.96	2	0.5%
Other values (326)	339	91.4%

Most occurring characters

Value	Count	Frequency (%)
.	371	18.9%
0	325	16.5%
1	239	12.2%
2	177	9.0%
3	146	7.4%
6	138	7.0%
4	134	6.8%
5	133	6.8%
8	121	6.2%
9	92	4.7%
Other values (2)	91	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1595	81.1%
Other Punctuation	372	18.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	325	20.4%
1	239	15.0%
2	177	11.1%
3	146	9.2%
6	138	8.7%
4	134	8.4%
5	133	8.3%
8	121	7.6%
9	92	5.8%
7	90	5.6%

Other Punctuation

Value	Count	Frequency (%)
.	371	99.7%
,	1	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	1967	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	371	18.9%
0	325	16.5%
1	239	12.2%
2	177	9.0%
3	146	7.4%
6	138	7.0%
4	134	6.8%
5	133	6.8%
8	121	6.2%
9	92	4.7%
Other values (2)	91	4.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1967	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	371	18.9%
0	325	16.5%
1	239	12.2%
2	177	9.0%
3	146	7.4%
6	138	7.0%
4	134	6.8%
5	133	6.8%
8	121	6.2%
9	92	4.7%
Other values (2)	91	4.6%

소재지우편번호
Text

Distinct	100
Distinct (%)	26.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

Length

Max length	7
Median length	6
Mean length	6.0469974
Min length	6

Characters and Unicode

Total characters	2316
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	33 ?
Unique (%)	8.6%

Sample

1st row	152893
2nd row	152887
3rd row	152872
4th row	152858
5th row	152824

Value	Count	Frequency (%)
152848	38	9.9%
152801	13	3.4%
152872	12	3.1%
152800	12	3.1%
152815	12	3.1%
152885	11	2.9%
152883	11	2.9%
152847	10	2.6%
152887	10	2.6%
152823	9	2.3%
Other values (90)	245	64.0%

Most occurring characters

Value	Count	Frequency (%)
8	474	20.5%
5	467	20.2%
2	450	19.4%
1	448	19.3%
0	121	5.2%
4	105	4.5%
3	81	3.5%
7	57	2.5%
6	49	2.1%
9	46	2.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2298	99.2%
Dash Punctuation	18	0.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
8	474	20.6%
5	467	20.3%
2	450	19.6%
1	448	19.5%
0	121	5.3%
4	105	4.6%
3	81	3.5%
7	57	2.5%
6	49	2.1%
9	46	2.0%

Dash Punctuation

Value	Count	Frequency (%)
-	18	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2316	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
8	474	20.5%
5	467	20.2%
2	450	19.4%
1	448	19.3%
0	121	5.2%
4	105	4.5%
3	81	3.5%
7	57	2.5%
6	49	2.1%
9	46	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2316	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
8	474	20.5%
5	467	20.2%
2	450	19.4%
1	448	19.3%
0	121	5.2%
4	105	4.5%
3	81	3.5%
7	57	2.5%
6	49	2.1%
9	46	2.0%

지번주소
Text

Distinct	360
Distinct (%)	94.0%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

Length

Max length	58
Median length	47
Mean length	26.425587
Min length	17

Characters and Unicode

Total characters	10121
Distinct characters	186
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	340 ?
Unique (%)	88.8%

Sample

1st row	서울특별시 구로구 오류동 38-7번지
2nd row	서울특별시 구로구 신도림동 396-24번지
3rd row	서울특별시 구로구 구로동 734-15번지
4th row	서울특별시 구로구 구로동 507-1번지
5th row	서울특별시 구로구 고척동 52-35번지

Value	Count	Frequency (%)
구로구	384	21.2%
서울특별시	383	21.1%
구로동	154	8.5%
개봉동	62	3.4%
고척동	57	3.1%
1층	31	1.7%
가리봉동	29	1.6%
궁동	26	1.4%
오류동	25	1.4%
신도림동	15	0.8%
Other values (523)	648	35.7%

Most occurring characters

Value	Count	Frequency (%)
	1763	17.4%
구	930	9.2%
로	548	5.4%
1	527	5.2%
동	408	4.0%
시	386	3.8%
서	384	3.8%
울	384	3.8%
별	383	3.8%
특	383	3.8%
Other values (176)	4025	39.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	5777	57.1%
Decimal Number	2096	20.7%
Space Separator	1763	17.4%
Dash Punctuation	363	3.6%
Open Punctuation	44	0.4%
Close Punctuation	43	0.4%
Other Punctuation	16	0.2%
Uppercase Letter	13	0.1%
Letter Number	3	< 0.1%
Lowercase Letter	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	930	16.1%
로	548	9.5%
동	408	7.1%
시	386	6.7%
서	384	6.6%
울	384	6.6%
별	383	6.6%
특	383	6.6%
지	364	6.3%
번	323	5.6%
Other values (151)	1284	22.2%

