gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	383
Missing cells	3467
Missing cells (%)	20.6%
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	21
Text	7
DateTime	4
Unsupported	7
Numeric	4
Boolean	1

Dataset

Description	개방자치단체코드,관리번호,인허가일자,인허가취소일자,영업상태코드,영업상태명,상세영업상태코드,상세영업상태명,폐업일자,휴업시작일자,휴업종료일자,재개업일자,전화번호,소재지면적,소재지우편번호,지번주소,도로명주소,도로명우편번호,사업장명,최종수정일자,데이터갱신구분,데이터갱신일자,업태구분명,좌표정보(X),좌표정보(Y),위생업태명,남성종사자수,여성종사자수,영업장주변구분명,등급구분명,급수시설구분명,총인원,본사종업원수,공장사무직종업원수,공장판매직종업원수,공장생산직종업원수,건물소유구분명,보증액,월세액,다중이용업소여부,시설총규모,전통업소지정번호,전통업소주된음식,홈페이지
Author	양천구
URL	https://data.seoul.go.kr/dataList/OA-18016/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`남성종사자수` is highly imbalanced (71.5%)	Imbalance
`여성종사자수` is highly imbalanced (80.2%)	Imbalance
`영업장주변구분명` is highly imbalanced (79.6%)	Imbalance
`등급구분명` is highly imbalanced (65.2%)	Imbalance
`총인원` is highly imbalanced (78.6%)	Imbalance
`공장사무직종업원수` is highly imbalanced (78.6%)	Imbalance
`공장판매직종업원수` is highly imbalanced (78.6%)	Imbalance
`공장생산직종업원수` is highly imbalanced (78.6%)	Imbalance
`건물소유구분명` is highly imbalanced (87.3%)	Imbalance
`인허가취소일자` has 383 (100.0%) missing values	Missing
`폐업일자` has 225 (58.7%) 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 62 (16.2%) missing values	Missing
`소재지면적` has 32 (8.4%) missing values	Missing
`도로명주소` has 29 (7.6%) missing values	Missing
`도로명우편번호` has 34 (8.9%) missing values	Missing
`좌표정보(X)` has 4 (1.0%) missing values	Missing
`좌표정보(Y)` has 4 (1.0%) missing values	Missing
`다중이용업소여부` has 198 (51.7%) missing values	Missing
`시설총규모` has 198 (51.7%) 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
`시설총규모` has 35 (9.1%) zeros	Zeros

Reproduction

Analysis started	2024-04-29 19:33:28.520864
Analysis finished	2024-04-29 19:33:29.468833
Duration	0.95 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

3140000	383

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3140000
2nd row	3140000
3rd row	3140000
4th row	3140000
5th row	3140000

Common Values

Value	Count	Frequency (%)
3140000	383	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3140000	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	3140000-105-1977-00067
2nd row	3140000-105-1981-00020
3rd row	3140000-105-1985-00001
4th row	3140000-105-1985-00002
5th row	3140000-105-1986-00003

Value	Count	Frequency (%)
3140000-105-1977-00067	1	0.3%
3140000-105-2013-00021	1	0.3%
3140000-105-2013-00018	1	0.3%
3140000-105-2013-00017	1	0.3%
3140000-105-2013-00016	1	0.3%
3140000-105-2013-00015	1	0.3%
3140000-105-2013-00014	1	0.3%
3140000-105-2013-00013	1	0.3%
3140000-105-2013-00012	1	0.3%
3140000-105-2013-00011	1	0.3%
Other values (373)	373	97.4%

Most occurring characters

Value	Count	Frequency (%)
0	3780	44.9%
-	1149	13.6%
1	1123	13.3%
5	528	6.3%
3	490	5.8%
4	459	5.4%
2	450	5.3%
9	218	2.6%
7	79	0.9%
6	77	0.9%

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	3780	51.9%
1	1123	15.4%
5	528	7.3%
3	490	6.7%
4	459	6.3%
2	450	6.2%
9	218	3.0%
7	79	1.1%
6	77	1.1%
8	73	1.0%

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	3780	44.9%
-	1149	13.6%
1	1123	13.3%
5	528	6.3%
3	490	5.8%
4	459	5.4%
2	450	5.3%
9	218	2.6%
7	79	0.9%
6	77	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8426	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3780	44.9%
-	1149	13.6%
1	1123	13.3%
5	528	6.3%
3	490	5.8%
4	459	5.4%
2	450	5.3%
9	218	2.6%
7	79	0.9%
6	77	0.9%

인허가일자
Date

Distinct	330
Distinct (%)	86.2%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

Minimum	1977-10-01 00:00:00
Maximum	2024-04-08 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

1	225
3	158

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	225	58.7%
3	158	41.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	225	58.7%
3	158	41.3%

영업상태명
Categorical

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

영업/정상	225
폐업	158

Length

Max length	5
Median length	5
Mean length	3.7624021
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	225	58.7%
폐업	158	41.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	225	58.7%
폐업	158	41.3%

상세영업상태코드
Categorical

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

1	225
2	158

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	225	58.7%
2	158	41.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	225	58.7%
2	158	41.3%

상세영업상태명
Categorical

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

영업	225
폐업	158

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업	225	58.7%
폐업	158	41.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업	225	58.7%
폐업	158	41.3%

폐업일자
Date

MISSING

Distinct	149
Distinct (%)	94.3%
Missing	225
Missing (%)	58.7%
Memory size	3.1 KiB