Decimal Number

Value	Count	Frequency (%)
1	527	25.1%
2	327	15.6%
3	226	10.8%
0	173	8.3%
7	166	7.9%
4	154	7.3%
5	154	7.3%
6	134	6.4%
9	119	5.7%
8	116	5.5%

Uppercase Letter

Value	Count	Frequency (%)
B	8	61.5%
A	3	23.1%
I	1	7.7%
T	1	7.7%

Lowercase Letter

Value	Count	Frequency (%)
b	1	33.3%
s	1	33.3%
k	1	33.3%

Other Punctuation

Value	Count	Frequency (%)
,	15	93.8%
.	1	6.2%

Letter Number

Value	Count	Frequency (%)
Ⅲ	2	66.7%
Ⅱ	1	33.3%

Space Separator

Value	Count	Frequency (%)
	1763	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	363	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	44	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	43	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	5777	57.1%
Common	4325	42.7%
Latin	19	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	930	16.1%
로	548	9.5%
동	408	7.1%
시	386	6.7%
서	384	6.6%
울	384	6.6%
별	383	6.6%
특	383	6.6%
지	364	6.3%
번	323	5.6%
Other values (151)	1284	22.2%

Common

Value	Count	Frequency (%)
	1763	40.8%
1	527	12.2%
-	363	8.4%
2	327	7.6%
3	226	5.2%
0	173	4.0%
7	166	3.8%
4	154	3.6%
5	154	3.6%
6	134	3.1%
Other values (6)	338	7.8%

Latin

Value	Count	Frequency (%)
B	8	42.1%
A	3	15.8%
Ⅲ	2	10.5%
b	1	5.3%
Ⅱ	1	5.3%
I	1	5.3%
T	1	5.3%
s	1	5.3%
k	1	5.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	5777	57.1%
ASCII	4341	42.9%
Number Forms	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1763	40.6%
1	527	12.1%
-	363	8.4%
2	327	7.5%
3	226	5.2%
0	173	4.0%
7	166	3.8%
4	154	3.5%
5	154	3.5%
6	134	3.1%
Other values (13)	354	8.2%

Hangul

Value	Count	Frequency (%)
구	930	16.1%
로	548	9.5%
동	408	7.1%
시	386	6.7%
서	384	6.6%
울	384	6.6%
별	383	6.6%
특	383	6.6%
지	364	6.3%
번	323	5.6%
Other values (151)	1284	22.2%

Number Forms

Value	Count	Frequency (%)
Ⅲ	2	66.7%
Ⅱ	1	33.3%

도로명주소
Text

MISSING

Distinct	175
Distinct (%)	98.3%
Missing	205
Missing (%)	53.5%
Memory size	3.1 KiB

Length

Max length	64
Median length	47
Mean length	35.882022
Min length	22

Characters and Unicode

Total characters	6387
Distinct characters	166
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	172 ?
Unique (%)	96.6%

Sample

1st row	서울특별시 구로구 개봉로1길 96, 1층 (개봉동)
2nd row	서울특별시 구로구 구로동로18길 62-18 (구로동,(101호))
3rd row	서울특별시 구로구 경인로23길 22 (오류동)
4th row	서울특별시 구로구 경인로 518 (구로동)
5th row	서울특별시 구로구 우마1길 12 (가리봉동)

Value	Count	Frequency (%)
서울특별시	178	15.3%
구로구	178	15.3%
구로동	84	7.2%
1층	47	4.0%
고척동	16	1.4%
개봉동	15	1.3%
2층	14	1.2%
디지털로31길	12	1.0%
지층	12	1.0%
오류동	12	1.0%
Other values (385)	596	51.2%

Most occurring characters

Value	Count	Frequency (%)
	986	15.4%
구	486	7.6%
로	481	7.5%
1	339	5.3%
동	217	3.4%
,	195	3.1%
)	190	3.0%
(	190	3.0%
2	188	2.9%
시	183	2.9%
Other values (156)	2932	45.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3585	56.1%
Decimal Number	1170	18.3%
Space Separator	986	15.4%
Other Punctuation	195	3.1%
Close Punctuation	190	3.0%
Open Punctuation	190	3.0%
Dash Punctuation	55	0.9%
Uppercase Letter	10	0.2%
Letter Number	3	< 0.1%
Lowercase Letter	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	486	13.6%
로	481	13.4%
동	217	6.1%
시	183	5.1%
서	181	5.0%
울	179	5.0%
특	178	5.0%
별	178	5.0%
길	144	4.0%
층	97	2.7%
Other values (134)	1261	35.2%