Minimum	1994-06-28 00:00:00
Maximum	2024-03-29 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	304
Distinct (%)	94.7%
Missing	62
Missing (%)	16.2%
Memory size	3.1 KiB

Length

Max length	12
Median length	10
Mean length	10.168224
Min length	8

Characters and Unicode

Total characters	3264
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	291 ?
Unique (%)	90.7%

Sample

1st row	0226917779
2nd row	0226023122
3rd row	02 6852313
4th row	0226977251
5th row	0226965601

Value	Count	Frequency (%)
02	37	10.3%
0226965601	5	1.4%
0226517355	3	0.8%
0226531007	2	0.6%
26461816	2	0.6%
0226080262	2	0.6%
0226999014	2	0.6%
0226468909	2	0.6%
0226947567	2	0.6%
0226920253	2	0.6%
Other values (295)	300	83.6%

Most occurring characters

Value	Count	Frequency (%)
2	765	23.4%
0	636	19.5%
6	448	13.7%
5	221	6.8%
4	219	6.7%
1	214	6.6%
9	206	6.3%
7	190	5.8%
3	175	5.4%
8	127	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3201	98.1%
Space Separator	63	1.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	765	23.9%
0	636	19.9%
6	448	14.0%
5	221	6.9%
4	219	6.8%
1	214	6.7%
9	206	6.4%
7	190	5.9%
3	175	5.5%
8	127	4.0%

Space Separator

Value	Count	Frequency (%)
	63	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3264	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	765	23.4%
0	636	19.5%
6	448	13.7%
5	221	6.8%
4	219	6.7%
1	214	6.6%
9	206	6.3%
7	190	5.8%
3	175	5.4%
8	127	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3264	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	765	23.4%
0	636	19.5%
6	448	13.7%
5	221	6.8%
4	219	6.7%
1	214	6.6%
9	206	6.3%
7	190	5.8%
3	175	5.4%
8	127	3.9%

소재지면적
Text

MISSING

Distinct	252
Distinct (%)	71.8%
Missing	32
Missing (%)	8.4%
Memory size	3.1 KiB

Length

Max length	8
Median length	7
Mean length	5.1794872
Min length	3

Characters and Unicode

Total characters	1818
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	217 ?
Unique (%)	61.8%

Sample

1st row	31.68
2nd row	51.51
3rd row	33.82
4th row	35.24
5th row	14.76

Value	Count	Frequency (%)
00	17	4.8%
33.00	9	2.6%
16.50	9	2.6%
13.20	8	2.3%
18.00	8	2.3%
9.90	6	1.7%
30.00	5	1.4%
21.00	5	1.4%
12.00	5	1.4%
0.00	5	1.4%
Other values (242)	274	78.1%

Most occurring characters

Value	Count	Frequency (%)
0	432	23.8%
.	351	19.3%
1	226	12.4%
2	148	8.1%
3	145	8.0%
5	108	5.9%
6	95	5.2%
8	90	5.0%
9	76	4.2%
4	75	4.1%
Other values (2)	72	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1465	80.6%
Other Punctuation	353	19.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	432	29.5%
1	226	15.4%
2	148	10.1%
3	145	9.9%
5	108	7.4%
6	95	6.5%
8	90	6.1%
9	76	5.2%
4	75	5.1%
7	70	4.8%

Other Punctuation

Value	Count	Frequency (%)
.	351	99.4%
,	2	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	1818	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	432	23.8%
.	351	19.3%
1	226	12.4%
2	148	8.1%
3	145	8.0%
5	108	5.9%
6	95	5.2%
8	90	5.0%
9	76	4.2%
4	75	4.1%
Other values (2)	72	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1818	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	432	23.8%
.	351	19.3%
1	226	12.4%
2	148	8.1%
3	145	8.0%
5	108	5.9%
6	95	5.2%
8	90	5.0%
9	76	4.2%
4	75	4.1%
Other values (2)	72	4.0%

소재지우편번호
Text

Distinct	128
Distinct (%)	33.4%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

Length

Max length	7
Median length	6
Mean length	6.4151436
Min length	6

Characters and Unicode

Total characters	2457
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	47 ?
Unique (%)	12.3%

Sample

1st row	158-090
2nd row	158831
3rd row	158855
4th row	158070
5th row	158840

Value	Count	Frequency (%)
158070	33	8.6%
158-070	19	5.0%
158806	14	3.7%
158-050	14	3.7%
158050	13	3.4%
158885	8	2.1%
158829	7	1.8%
158-822	7	1.8%
158-823	6	1.6%
158860	6	1.6%
Other values (118)	256	66.8%

Most occurring characters

Value	Count	Frequency (%)
8	719	29.3%
5	474	19.3%
1	443	18.0%
0	230	9.4%
-	159	6.5%
7	121	4.9%
2	78	3.2%
6	66	2.7%
4	66	2.7%
3	56	2.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2298	93.5%
Dash Punctuation	159	6.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
8	719	31.3%
5	474	20.6%
1	443	19.3%
0	230	10.0%
7	121	5.3%
2	78	3.4%
6	66	2.9%
4	66	2.9%
3	56	2.4%
9	45	2.0%

Dash Punctuation

Value	Count	Frequency (%)
-	159	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2457	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
8	719	29.3%
5	474	19.3%
1	443	18.0%
0	230	9.4%
-	159	6.5%
7	121	4.9%
2	78	3.2%
6	66	2.7%
4	66	2.7%
3	56	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2457	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
8	719	29.3%
5	474	19.3%
1	443	18.0%
0	230	9.4%
-	159	6.5%
7	121	4.9%
2	78	3.2%
6	66	2.7%
4	66	2.7%
3	56	2.3%

지번주소
Text

Distinct	374
Distinct (%)	97.7%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

Length

Max length	48
Median length	37
Mean length	24.407311
Min length	16

Characters and Unicode

Total characters	9348
Distinct characters	196
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	365 ?
Unique (%)	95.3%

Sample

1st row	서울특별시 양천구 신월동 338 중부운수 지하 1층
2nd row	서울특별시 양천구 신월동 228-2
3rd row	서울특별시 양천구 신정동 737-6번지
4th row	서울특별시 양천구 신정동 1312번지
5th row	서울특별시 양천구 신월동 546-27

Value	Count	Frequency (%)
서울특별시	383	21.1%
양천구	383	21.1%
신정동	140	7.7%
목동	125	6.9%
신월동	121	6.7%
1층	24	1.3%
지하1층	22	1.2%
지상1층	14	0.8%
지하	7	0.4%
2층	7	0.4%
Other values (495)	589	32.5%

Most occurring characters

Value	Count	Frequency (%)
	1616	17.3%
동	429	4.6%
1	426	4.6%
서	409	4.4%
양	394	4.2%
구	394	4.2%
울	394	4.2%
천	393	4.2%
시	389	4.2%
특	384	4.1%
Other values (186)	4120	44.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	5587	59.8%
Decimal Number	1812	19.4%
Space Separator	1616	17.3%
Dash Punctuation	312	3.3%
Math Symbol	5	0.1%
Uppercase Letter	5	0.1%
Close Punctuation	4	< 0.1%
Open Punctuation	4	< 0.1%
Other Punctuation	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	429	7.7%
서	409	7.3%
양	394	7.1%
구	394	7.1%
울	394	7.1%
천	393	7.0%
시	389	7.0%
특	384	6.9%
별	384	6.9%
신	288	5.2%
Other values (166)	1729	30.9%

Decimal Number

Value	Count	Frequency (%)
1	426	23.5%
2	252	13.9%
3	209	11.5%
9	178	9.8%
4	162	8.9%
0	134	7.4%
7	127	7.0%
5	124	6.8%
6	111	6.1%
8	89	4.9%

Uppercase Letter

Value	Count	Frequency (%)
S	2	40.0%
B	1	20.0%
A	1	20.0%
O	1	20.0%

Space Separator

Value	Count	Frequency (%)
	1616	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	312	100.0%

Math Symbol

Value	Count	Frequency (%)
~	5	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	5587	59.8%
Common	3756	40.2%
Latin	5	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	429	7.7%
서	409	7.3%
양	394	7.1%
구	394	7.1%
울	394	7.1%
천	393	7.0%
시	389	7.0%
특	384	6.9%
별	384	6.9%
신	288	5.2%
Other values (166)	1729	30.9%

Common

Value	Count	Frequency (%)
	1616	43.0%
1	426	11.3%
-	312	8.3%
2	252	6.7%
3	209	5.6%
9	178	4.7%
4	162	4.3%
0	134	3.6%
7	127	3.4%
5	124	3.3%
Other values (6)	216	5.8%

Latin

Value	Count	Frequency (%)
S	2	40.0%
B	1	20.0%
A	1	20.0%
O	1	20.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	5587	59.8%
ASCII	3761	40.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1616	43.0%
1	426	11.3%
-	312	8.3%
2	252	6.7%
3	209	5.6%
9	178	4.7%
4	162	4.3%
0	134	3.6%
7	127	3.4%
5	124	3.3%
Other values (10)	221	5.9%

Hangul

Value	Count	Frequency (%)
동	429	7.7%
서	409	7.3%
양	394	7.1%
구	394	7.1%
울	394	7.1%
천	393	7.0%
시	389	7.0%
특	384	6.9%
별	384	6.9%
신	288	5.2%
Other values (166)	1729	30.9%

도로명주소
Text

MISSING

Distinct	341
Distinct (%)	96.3%
Missing	29
Missing (%)	7.6%
Memory size	3.1 KiB

Length

Max length	70
Median length	45
Mean length	30.135593
Min length	21

Characters and Unicode

Total characters	10668
Distinct characters	203
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	331 ?
Unique (%)	93.5%

Sample

1st row	서울특별시 양천구 지양로 106, 중부운수 지하 1층 (신월동)
2nd row	서울특별시 양천구 월정로 117 (신월동)
3rd row	서울특별시 양천구 신정로7길 17 (신정동)
4th row	서울특별시 양천구 신월로 151 (신월동)
5th row	서울특별시 양천구 목동동로 105 (신정동)

Value	Count	Frequency (%)
서울특별시	354	17.0%
양천구	354	17.0%
신정동	131	6.3%
신월동	114	5.5%
목동	113	5.4%
1층	35	1.7%
목동동로	27	1.3%
목동서로	25	1.2%
지하1층	23	1.1%
신월로	18	0.9%
Other values (465)	890	42.7%

Most occurring characters

Value	Count	Frequency (%)
	1730	16.2%
동	585	5.5%
서	410	3.8%
양	382	3.6%
천	367	3.4%
1	367	3.4%
구	365	3.4%
울	365	3.4%
로	365	3.4%
시	359	3.4%
Other values (193)	5373	50.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6583	61.7%
Space Separator	1730	16.2%
Decimal Number	1382	13.0%
Close Punctuation	354	3.3%
Open Punctuation	354	3.3%
Other Punctuation	216	2.0%
Dash Punctuation	36	0.3%
Math Symbol	7	0.1%
Uppercase Letter	6	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	585	8.9%
서	410	6.2%
양	382	5.8%
천	367	5.6%
구	365	5.5%
울	365	5.5%
로	365	5.5%
시	359	5.5%
별	356	5.4%
특	355	5.4%
Other values (173)	2674	40.6%