Decimal Number

Value	Count	Frequency (%)
1	339	29.0%
2	188	16.1%
3	150	12.8%
0	110	9.4%
5	78	6.7%
7	75	6.4%
8	71	6.1%
4	65	5.6%
6	56	4.8%
9	38	3.2%

Lowercase Letter

Value	Count	Frequency (%)
s	1	33.3%
k	1	33.3%
b	1	33.3%

Uppercase Letter

Value	Count	Frequency (%)
B	7	70.0%
A	3	30.0%

Letter Number

Value	Count	Frequency (%)
Ⅲ	2	66.7%
Ⅱ	1	33.3%

Space Separator

Value	Count	Frequency (%)
	986	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	195	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	190	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	190	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	55	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3585	56.1%
Common	2786	43.6%
Latin	16	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	486	13.6%
로	481	13.4%
동	217	6.1%
시	183	5.1%
서	181	5.0%
울	179	5.0%
특	178	5.0%
별	178	5.0%
길	144	4.0%
층	97	2.7%
Other values (134)	1261	35.2%

Common

Value	Count	Frequency (%)
	986	35.4%
1	339	12.2%
,	195	7.0%
)	190	6.8%
(	190	6.8%
2	188	6.7%
3	150	5.4%
0	110	3.9%
5	78	2.8%
7	75	2.7%
Other values (5)	285	10.2%

Latin

Value	Count	Frequency (%)
B	7	43.8%
A	3	18.8%
Ⅲ	2	12.5%
Ⅱ	1	6.2%
s	1	6.2%
k	1	6.2%
b	1	6.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3585	56.1%
ASCII	2799	43.8%
Number Forms	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	986	35.2%
1	339	12.1%
,	195	7.0%
)	190	6.8%
(	190	6.8%
2	188	6.7%
3	150	5.4%
0	110	3.9%
5	78	2.8%
7	75	2.7%
Other values (10)	298	10.6%

Hangul

Value	Count	Frequency (%)
구	486	13.6%
로	481	13.4%
동	217	6.1%
시	183	5.1%
서	181	5.0%
울	179	5.0%
특	178	5.0%
별	178	5.0%
길	144	4.0%
층	97	2.7%
Other values (134)	1261	35.2%

Number Forms

Value	Count	Frequency (%)
Ⅲ	2	66.7%
Ⅱ	1	33.3%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	91
Distinct (%)	51.7%
Missing	207
Missing (%)	54.0%
Infinite	0
Infinite (%)	0.0%
Mean	8309.1023

Minimum	8202
Maximum	8395
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 KiB

Quantile statistics

Minimum	8202
5-th percentile	8214.75
Q1	8256
median	8306
Q3	8376
95-th percentile	8389
Maximum	8395
Range	193
Interquartile range (IQR)	120

Descriptive statistics

Standard deviation	60.510502
Coefficient of variation (CV)	0.0072824356
Kurtosis	-1.372647
Mean	8309.1023
Median Absolute Deviation (MAD)	57
Skewness	-0.10603934
Sum	1462402
Variance	3661.5209
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8381	12	3.1%
8376	7	1.8%
8238	5	1.3%
8280	5	1.3%
8249	5	1.3%
8389	4	1.0%
8378	4	1.0%
8375	4	1.0%
8311	4	1.0%
8278	4	1.0%
Other values (81)	122	31.9%
(Missing)	207	54.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8202	1	0.3%
8203	3	0.8%
8206	2	0.5%
8209	1	0.3%
8214	2	0.5%
8215	2	0.5%
8219	2	0.5%
8220	2	0.5%
8222	1	0.3%
8223	1	0.3%

Value	Count	Frequency (%)
8395	1	0.3%
8393	2	0.5%
8392	1	0.3%
8391	1	0.3%
8390	2	0.5%
8389	4	1.0%
8388	2	0.5%
8387	1	0.3%
8383	2	0.5%
8382	1	0.3%

사업장명
Text

Distinct	361
Distinct (%)	94.3%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

Length

Max length	36
Median length	25
Mean length	6.151436
Min length	2

Characters and Unicode

Total characters	2356
Distinct characters	405
Distinct categories	8 ?
Distinct scripts	4 ?
Distinct blocks	4 ?

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

Unique

Unique	344 ?
Unique (%)	89.8%

Sample

1st row	부산식품
2nd row	강서두부
3rd row	유한식품
4th row	버들식품
5th row	진식품

Value	Count	Frequency (%)
주식회사	22	5.0%
개미식품	4	0.9%
roasters	4	0.9%
그린식품	3	0.7%
진식품	3	0.7%
이원제과	3	0.7%
coffee	3	0.7%
한양식품	3	0.7%
고향만두	2	0.5%
제2공장	2	0.5%
Other values (379)	395	89.0%

Most occurring characters

Value	Count	Frequency (%)
식	146	6.2%
품	121	5.1%
주	89	3.8%
(	75	3.2%
)	75	3.2%
	61	2.6%
이	51	2.2%
사	38	1.6%
드	37	1.6%
스	34	1.4%
Other values (395)	1629	69.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2003	85.0%
Lowercase Letter	102	4.3%
Open Punctuation	75	3.2%
Close Punctuation	75	3.2%
Space Separator	61	2.6%
Uppercase Letter	32	1.4%
Other Punctuation	4	0.2%
Decimal Number	4	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
식	146	7.3%
품	121	6.0%
주	89	4.4%
이	51	2.5%
사	38	1.9%
드	37	1.8%
스	34	1.7%
한	32	1.6%
푸	30	1.5%
회	28	1.4%
Other values (346)	1397	69.7%

Lowercase Letter

Value	Count	Frequency (%)
e	16	15.7%
o	11	10.8%
r	11	10.8%
a	10	9.8%
s	9	8.8%
f	8	7.8%
t	6	5.9%
n	4	3.9%
u	4	3.9%
c	3	2.9%
Other values (12)	20	19.6%

Uppercase Letter

Value	Count	Frequency (%)
B	4	12.5%
T	3	9.4%
F	3	9.4%
C	3	9.4%
G	2	6.2%
P	2	6.2%
R	2	6.2%
L	2	6.2%
K	2	6.2%
A	1	3.1%
Other values (8)	8	25.0%

Other Punctuation

Value	Count	Frequency (%)
&	2	50.0%
,	1	25.0%
.	1	25.0%

Decimal Number

Value	Count	Frequency (%)
2	2	50.0%
5	1	25.0%
1	1	25.0%

Open Punctuation

Value	Count	Frequency (%)
(	75	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	75	100.0%

Space Separator

Value	Count	Frequency (%)
	61	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2002	85.0%
Common	219	9.3%
Latin	134	5.7%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
식	146	7.3%
품	121	6.0%
주	89	4.4%
이	51	2.5%
사	38	1.9%
드	37	1.8%
스	34	1.7%
한	32	1.6%
푸	30	1.5%
회	28	1.4%
Other values (345)	1396	69.7%

Latin

Value	Count	Frequency (%)
e	16	11.9%
o	11	8.2%
r	11	8.2%
a	10	7.5%
s	9	6.7%
f	8	6.0%
t	6	4.5%
B	4	3.0%
n	4	3.0%
u	4	3.0%
Other values (30)	51	38.1%

Common

Value	Count	Frequency (%)
(	75	34.2%
)	75	34.2%
	61	27.9%
&	2	0.9%
2	2	0.9%
5	1	0.5%
,	1	0.5%
.	1	0.5%
1	1	0.5%

Han

Value	Count	Frequency (%)
愛	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2001	84.9%
ASCII	353	15.0%
CJK	1	< 0.1%
Compat Jamo	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
식	146	7.3%
품	121	6.0%
주	89	4.4%
이	51	2.5%
사	38	1.9%
드	37	1.8%
스	34	1.7%
한	32	1.6%
푸	30	1.5%
회	28	1.4%
Other values (344)	1395	69.7%

ASCII

Value	Count	Frequency (%)
(	75	21.2%
)	75	21.2%
	61	17.3%
e	16	4.5%
o	11	3.1%
r	11	3.1%
a	10	2.8%
s	9	2.5%
f	8	2.3%
t	6	1.7%
Other values (39)	71	20.1%

CJK

Value	Count	Frequency (%)
愛	1	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㅌ	1	100.0%

최종수정일자
Date

Distinct	313
Distinct (%)	81.7%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

Minimum	1999-08-02 00:00:00
Maximum	2024-04-19 10:10:42

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

I	306
U	77

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	306	79.9%
U	77	20.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	306	79.9%
u	77	20.1%

데이터갱신일자
Date

Distinct	86
Distinct (%)	22.5%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-03 22:01:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

식품제조가공업	310
기타 식품제조가공업	73

Length

Max length	10
Median length	7
Mean length	7.5718016
Min length	7

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	310	80.9%
기타 식품제조가공업	73	19.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품제조가공업	383	84.0%
기타	73	16.0%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	296
Distinct (%)	81.5%
Missing	20
Missing (%)	5.2%
Infinite	0
Infinite (%)	0.0%
Mean	188338.97

Minimum	183690.9
Maximum	191173.83
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 KiB

Quantile statistics

Minimum	183690.9
5-th percentile	184846.54
Q1	186762.12
median	189052.1
Q3	190173.45
95-th percentile	190665.57
Maximum	191173.83
Range	7482.9319
Interquartile range (IQR)	3411.332