Decimal Number

Value	Count	Frequency (%)
1	367	26.6%
2	195	14.1%
3	167	12.1%
0	120	8.7%
5	111	8.0%
4	106	7.7%
7	97	7.0%
6	81	5.9%
8	73	5.3%
9	65	4.7%

Uppercase Letter

Value	Count	Frequency (%)
A	2	33.3%
S	2	33.3%
O	1	16.7%
B	1	16.7%

Space Separator

Value	Count	Frequency (%)
	1730	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	354	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	354	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	216	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	36	100.0%

Math Symbol

Value	Count	Frequency (%)
~	7	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6583	61.7%
Common	4079	38.2%
Latin	6	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	585	8.9%
서	410	6.2%
양	382	5.8%
천	367	5.6%
구	365	5.5%
울	365	5.5%
로	365	5.5%
시	359	5.5%
별	356	5.4%
특	355	5.4%
Other values (173)	2674	40.6%

Common

Value	Count	Frequency (%)
	1730	42.4%
1	367	9.0%
)	354	8.7%
(	354	8.7%
,	216	5.3%
2	195	4.8%
3	167	4.1%
0	120	2.9%
5	111	2.7%
4	106	2.6%
Other values (6)	359	8.8%

Latin

Value	Count	Frequency (%)
A	2	33.3%
S	2	33.3%
O	1	16.7%
B	1	16.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6583	61.7%
ASCII	4085	38.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1730	42.4%
1	367	9.0%
)	354	8.7%
(	354	8.7%
,	216	5.3%
2	195	4.8%
3	167	4.1%
0	120	2.9%
5	111	2.7%
4	106	2.6%
Other values (10)	365	8.9%

Hangul

Value	Count	Frequency (%)
동	585	8.9%
서	410	6.2%
양	382	5.8%
천	367	5.6%
구	365	5.5%
울	365	5.5%
로	365	5.5%
시	359	5.5%
별	356	5.4%
특	355	5.4%
Other values (173)	2674	40.6%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	150
Distinct (%)	43.0%
Missing	34
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	8003.6504

Minimum	7900
Maximum	8111
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 KiB

Quantile statistics

Minimum	7900
5-th percentile	7909
Q1	7957
median	8003
Q3	8049
95-th percentile	8102.8
Maximum	8111
Range	211
Interquartile range (IQR)	92

Descriptive statistics

Standard deviation	60.958375
Coefficient of variation (CV)	0.0076163215
Kurtosis	-1.04558
Mean	8003.6504
Median Absolute Deviation (MAD)	46
Skewness	0.043274591
Sum	2793274
Variance	3715.9234
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7909	10	2.6%
7902	7	1.8%
8100	6	1.6%
7925	6	1.6%
8021	6	1.6%
8080	6	1.6%
7984	6	1.6%
8107	6	1.6%
8032	6	1.6%
7929	5	1.3%
Other values (140)	285	74.4%
(Missing)	34	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7900	1	0.3%
7901	1	0.3%
7902	7	1.8%
7903	1	0.3%
7905	1	0.3%
7906	1	0.3%
7907	1	0.3%
7908	1	0.3%
7909	10	2.6%
7910	1	0.3%

Value	Count	Frequency (%)
8111	1	0.3%
8110	1	0.3%
8108	1	0.3%
8107	6	1.6%
8106	4	1.0%
8104	5	1.3%
8101	2	0.5%
8100	6	1.6%
8099	2	0.5%
8098	2	0.5%

사업장명
Text

Distinct	346
Distinct (%)	90.3%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

Length

Max length	21
Median length	18
Mean length	8.2036554
Min length	4

Characters and Unicode

Total characters	3142
Distinct characters	302
Distinct categories	7 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	314 ?
Unique (%)	82.0%

Sample

1st row	중부운수주식회사
2nd row	신길운수(주)구내식당
3rd row	상마운수구내식당
4th row	풍양운수(주)
5th row	세정병원

Value	Count	Frequency (%)
어린이집	8	1.9%
구립해바라기어린이집	4	1.0%
구립	4	1.0%
구립갈산어린이집	3	0.7%
횃불자연어린이집	3	0.7%
구내식당	3	0.7%
명지어린이집	3	0.7%
혜원유아학교	3	0.7%
해맞이경로식당	2	0.5%
서울sos어린이마을	2	0.5%
Other values (355)	385	91.7%

Most occurring characters

Value	Count	Frequency (%)
이	185	5.9%
어	178	5.7%
린	160	5.1%
집	157	5.0%
원	106	3.4%
구	87	2.8%
학	84	2.7%
서	80	2.5%
교	77	2.5%
립	70	2.2%
Other values (292)	1958	62.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2990	95.2%
Space Separator	37	1.2%
Close Punctuation	34	1.1%
Open Punctuation	34	1.1%
Uppercase Letter	30	1.0%
Decimal Number	16	0.5%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	185	6.2%
어	178	6.0%
린	160	5.4%
집	157	5.3%
원	106	3.5%
구	87	2.9%
학	84	2.8%
서	80	2.7%
교	77	2.6%
립	70	2.3%
Other values (275)	1806	60.4%