Descriptive statistics

Standard deviation	2021.3419
Coefficient of variation (CV)	0.010732468
Kurtosis	-1.060845
Mean	188338.97
Median Absolute Deviation (MAD)	1476.3483
Skewness	-0.47566472
Sum	68367045
Variance	4085823.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
190461.790473157	6	1.6%
190415.331312828	4	1.0%
190496.447846852	4	1.0%
188394.46956161	4	1.0%
190594.904645635	3	0.8%
190423.216683488	3	0.8%
188923.906304468	3	0.8%
190609.413674522	3	0.8%
187619.596959162	3	0.8%
184846.543453888	3	0.8%
Other values (286)	327	85.4%
(Missing)	20	5.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
183690.902241778	2	0.5%
183725.210246235	1	0.3%
183748.774951501	1	0.3%
183807.118188697	1	0.3%
183969.570522017	1	0.3%
184064.5497836	1	0.3%
184145.671176177	1	0.3%
184459.312860748	1	0.3%
184474.46941356	1	0.3%
184482.4743791	2	0.5%

Value	Count	Frequency (%)
191173.834097241	1	0.3%
191039.660930416	1	0.3%
191036.561437766	1	0.3%
191020.264430044	1	0.3%
190980.657371441	1	0.3%
190919.498006713	1	0.3%
190909.52798971	1	0.3%
190901.977946718	1	0.3%
190857.2540833	1	0.3%
190845.231594802	2	0.5%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	296
Distinct (%)	81.5%
Missing	20
Missing (%)	5.2%
Infinite	0
Infinite (%)	0.0%
Mean	443535.05

Minimum	441599.36
Maximum	445606.68
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 KiB

Quantile statistics

Minimum	441599.36
5-th percentile	442167.19
Q1	442645.33
median	443578.11
Q3	444336.05
95-th percentile	444976.77
Maximum	445606.68
Range	4007.3272
Interquartile range (IQR)	1690.7208

Descriptive statistics

Standard deviation	939.74852
Coefficient of variation (CV)	0.0021187695
Kurtosis	-1.1402794
Mean	443535.05
Median Absolute Deviation (MAD)	860.65843
Skewness	-0.011572286
Sum	1.6100322 × 10⁸
Variance	883127.28
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
442368.090413171	6	1.6%
442596.203831363	4	1.0%
442645.330573628	4	1.0%
444768.403887191	4	1.0%
442261.654499191	3	0.8%
442403.568114284	3	0.8%
444156.604961623	3	0.8%
442782.030555155	3	0.8%
444186.923109714	3	0.8%
444081.871997546	3	0.8%
Other values (286)	327	85.4%
(Missing)	20	5.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
441599.355055656	1	0.3%
441675.376027035	1	0.3%
441706.119585122	2	0.5%
441873.504088439	1	0.3%
441922.27353307	1	0.3%
441923.997508266	1	0.3%
441940.689088582	1	0.3%
441941.589844702	1	0.3%
441953.169448475	1	0.3%
441975.851326573	1	0.3%

Value	Count	Frequency (%)
445606.682305619	1	0.3%
445601.073248063	1	0.3%
445430.97917589	1	0.3%
445355.004580319	1	0.3%
445205.147216016	1	0.3%
445195.615736292	1	0.3%
445178.860000001	1	0.3%
445165.538984481	1	0.3%
445118.362115261	1	0.3%
445089.01349184	1	0.3%

위생업태명
Categorical

Distinct	3
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

식품제조가공업	304
기타 식품제조가공업	45
<NA>	34

Length

Max length	10
Median length	7
Mean length	7.0861619
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	304	79.4%
기타 식품제조가공업	45	11.7%
<NA>	34	8.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품제조가공업	349	81.5%
기타	45	10.5%
na	34	7.9%

남성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	5.9%
Missing	282
Missing (%)	73.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.78217822

Minimum	0
Maximum	12
Zeros	66
Zeros (%)	17.2%
Negative	0
Negative (%)	0.0%
Memory size	3.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	12
Range	12
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.0228888
Coefficient of variation (CV)	2.586225
Kurtosis	21.798254
Mean	0.78217822
Median Absolute Deviation (MAD)	0
Skewness	4.5187212
Sum	79
Variance	4.0920792
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	66	17.2%
1	22	5.7%
2	9	2.3%
12	2	0.5%
5	1	0.3%
10	1	0.3%
(Missing)	282	73.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	66	17.2%
1	22	5.7%
2	9	2.3%
5	1	0.3%
10	1	0.3%
12	2	0.5%

Value	Count	Frequency (%)
12	2	0.5%
10	1	0.3%
5	1	0.3%
2	9	2.3%
1	22	5.7%
0	66	17.2%

여성종사자수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

<NA>	279
0	81
2	11
1	10
5	1

Length

Max length	4
Median length	4
Mean length	3.1853786
Min length	1

Unique

Unique	2 ?
Unique (%)	0.5%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	279	72.8%
0	81	21.1%
2	11	2.9%
1	10	2.6%
5	1	0.3%
3	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	279	72.8%
0	81	21.1%
2	11	2.9%
1	10	2.6%
5	1	0.3%
3	1	0.3%

영업장주변구분명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

<NA>	277
기타	73
주택가주변	28
아파트지역	4
학교정화(상대)	1

Length

Max length	8
Median length	4
Mean length	3.7127937
Min length	2

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	277	72.3%
기타	73	19.1%
주택가주변	28	7.3%
아파트지역	4	1.0%
학교정화(상대)	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	277	72.3%
기타	73	19.1%
주택가주변	28	7.3%
아파트지역	4	1.0%
학교정화(상대	1	0.3%

등급구분명
Categorical

Distinct	4
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

<NA>	277
기타	70
자율	31
을	5

Length

Max length	4
Median length	4
Mean length	3.4334204
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	277	72.3%
기타	70	18.3%
자율	31	8.1%
을	5	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	277	72.3%
기타	70	18.3%
자율	31	8.1%
을	5	1.3%

급수시설구분명
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

<NA>	218
상수도전용	165

Length

Max length	5
Median length	4
Mean length	4.4308094
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>	218	56.9%
상수도전용	165	43.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	218	56.9%
상수도전용	165	43.1%

총인원
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

<NA>	374
0	9

Length

Max length	4
Median length	4
Mean length	3.9295039
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>	374	97.7%
0	9	2.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	374	97.7%
0	9	2.3%

본사종업원수
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

<NA>	194
0	189

Length

Max length	4
Median length	4
Mean length	2.5195822
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>	194	50.7%
0	189	49.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	194	50.7%
0	189	49.3%

공장사무직종업원수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

<NA>	192
0	186
1	2
2	2
4	1

Length

Max length	4
Median length	4
Mean length	2.5039164
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	192	50.1%
0	186	48.6%
1	2	0.5%
2	2	0.5%
4	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	192	50.1%
0	186	48.6%
1	2	0.5%
2	2	0.5%
4	1	0.3%

공장판매직종업원수
Categorical

Distinct	3
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

<NA>	190
0	188
1	5

Length

Max length	4
Median length	1
Mean length	2.4882507
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>	190	49.6%
0	188	49.1%
1	5	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	190	49.6%
0	188	49.1%
1	5	1.3%

공장생산직종업원수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	3.1%
Missing	187
Missing (%)	48.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.3877551

Minimum	0
Maximum	11
Zeros	161
Zeros (%)	42.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	11
Range	11
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.124393
Coefficient of variation (CV)	2.8997503
Kurtosis	41.832975
Mean	0.3877551
Median Absolute Deviation (MAD)	0
Skewness	5.3788656
Sum	76
Variance	1.2642595
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	161	42.0%
2	15	3.9%
1	13	3.4%
4	4	1.0%
3	2	0.5%
11	1	0.3%
(Missing)	187	48.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	161	42.0%
1	13	3.4%
2	15	3.9%
3	2	0.5%
4	4	1.0%
11	1	0.3%

Value	Count	Frequency (%)
11	1	0.3%
4	4	1.0%
3	2	0.5%
2	15	3.9%
1	13	3.4%
0	161	42.0%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

<NA>	237
임대	99
자가	47

Length

Max length	4
Median length	4
Mean length	3.2375979
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>	237	61.9%
임대	99	25.8%
자가	47	12.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	237	61.9%
임대	99	25.8%
자가	47	12.3%

보증액
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

<NA>	352
0	31

Length

Max length	4
Median length	4
Mean length	3.7571802
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>	352	91.9%
0	31	8.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	352	91.9%
0	31	8.1%

월세액
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

<NA>	352
0	31

Length

Max length	4
Median length	4
Mean length	3.7571802
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>	352	91.9%
0	31	8.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	352	91.9%
0	31	8.1%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.3%
Missing	34
Missing (%)	8.9%
Memory size	898.0 B

False	349
(Missing)	34

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	349	91.1%
(Missing)	34	8.9%

시설총규모
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	2.9%
Missing	34
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.6626648