Uppercase Letter

Value	Count	Frequency (%)
S	18	60.0%
O	5	16.7%
G	2	6.7%
W	1	3.3%
B	1	3.3%
P	1	3.3%
L	1	3.3%
H	1	3.3%

Decimal Number

Value	Count	Frequency (%)
3	7	43.8%
2	4	25.0%
4	2	12.5%
5	2	12.5%
1	1	6.2%

Space Separator

Value	Count	Frequency (%)
	37	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	34	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	34	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2990	95.2%
Common	122	3.9%
Latin	30	1.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	185	6.2%
어	178	6.0%
린	160	5.4%
집	157	5.3%
원	106	3.5%
구	87	2.9%
학	84	2.8%
서	80	2.7%
교	77	2.6%
립	70	2.3%
Other values (275)	1806	60.4%

Common

Value	Count	Frequency (%)
	37	30.3%
)	34	27.9%
(	34	27.9%
3	7	5.7%
2	4	3.3%
4	2	1.6%
5	2	1.6%
-	1	0.8%
1	1	0.8%

Latin

Value	Count	Frequency (%)
S	18	60.0%
O	5	16.7%
G	2	6.7%
W	1	3.3%
B	1	3.3%
P	1	3.3%
L	1	3.3%
H	1	3.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2990	95.2%
ASCII	152	4.8%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	185	6.2%
어	178	6.0%
린	160	5.4%
집	157	5.3%
원	106	3.5%
구	87	2.9%
학	84	2.8%
서	80	2.7%
교	77	2.6%
립	70	2.3%
Other values (275)	1806	60.4%

ASCII

Value	Count	Frequency (%)
	37	24.3%
)	34	22.4%
(	34	22.4%
S	18	11.8%
3	7	4.6%
O	5	3.3%
2	4	2.6%
4	2	1.3%
5	2	1.3%
G	2	1.3%
Other values (7)	7	4.6%

최종수정일자
Date

Distinct	379
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

Minimum	1999-03-22 00:00:00
Maximum	2024-04-22 15:17:12

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

U	260
I	123

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
U	260	67.9%
I	123	32.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	260	67.9%
i	123	32.1%

데이터갱신일자
Date

Distinct	149
Distinct (%)	38.9%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-03 23:07:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	8
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

어린이집	176
학교	62
집단급식소	48
산업체	28
병원	24
Other values (3)	45

Length

Max length	8
Median length	6
Mean length	3.7963446
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	산업체
2nd row	산업체
3rd row	집단급식소
4th row	집단급식소
5th row	병원

Common Values

Value	Count	Frequency (%)
어린이집	176	46.0%
학교	62	16.2%
집단급식소	48	12.5%
산업체	28	7.3%
병원	24	6.3%
사회복지시설	23	6.0%
공공기관	15	3.9%
기타 집단급식소	7	1.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
어린이집	176	45.1%
학교	62	15.9%
집단급식소	55	14.1%
산업체	28	7.2%
병원	24	6.2%
사회복지시설	23	5.9%
공공기관	15	3.8%
기타	7	1.8%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	285
Distinct (%)	75.2%
Missing	4
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	187123.58

Minimum	184303.31
Maximum	189954.81
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 KiB

Quantile statistics

Minimum	184303.31
5-th percentile	184605.36
Q1	185642.57
median	187480.1
Q3	188463.45
95-th percentile	189397.58
Maximum	189954.81
Range	5651.498
Interquartile range (IQR)	2820.8799

Descriptive statistics

Standard deviation	1574.8421
Coefficient of variation (CV)	0.0084160535
Kurtosis	-1.2961254
Mean	187123.58
Median Absolute Deviation (MAD)	1279.5359
Skewness	-0.21972157
Sum	70919838
Variance	2480127.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
185827.975624821	6	1.6%
188012.804745161	4	1.0%
187249.317873069	4	1.0%
186736.062689359	4	1.0%
185154.943534009	3	0.8%
185474.91252016	3	0.8%
184454.72857146	3	0.8%
186212.077225528	3	0.8%
184383.822944091	3	0.8%
188248.45432693	3	0.8%
Other values (275)	343	89.6%
(Missing)	4	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
184303.313102325	1	0.3%
184328.485185892	1	0.3%
184383.822944091	3	0.8%
184399.621995774	1	0.3%
184448.272783027	1	0.3%
184448.497335143	1	0.3%
184454.72857146	3	0.8%
184487.550160698	1	0.3%
184495.17209953	1	0.3%
184521.933999559	1	0.3%

Value	Count	Frequency (%)
189954.811054416	1	0.3%
189887.346500162	1	0.3%
189878.40729119	1	0.3%
189755.541308355	1	0.3%
189749.776358917	1	0.3%
189668.460949388	1	0.3%
189659.125277836	3	0.8%
189606.474101545	1	0.3%
189591.500240064	1	0.3%
189529.814073561	1	0.3%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	285
Distinct (%)	75.2%
Missing	4
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	447071.2

Minimum	444868.74
Maximum	449629.96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 KiB

Quantile statistics

Minimum	444868.74
5-th percentile	445395.94
Q1	446176.18
median	446938.51
Q3	448047.16
95-th percentile	449137.01
Maximum	449629.96
Range	4761.2207
Interquartile range (IQR)	1870.9757

Descriptive statistics

Standard deviation	1152.1928
Coefficient of variation (CV)	0.002577202
Kurtosis	-0.87737066
Mean	447071.2
Median Absolute Deviation (MAD)	885.95101
Skewness	0.21664116
Sum	1.6943999 × 10⁸
Variance	1327548.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
446176.194065655	6	1.6%
445428.447103333	4	1.0%
446114.410048234	4	1.0%
445459.440713374	4	1.0%
448178.682163138	3	0.8%
445064.011138948	3	0.8%
447667.536679893	3	0.8%
445395.940461092	3	0.8%
448400.817278971	3	0.8%
447406.301288366	3	0.8%
Other values (275)	343	89.6%
(Missing)	4	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
444868.742452	1	0.3%
444892.582335434	1	0.3%
444905.824632031	1	0.3%
444911.609710795	2	0.5%
445064.011138948	3	0.8%
445113.109971419	1	0.3%
445182.294506346	1	0.3%
445195.138133503	3	0.8%
445209.687205241	1	0.3%
445314.902028856	1	0.3%

Value	Count	Frequency (%)
449629.963135049	1	0.3%
449514.720303239	1	0.3%
449396.806374349	1	0.3%
449394.906116227	1	0.3%
449385.138579775	1	0.3%
449356.035158698	1	0.3%
449355.938021288	1	0.3%
449321.244359901	1	0.3%
449259.449227257	1	0.3%
449236.333206296	2	0.5%

위생업태명
Categorical

Distinct	9
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

<NA>	198
어린이집	90
집단급식소	48
병원	15
산업체	10
Other values (4)	22

Length

Max length	8
Median length	4
Mean length	4.0626632
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	198	51.7%
어린이집	90	23.5%
집단급식소	48	12.5%
병원	15	3.9%
산업체	10	2.6%
사회복지시설	8	2.1%
학교	6	1.6%
공공기관	5	1.3%
기타 집단급식소	3	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	198	51.3%
어린이집	90	23.3%
집단급식소	51	13.2%
병원	15	3.9%
산업체	10	2.6%
사회복지시설	8	2.1%
학교	6	1.6%
공공기관	5	1.3%
기타	3	0.8%

남성종사자수
Categorical

IMBALANCE

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

<NA>	350
0	31
1	2

Length

Max length	4
Median length	4
Mean length	3.7415144
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	350	91.4%
0	31	8.1%
1	2	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	350	91.4%
0	31	8.1%
1	2	0.5%

여성종사자수
Categorical

IMBALANCE

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

<NA>	350
0	27
4	2
6	2
3	1

Length

Max length	4
Median length	4
Mean length	3.7415144
Min length	1

Unique

Unique	2 ?
Unique (%)	0.5%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	350	91.4%
0	27	7.0%
4	2	0.5%
6	2	0.5%
3	1	0.3%
7	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	350	91.4%
0	27	7.0%
4	2	0.5%
6	2	0.5%
3	1	0.3%
7	1	0.3%

영업장주변구분명
Categorical

IMBALANCE

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

<NA>	358
기타	20
주택가주변	3
학교정화(절대)	2

Length

Max length	8
Median length	4
Mean length	3.924282
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	358	93.5%
기타	20	5.2%
주택가주변	3	0.8%
학교정화(절대)	2	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	358	93.5%
기타	20	5.2%
주택가주변	3	0.8%
학교정화(절대	2	0.5%

등급구분명
Categorical

IMBALANCE

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

<NA>	358
기타	25

Length

Max length	4
Median length	4
Mean length	3.8694517
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	358	93.5%
기타	25	6.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	358	93.5%
기타	25	6.5%

급수시설구분명
Categorical

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

<NA>	236
상수도전용	147

Length

Max length	5
Median length	4
Mean length	4.383812
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	236	61.6%
상수도전용	147	38.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	236	61.6%
상수도전용	147	38.4%

총인원
Categorical

IMBALANCE

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

<NA>	370
0	13

Length

Max length	4
Median length	4
Mean length	3.8981723
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	370	96.6%
0	13	3.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	370	96.6%
0	13	3.4%

본사종업원수
Categorical

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

<NA>	236
0	145
3	1
13	1

Length

Max length	4
Median length	4
Mean length	2.8511749
Min length	1

Unique

Unique	2 ?
Unique (%)	0.5%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	236	61.6%
0	145	37.9%
3	1	0.3%
13	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	236	61.6%
0	145	37.9%
3	1	0.3%
13	1	0.3%

공장사무직종업원수
Categorical

IMBALANCE

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

<NA>	370
0	13

Length

Max length	4
Median length	4
Mean length	3.8981723
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	370	96.6%
0	13	3.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	370	96.6%
0	13	3.4%

공장판매직종업원수
Categorical

IMBALANCE

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

<NA>	370
0	13

Length

Max length	4
Median length	4
Mean length	3.8981723
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	370	96.6%
0	13	3.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	370	96.6%
0	13	3.4%

공장생산직종업원수
Categorical

IMBALANCE

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

<NA>	370
0	13

Length

Max length	4
Median length	4
Mean length	3.8981723
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	370	96.6%
0	13	3.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	370	96.6%
0	13	3.4%

건물소유구분명
Categorical

IMBALANCE

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

<NA>	372
자가	10
임대	1

Length

Max length	4
Median length	4
Mean length	3.9425587
Min length	2

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>	372	97.1%
자가	10	2.6%
임대	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	372	97.1%
자가	10	2.6%
임대	1	0.3%

보증액
Categorical

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

<NA>	275
0	108

Length

Max length	4
Median length	4
Mean length	3.154047
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	275	71.8%
0	108	28.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	275	71.8%
0	108	28.2%

월세액
Categorical

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

<NA>	275
0	108

Length

Max length	4
Median length	4
Mean length	3.154047
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	275	71.8%
0	108	28.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	275	71.8%
0	108	28.2%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.5%
Missing	198
Missing (%)	51.7%
Memory size	898.0 B

False	185
(Missing)	198

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	185	48.3%
(Missing)	198	51.7%

시설총규모
Real number (ℝ)

MISSING ZEROS

Distinct	115
Distinct (%)	62.2%
Missing	198
Missing (%)	51.7%
Infinite	0
Infinite (%)	0.0%
Mean	66.822432

Minimum	0
Maximum	1335.84
Zeros	35
Zeros (%)	9.1%
Negative	0
Negative (%)	0.0%
Memory size	3.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	9.04
median	16.5
Q3	43.44
95-th percentile	324.12
Maximum	1335.84
Range	1335.84
Interquartile range (IQR)	34.4

Descriptive statistics

Standard deviation	145.30589
Coefficient of variation (CV)	2.1745076
Kurtosis	34.629721
Mean	66.822432
Median Absolute Deviation (MAD)	12.54
Skewness	5.0008922
Sum	12362.15
Variance	21113.801
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	35	9.1%
18.0	6	1.6%
13.2	5	1.3%
15.0	5	1.3%
9.9	4	1.0%
10.0	4	1.0%
16.5	4	1.0%
20.0	4	1.0%
9.0	3	0.8%
21.0	3	0.8%
Other values (105)	112	29.2%
(Missing)	198	51.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	35	9.1%
5.0	1	0.3%
6.1	1	0.3%
6.6	2	0.5%
7.1	1	0.3%
7.5	1	0.3%
8.1	1	0.3%
9.0	3	0.8%
9.01	1	0.3%
9.04	1	0.3%

Value	Count	Frequency (%)
1335.84	1	0.3%
777.07	1	0.3%
511.38	1	0.3%
462.0	1	0.3%
442.0	1	0.3%
414.86	1	0.3%
392.33	1	0.3%
380.0	1	0.3%
364.21	1	0.3%
325.7	1	0.3%

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	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지
0	3140000	3140000-105-1977-00067	1977-10-01	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0226917779	31.68	158-090	서울특별시 양천구 신월동 338 중부운수 지하 1층	서울특별시 양천구 지양로 106, 중부운수 지하 1층 (신월동)	8033	중부운수주식회사	2023-04-03 11:16:17	U	2022-12-04 00:05:00.0	산업체	184981.248966	446925.40176	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	3140000	3140000-105-1981-00020	19811001	<NA>	3	폐업	2	폐업	20211231	<NA>	<NA>	<NA>	0226023122	51.51	158831	서울특별시 양천구 신월동 228-2	서울특별시 양천구 월정로 117 (신월동)	7925	신길운수(주)구내식당	2021-12-31 13:54:16	U	2022-01-02 02:40:00.0	산업체	185642.568764	447475.465043	산업체	0	0	기타	기타	상수도전용	0	0	0	0	0	<NA>	0	0	N	89.76	<NA>	<NA>	<NA>
2	3140000	3140000-105-1985-00001	19851101	<NA>	3	폐업	2	폐업	19950528	<NA>	<NA>	<NA>	02 6852313	33.82	158855	서울특별시 양천구 신정동 737-6번지	<NA>	<NA>	상마운수구내식당	2002-01-07 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	<NA>	<NA>	집단급식소	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	202.81	<NA>	<NA>	<NA>
3	3140000	3140000-105-1985-00002	19851201	<NA>	3	폐업	2	폐업	20100413	<NA>	<NA>	<NA>	0226977251	35.24	158070	서울특별시 양천구 신정동 1312번지	서울특별시 양천구 신정로7길 17 (신정동)	8056	풍양운수(주)	2012-09-21 11:06:16	I	2018-08-31 23:59:59.0	집단급식소	185474.91252	445064.011139	집단급식소	0	4	기타	기타	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	73.65	<NA>	<NA>	<NA>
4	3140000	3140000-105-1986-00003	19861201	<NA>	3	폐업	2	폐업	20040930	<NA>	<NA>	<NA>	0226965601	14.76	158840	서울특별시 양천구 신월동 546-27	서울특별시 양천구 신월로 151 (신월동)	8032	세정병원	2021-11-23 20:02:41	U	2021-11-25 02:40:00.0	병원	185827.975625	446176.194066	병원	0	4	주택가주변	기타	상수도전용	0	0	0	0	0	<NA>	0	0	N	37.97	<NA>	<NA>	<NA>
5	3140000	3140000-105-1988-00005	19880501	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0226203802	558.00	158885	서울특별시 양천구 신정동 321-4번지	서울특별시 양천구 목동동로 105 (신정동)	8095	양천구청구내식당	2016-10-17 17:48:44	I	2018-08-31 23:59:59.0	공공기관	188126.018239	446099.600366	공공기관	0	0	기타	기타	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	511.38	<NA>	<NA>	<NA>
6	3140000	3140000-105-1990-00004	19900703	<NA>	3	폐업	2	폐업	20060405	<NA>	<NA>	<NA>	02 6008001	46.80	158822	서울특별시 양천구 신월동 6-2번지	<NA>	<NA>	삼성제2생활관	2003-04-03 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	<NA>	<NA>	집단급식소	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	325.7	<NA>	<NA>	<NA>
7	3140000	3140000-105-1991-00021	1991-03-13	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0226460941	256.00	158-876	서울특별시 양천구 목동 905-16	서울특별시 양천구 목동서로 117 (목동)	7988	서울양천우체국	2023-07-11 16:27:04	U	2022-12-06 23:03:00.0	공공기관	188973.702515	447842.027536	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8	3140000	3140000-105-1992-00006	19920507	<NA>	3	폐업	2	폐업	19970123	<NA>	<NA>	<NA>	02 6935552	39.14	158857	서울특별시 양천구 신정동 899-1번지	<NA>	<NA>	홍익병원구내식당	2001-09-28 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	187879.054915	447370.031968	집단급식소	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	112.1	<NA>	<NA>	<NA>
9	3140000	3140000-105-1992-00007	19920516	<NA>	3	폐업	2	폐업	20130208	<NA>	<NA>	<NA>	0226441313	56.27	158819	서울특별시 양천구 목동 793-3번지	서울특별시 양천구 등촌로 22 (목동)	7966	제성병원	2013-02-13 16:32:42	I	2018-08-31 23:59:59.0	집단급식소	187918.421583	447753.887261	집단급식소	0	0	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	121.95	<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	3140000	3140000-105-2022-00003	2022-03-04	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0226910509	56.32	158-070	서울특별시 양천구 신정동 1268 복합메디컬타운 2층 217호	서울특별시 양천구 중앙로 181, 복합메디컬타운 2층 217호 (신정동)	8106	피에스에이목동어학학원	2024-04-15 13:56:09	U	2023-12-03 23:07:00.0	기타 집단급식소	187181.284838	445624.366466	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
374	3140000	3140000-105-2022-00004	2022-03-21	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	6.60	158-826	서울특별시 양천구 신월동 92-19 명지어린이집	서울특별시 양천구 곰달래로9길 72, 명지어린이집 1층 (신월동)	7917	명지어린이집	2023-03-29 18:16:19	U	2022-12-04 00:01:00.0	어린이집	185154.943534	448178.682163	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
375	3140000	3140000-105-2022-00005	2022-05-30	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0226059237	9.90	158-831	서울특별시 양천구 신월동 218-31 베다니어린이집	서울특별시 양천구 남부순환로65길 16-1, 베다니어린이집 (신월동)	7927	서울베다니어린이집	2023-03-29 18:10:14	U	2022-12-04 00:01:00.0	어린이집	185405.104294	447292.369515	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
376	3140000	3140000-105-2022-00006	20220608	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	9.90	158070	서울특별시 양천구 신정동 1277 신트리4단지아파트	서울특별시 양천구 신정로 260, 보육원동 1층 (신정동, 신트리4단지아파트)	8107	혜원유아학교 어린이집	2022-06-08 16:06:41	I	2021-12-05 23:00:00.0	어린이집	186736.062689	445459.440713	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
377	3140000	3140000-105-2023-00001	2023-02-08	<NA>	3	폐업	2	폐업	2023-11-30	<NA>	<NA>	<NA>	<NA>	332.68	158-822	서울특별시 양천구 신월동 17-1 강서양천교육지원청 4층	서울특별시 양천구 월정로 269, 강서양천교육지원청 4층 (신월동)	7902	서울특별시강서양천교육지원청	2023-11-30 18:16:17	U	2022-11-02 00:02:00.0	공공기관	184858.473385	448809.049681	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
378	3140000	3140000-105-2023-00002	2023-02-28	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0226022902	26.32	158-822	서울특별시 양천구 신월동 1-35 이글나래어린이집 1층	서울특별시 양천구 화곡로3길 27-8, 이글나래어린이집 1층 (신월동)	7900	이글나래 어린이집	2023-03-30 09:01:50	U	2022-12-04 00:01:00.0	어린이집	184599.242641	448862.812457	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
379	3140000	3140000-105-2023-00003	2023-03-30	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	339.00	158-070	서울특별시 양천구 신정동 1322-14	서울특별시 양천구 신정이펜2로 56 (신정동)	8045	사단법인 열방아카데미	2023-07-14 13:46:19	U	2022-12-06 23:06:00.0	기타 집단급식소	185055.397162	445947.200505	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
380	3140000	3140000-105-2023-00004	2023-06-16	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 556 2373	337.02	158-806	서울특별시 양천구 목동 408-116	서울특별시 양천구 오목로 284, 1층 (목동)	8003	시대인재 목동 W관 식당	2024-04-12 10:54:37	U	2023-12-03 23:04:00.0	기타 집단급식소	188344.714957	446998.82255	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
381	3140000	3140000-105-2023-00005	2023-10-26	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	166.74	158-050	서울특별시 양천구 목동 923-14 드림타워	서울특별시 양천구 목동동로 233-1, 드림타워 지하124~127호 (목동)	7995	시대인재 목동식당	2024-04-22 13:34:22	U	2023-12-03 22:04:00.0	기타 집단급식소	188584.345447	447255.070457	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
382	3140000	3140000-105-2024-00001	2024-04-08	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0226405171	467.55	158-872	서울특별시 양천구 목동 900	서울특별시 양천구 목동서로 20, 1층 (목동)	7978	서울에너지공사 구내식당	2024-04-08 14:09:05	I	2023-12-03 23:00:00.0	산업체	189659.125278	448616.907018	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

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Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

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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

Space Separator

Dash Punctuation

Math Symbol

Close Punctuation

Open Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block