Minimum	0
Maximum	225.14
Zeros	340
Zeros (%)	88.8%
Negative	0
Negative (%)	0.0%
Memory size	3.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	225.14
Range	225.14
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	15.940482
Coefficient of variation (CV)	9.5873095
Kurtosis	132.26656
Mean	1.6626648
Median Absolute Deviation (MAD)	0
Skewness	11.016642
Sum	580.27
Variance	254.09896
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.0	340	88.8%
2.76	1	0.3%
1.17	1	0.3%
3.06	1	0.3%
6.2	1	0.3%
3.9	1	0.3%
225.14	1	0.3%
120.12	1	0.3%
124.09	1	0.3%
93.83	1	0.3%
(Missing)	34	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	340	88.8%
1.17	1	0.3%
2.76	1	0.3%
3.06	1	0.3%
3.9	1	0.3%
6.2	1	0.3%
93.83	1	0.3%
120.12	1	0.3%
124.09	1	0.3%
225.14	1	0.3%

Value	Count	Frequency (%)
225.14	1	0.3%
124.09	1	0.3%
120.12	1	0.3%
93.83	1	0.3%
6.2	1	0.3%
3.9	1	0.3%
3.06	1	0.3%
2.76	1	0.3%
1.17	1	0.3%
0.0	340	88.8%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	383
Missing (%)	100.0%
Memory size	3.5 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	383
Missing (%)	100.0%
Memory size	3.5 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	383
Missing (%)	100.0%
Memory size	3.5 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	3160000	3160000-106-1979-00028	19790820	<NA>	3	폐업	2	폐업	20020130	<NA>	<NA>	<NA>	02	111.88	152893	서울특별시 구로구 오류동 38-7번지	<NA>	<NA>	부산식품	2000-12-06 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	186100.854868	443827.671883	식품제조가공업	0	0	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
1	3160000	3160000-106-1980-00031	19801219	<NA>	3	폐업	2	폐업	20011127	<NA>	<NA>	<NA>	02 6784049	105.64	152887	서울특별시 구로구 신도림동 396-24번지	<NA>	<NA>	강서두부	2001-09-26 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	189256.849354	445165.538984	식품제조가공업	0	0	기타	을	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
2	3160000	3160000-106-1981-00030	19810504	<NA>	3	폐업	2	폐업	20000828	<NA>	<NA>	<NA>	02	.00	152872	서울특별시 구로구 구로동 734-15번지	<NA>	<NA>	유한식품	2000-08-28 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	189846.867634	443097.802226	식품제조가공업	0	0	기타	을	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
3	3160000	3160000-106-1987-00004	19870220	<NA>	3	폐업	2	폐업	19990930	<NA>	<NA>	<NA>	02 0	113.43	152858	서울특별시 구로구 구로동 507-1번지	<NA>	<NA>	버들식품	1999-09-30 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	189715.365568	444005.092287	식품제조가공업	0	0	기타	을	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
4	3160000	3160000-106-1987-00005	19871117	<NA>	3	폐업	2	폐업	20020417	<NA>	<NA>	<NA>	02 6887353	66.35	152824	서울특별시 구로구 고척동 52-35번지	<NA>	<NA>	진식품	2001-09-26 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	188016.917688	444410.997851	식품제조가공업	0	0	기타	을	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
5	3160000	3160000-106-1988-00006	19880315	<NA>	3	폐업	2	폐업	20010328	<NA>	<NA>	<NA>	02	68.98	152844	서울특별시 구로구 구로동 111-41번지	<NA>	<NA>	진영식품	2001-09-26 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	190079.75523	444239.256427	식품제조가공업	1	0	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
6	3160000	3160000-106-1991-00057	19911023	<NA>	3	폐업	2	폐업	20061212	<NA>	<NA>	<NA>	02 8681333	99.98	152844	서울특별시 구로구 구로동 111-42번지	<NA>	<NA>	청하식품	2006-07-19 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	190059.913126	444253.385552	식품제조가공업	5	2	주택가주변	자율	상수도전용	<NA>	0	0	0	0	임대	<NA>	<NA>	N	<NA>	<NA>	<NA>
7	3160000	3160000-106-1994-00003	19941201	<NA>	3	폐업	2	폐업	20040813	<NA>	<NA>	<NA>	02 8523030	166.82	152851	서울특별시 구로구 구로동 390-180번지	<NA>	<NA>	원앙식품	2002-05-10 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	189375.413638	442848.818353	식품제조가공업	0	0	기타	기타	상수도전용	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
8	3160000	3160000-106-1994-00012	19940901	<NA>	3	폐업	2	폐업	20020116	<NA>	<NA>	<NA>	02 6866289	113.42	152883	서울특별시 구로구 궁동 211-13번지	<NA>	<NA>	모두아베이커리	2001-09-26 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	184984.518967	443660.699408	식품제조가공업	0	0	기타	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
9	3160000	3160000-106-1994-00050	19940201	<NA>	3	폐업	2	폐업	20030206	<NA>	<NA>	<NA>	02 6850777	13.80	152814	서울특별시 구로구 개봉동 323-28번지	<NA>	<NA>	정원식품	2002-05-10 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	186940.511244	443378.133229	식품제조가공업	2	0	주택가주변	기타	상수도전용	<NA>	0	0	0	0	<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
373	3160000	3160000-106-2022-00003	2022-06-17	<NA>	3	폐업	2	폐업	2023-02-22	<NA>	<NA>	<NA>	02 816 9448	29.70	152-888	서울특별시 구로구 신도림동 643 신도림1차동아아파트	서울특별시 구로구 신도림로 87, 상가동 지하1층 1-2호 (신도림동, 신도림1차동아아파트)	8202	주식회사 토브커피	2023-02-22 10:52:26	U	2022-12-01 22:04:00.0	기타 식품제조가공업	189581.725137	445430.979176	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
374	3160000	3160000-106-2022-00004	20220704	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	89.00	152848	서울특별시 구로구 구로동 197-48 에이스테크노타워Ⅲ	서울특별시 구로구 디지털로29길 38, 에이스테크노타워Ⅲ 810-2호 (구로동)	8381	카페로그(Log coffee roasters)	2022-07-04 11:02:44	I	2021-12-07 00:06:00.0	기타 식품제조가공업	190491.83306	442477.332681	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
375	3160000	3160000-106-2022-00005	20220809	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	80.80	152140	서울특별시 구로구 항동 206-1	서울특별시 구로구 부광로 96-5, 913호 (항동)	8362	서원식품	2022-08-09 14:06:18	I	2021-12-07 23:01:00.0	기타 식품제조가공업	183807.118189	441599.355056	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
376	3160000	3160000-106-2023-00001	2023-04-24	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	61.52	152-858	서울특별시 구로구 구로동 494-21 1층	서울특별시 구로구 구로중앙로31길 2-4, 1층 (구로동)	8280	유니바이오	2023-04-24 16:01:18	I	2022-12-03 22:06:00.0	기타 식품제조가공업	189602.48	444131.864757	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
377	3160000	3160000-106-2023-00002	2023-05-12	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0269521582	23.00	152-729	서울특별시 구로구 구로동 187-10 코오롱싸이언스밸리1차 지하층 103호	서울특별시 구로구 디지털로34길 43, 코오롱싸이언스밸리1차 지하층 103호 (구로동)	8378	진중연구관	2024-02-13 14:12:00	U	2023-12-01 23:05:00.0	기타 식품제조가공업	190980.657371	442547.689998	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
378	3160000	3160000-106-2023-00003	2023-06-07	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0221355482	300.06	152-848	서울특별시 구로구 구로동 197-17 에이스테크노타워1차 206호	서울특별시 구로구 디지털로31길 38-9, 에이스테크노타워1차 206호 (구로동)	8376	퍼스트커피랩 구로공장점	2023-06-07 14:15:50	I	2022-12-06 00:09:00.0	기타 식품제조가공업	190496.447847	442645.330574	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
379	3160000	3160000-106-2023-00004	2023-08-24	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	138.60	152-848	서울특별시 구로구 구로동 197-10 이앤씨벤처드림타워2차 1101-2	서울특별시 구로구 디지털로33길 55, 이앤씨벤처드림타워2차 1101-2호 (구로동)	8376	주식회사 보스제이홀딩스	2023-09-01 09:22:55	U	2022-12-09 00:03:00.0	기타 식품제조가공업	190479.902194	442751.41954	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
380	3160000	3160000-106-2023-00005	2023-11-21	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	133.65	152-848	서울특별시 구로구 구로동 197-22 에이스테크노타워5차 602호 중 607호	서울특별시 구로구 디지털로31길 20, 에이스테크노타워5차 602호 중 607호 (구로동)	8380	주식회사 케이크로	2023-11-21 11:35:05	I	2022-10-31 22:03:00.0	기타 식품제조가공업	190571.928128	442598.144799	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
381	3160000	3160000-106-2023-00006	2023-11-21	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	19.10	152-891	서울특별시 구로구 오류동 25-19 1층	서울특별시 구로구 경인로23길 22, 1층 (오류동)	8268	티엠비식품	2023-11-21 17:53:43	I	2022-10-31 22:03:00.0	기타 식품제조가공업	186102.94147	443894.177955	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
382	3160000	3160000-106-2023-00007	2023-12-01	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	65.00	152-865	서울특별시 구로구 구로동 607-1 우성빌딩 205(일부),417(일부)	서울특별시 구로구 경인로55길 21, 우성빌딩 205(일부),417(일부)호 (구로동)	8215	사단법인 전국장애인노동조합총연합회	2023-12-01 09:25:34	I	2022-11-02 00:03:00.0	기타 식품제조가공업	189065.0678	444456.127223	<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

Decimal Number

Uppercase Letter

Lowercase Letter

Other Punctuation

Letter Number

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks