Overview

Dataset statistics

Number of variables29
Number of observations459
Missing cells6007
Missing cells (%)45.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory111.7 KiB
Average record size in memory249.3 B

Variable types

Categorical6
Text4
DateTime5
Unsupported10
Numeric4

Dataset

Description개방자치단체코드,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),보유자격증명,국비지원여부,담당직원내용,삭제일자
Author서울특별시
URLhttps://data.seoul.go.kr/dataList/OA-16153/S/1/datasetView.do

Alerts

개방자치단체코드 has constant value ""Constant
휴업시작일자 has constant value ""Constant
인허가취소일자 has 459 (100.0%) missing valuesMissing
폐업일자 has 269 (58.6%) missing valuesMissing
휴업시작일자 has 458 (99.8%) missing valuesMissing
휴업종료일자 has 459 (100.0%) missing valuesMissing
재개업일자 has 459 (100.0%) missing valuesMissing
전화번호 has 9 (2.0%) missing valuesMissing
소재지면적 has 459 (100.0%) missing valuesMissing
소재지우편번호 has 459 (100.0%) missing valuesMissing
지번주소 has 8 (1.7%) missing valuesMissing
도로명주소 has 20 (4.4%) missing valuesMissing
도로명우편번호 has 267 (58.2%) missing valuesMissing
업태구분명 has 459 (100.0%) missing valuesMissing
좌표정보(X) has 193 (42.0%) missing valuesMissing
좌표정보(Y) has 193 (42.0%) missing valuesMissing
보유자격증명 has 459 (100.0%) missing valuesMissing
국비지원여부 has 459 (100.0%) missing valuesMissing
담당직원내용 has 459 (100.0%) missing valuesMissing
삭제일자 has 459 (100.0%) missing valuesMissing
관리번호 has unique valuesUnique
최종수정일자 has unique valuesUnique
인허가취소일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
휴업종료일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
재개업일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
소재지면적 is an unsupported type, check if it needs cleaning or further analysisUnsupported
소재지우편번호 is an unsupported type, check if it needs cleaning or further analysisUnsupported
업태구분명 is an unsupported type, check if it needs cleaning or further analysisUnsupported
보유자격증명 is an unsupported type, check if it needs cleaning or further analysisUnsupported
국비지원여부 is an unsupported type, check if it needs cleaning or further analysisUnsupported
담당직원내용 is an unsupported type, check if it needs cleaning or further analysisUnsupported
삭제일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2024-05-11 06:07:47.906998
Analysis finished2024-05-11 06:07:48.890520
Duration0.98 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

개방자치단체코드
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size3.7 KiB
6110000
459 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row6110000
2nd row6110000
3rd row6110000
4th row6110000
5th row6110000

Common Values

ValueCountFrequency (%)
6110000 459
100.0%

Length

2024-05-11T15:07:48.983506image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:07:49.148803image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
6110000 459
100.0%

관리번호
Text

UNIQUE 

Distinct459
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size3.7 KiB
2024-05-11T15:07:49.473946image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length27
Median length27
Mean length27
Min length27

Characters and Unicode

Total characters12393
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique459 ?
Unique (%)100.0%

Sample

1st row202161100000040041-20211115
2nd row201861100000040011-20180426
3rd row201061100000040127-20100712
4th row202361100000040020-20230809
5th row202361100000040026-20231109
ValueCountFrequency (%)
202161100000040041-20211115 1
 
0.2%
201061100000040022-20100608 1
 
0.2%
201061100000040120-20100712 1
 
0.2%
201061100000040119-20100712 1
 
0.2%
201561100000040015-20151223 1
 
0.2%
201061100000040031-20100609 1
 
0.2%
201561100000040011-20150518 1
 
0.2%
201561100000040010-20150424 1
 
0.2%
201061100000040026-20100608 1
 
0.2%
201161100000040182-20110127 1
 
0.2%
Other values (449) 449
97.8%
2024-05-11T15:07:50.052018image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 5644
45.5%
1 2267
18.3%
2 1675
 
13.5%
4 656
 
5.3%
6 650
 
5.2%
- 459
 
3.7%
3 244
 
2.0%
7 243
 
2.0%
5 207
 
1.7%
9 193
 
1.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 11934
96.3%
Dash Punctuation 459
 
3.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 5644
47.3%
1 2267
19.0%
2 1675
 
14.0%
4 656
 
5.5%
6 650
 
5.4%
3 244
 
2.0%
7 243
 
2.0%
5 207
 
1.7%
9 193
 
1.6%
8 155
 
1.3%
Dash Punctuation
ValueCountFrequency (%)
- 459
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 12393
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 5644
45.5%
1 2267
18.3%
2 1675
 
13.5%
4 656
 
5.3%
6 650
 
5.2%
- 459
 
3.7%
3 244
 
2.0%
7 243
 
2.0%
5 207
 
1.7%
9 193
 
1.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 12393
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 5644
45.5%
1 2267
18.3%
2 1675
 
13.5%
4 656
 
5.3%
6 650
 
5.2%
- 459
 
3.7%
3 244
 
2.0%
7 243
 
2.0%
5 207
 
1.7%
9 193
 
1.6%

인허가일자
Date

Distinct240
Distinct (%)52.3%
Missing0
Missing (%)0.0%
Memory size3.7 KiB
Minimum2010-05-26 00:00:00
Maximum2024-05-08 00:00:00
2024-05-11T15:07:50.308144image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T15:07:50.538109image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing459
Missing (%)100.0%
Memory size4.2 KiB

영업상태코드
Categorical

Distinct3
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size3.7 KiB
1
267 
3
191 
2
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)0.2%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 267
58.2%
3 191
41.6%
2 1
 
0.2%

Length

2024-05-11T15:07:50.742002image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:07:50.895733image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 267
58.2%
3 191
41.6%
2 1
 
0.2%

영업상태명
Categorical

Distinct3
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size3.7 KiB
영업/정상
267 
폐업
191 
휴업
 
1

Length

Max length5
Median length5
Mean length3.745098
Min length2

Unique

Unique1 ?
Unique (%)0.2%

Sample

1st row영업/정상
2nd row영업/정상
3rd row영업/정상
4th row영업/정상
5th row영업/정상

Common Values

ValueCountFrequency (%)
영업/정상 267
58.2%
폐업 191
41.6%
휴업 1
 
0.2%

Length

2024-05-11T15:07:51.088961image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:07:51.279256image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
영업/정상 267
58.2%
폐업 191
41.6%
휴업 1
 
0.2%

상세영업상태코드
Categorical

Distinct3
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size3.7 KiB
0
267 
1
191 
2
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)0.2%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 267
58.2%
1 191
41.6%
2 1
 
0.2%

Length

2024-05-11T15:07:51.454144image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:07:51.640344image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 267
58.2%
1 191
41.6%
2 1
 
0.2%

상세영업상태명
Categorical

Distinct3
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size3.7 KiB
운영
267 
폐지
191 
휴지
 
1

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique1 ?
Unique (%)0.2%

Sample

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

Common Values

ValueCountFrequency (%)
운영 267
58.2%
폐지 191
41.6%
휴지 1
 
0.2%

Length

2024-05-11T15:07:51.867456image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:07:52.039877image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
운영 267
58.2%
폐지 191
41.6%
휴지 1
 
0.2%

폐업일자
Date

MISSING 

Distinct116
Distinct (%)61.1%
Missing269
Missing (%)58.6%
Memory size3.7 KiB
Minimum2010-07-12 00:00:00
Maximum2024-03-08 00:00:00
2024-05-11T15:07:52.240324image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T15:07:52.778530image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

휴업시작일자
Date

CONSTANT  MISSING 

Distinct1
Distinct (%)100.0%
Missing458
Missing (%)99.8%
Memory size3.7 KiB
Minimum2023-01-01 00:00:00
Maximum2023-01-01 00:00:00
2024-05-11T15:07:52.959749image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T15:07:53.128775image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

휴업종료일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing459
Missing (%)100.0%
Memory size4.2 KiB

재개업일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing459
Missing (%)100.0%
Memory size4.2 KiB

전화번호
Real number (ℝ)

MISSING 

Distinct379
Distinct (%)84.2%
Missing9
Missing (%)2.0%
Infinite0
Infinite (%)0.0%
Mean1.9614007 × 108
Minimum20000000
Maximum7.0888559 × 109
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2024-05-11T15:07:53.332488image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum20000000
5-th percentile23658229
Q125858613
median29093388
Q32.2264223 × 108
95-th percentile2.6403209 × 108
Maximum7.0888559 × 109
Range7.0688559 × 109
Interquartile range (IQR)1.9678361 × 108

Descriptive statistics

Standard deviation8.0666837 × 108
Coefficient of variation (CV)4.1127157
Kurtosis68.599926
Mean1.9614007 × 108
Median Absolute Deviation (MAD)4745388
Skewness8.3181583
Sum8.8263033 × 1010
Variance6.5071386 × 1017
MonotonicityNot monotonic
2024-05-11T15:07:53.575425image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
28398877 3
 
0.7%
232802181 3
 
0.7%
226616500 3
 
0.7%
234946077 3
 
0.7%
29093050 3
 
0.7%
28470101 3
 
0.7%
20000000 3
 
0.7%
28228118 3
 
0.7%
234263415 3
 
0.7%
28529501 3
 
0.7%
Other values (369) 420
91.5%
(Missing) 9
 
2.0%
ValueCountFrequency (%)
20000000 3
0.7%
22608807 1
 
0.2%
23003734 1
 
0.2%
23008700 1
 
0.2%
23025333 1
 
0.2%
23045096 1
 
0.2%
23082834 1
 
0.2%
23135124 1
 
0.2%
23139988 1
 
0.2%
23242388 1
 
0.2%
ValueCountFrequency (%)
7088855919 1
0.2%
7088478000 1
0.2%
7082248500 1
0.2%
7076037100 1
0.2%
7073937803 1
0.2%
7040884123 1
0.2%
316713655 1
0.2%
269590610 2
0.4%
269549638 1
0.2%
269547292 1
0.2%

소재지면적
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing459
Missing (%)100.0%
Memory size4.2 KiB

소재지우편번호
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing459
Missing (%)100.0%
Memory size4.2 KiB

지번주소
Text

MISSING 

Distinct390
Distinct (%)86.5%
Missing8
Missing (%)1.7%
Memory size3.7 KiB
2024-05-11T15:07:54.235429image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length50
Median length38
Mean length25.18847
Min length17

Characters and Unicode

Total characters11360
Distinct characters291
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique337 ?
Unique (%)74.7%

Sample

1st row서울특별시 중구 신당동 358-6 제성빌딩
2nd row서울특별시 동작구 사당동 1047-45
3rd row서울특별시 중랑구 면목동 1096-13 소망교회
4th row서울특별시 중랑구 신내동 393-5
5th row서울특별시 강남구 개포동 186-10
ValueCountFrequency (%)
서울특별시 451
 
20.0%
영등포구 26
 
1.2%
3층 25
 
1.1%
구로구 24
 
1.1%
강서구 23
 
1.0%
2층 23
 
1.0%
양천구 21
 
0.9%
강동구 21
 
0.9%
동작구 21
 
0.9%
성북구 21
 
0.9%
Other values (875) 1598
70.9%
2024-05-11T15:07:55.011851image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2140
18.8%
동 543
 
4.8%
서 522
 
4.6%
구 500
 
4.4%
시 459
 
4.0%
울 455
 
4.0%
특 451
 
4.0%
별 451
 
4.0%
1 419
 
3.7%
2 309
 
2.7%
Other values (281) 5111
45.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 6688
58.9%
Decimal Number 2206
 
19.4%
Space Separator 2140
 
18.8%
Dash Punctuation 278
 
2.4%
Uppercase Letter 32
 
0.3%
Other Punctuation 14
 
0.1%
Close Punctuation 1
 
< 0.1%
Open Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 543
 
8.1%
서 522
 
7.8%
구 500
 
7.5%
시 459
 
6.9%
울 455
 
6.8%
특 451
 
6.7%
별 451
 
6.7%
지 198
 
3.0%
번 189
 
2.8%
호 164
 
2.5%
Other values (249) 2756
41.2%
Uppercase Letter
ValueCountFrequency (%)
B 5
15.6%
I 4
12.5%
E 4
12.5%
N 3
9.4%
T 3
9.4%
U 2
 
6.2%
A 2
 
6.2%
F 1
 
3.1%
L 1
 
3.1%
D 1
 
3.1%
Other values (6) 6
18.8%
Decimal Number
ValueCountFrequency (%)
1 419
19.0%
2 309
14.0%
3 300
13.6%
4 245
11.1%
5 189
8.6%
6 177
8.0%
0 176
8.0%
7 157
 
7.1%
8 132
 
6.0%
9 102
 
4.6%
Other Punctuation
ValueCountFrequency (%)
, 9
64.3%
. 5
35.7%
Space Separator
ValueCountFrequency (%)
2140
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 278
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 6688
58.9%
Common 4640
40.8%
Latin 32
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 543
 
8.1%
서 522
 
7.8%
구 500
 
7.5%
시 459
 
6.9%
울 455
 
6.8%
특 451
 
6.7%
별 451
 
6.7%
지 198
 
3.0%
번 189
 
2.8%
호 164
 
2.5%
Other values (249) 2756
41.2%
Common
ValueCountFrequency (%)
2140
46.1%
1 419
 
9.0%
2 309
 
6.7%
3 300
 
6.5%
- 278
 
6.0%
4 245
 
5.3%
5 189
 
4.1%
6 177
 
3.8%
0 176
 
3.8%
7 157
 
3.4%
Other values (6) 250
 
5.4%
Latin
ValueCountFrequency (%)
B 5
15.6%
I 4
12.5%
E 4
12.5%
N 3
9.4%
T 3
9.4%
U 2
 
6.2%
A 2
 
6.2%
F 1
 
3.1%
L 1
 
3.1%
D 1
 
3.1%
Other values (6) 6
18.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 6688
58.9%
ASCII 4672
41.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2140
45.8%
1 419
 
9.0%
2 309
 
6.6%
3 300
 
6.4%
- 278
 
6.0%
4 245
 
5.2%
5 189
 
4.0%
6 177
 
3.8%
0 176
 
3.8%
7 157
 
3.4%
Other values (22) 282
 
6.0%
Hangul
ValueCountFrequency (%)
동 543
 
8.1%
서 522
 
7.8%
구 500
 
7.5%
시 459
 
6.9%
울 455
 
6.8%
특 451
 
6.7%
별 451
 
6.7%
지 198
 
3.0%
번 189
 
2.8%
호 164
 
2.5%
Other values (249) 2756
41.2%

도로명주소
Text

MISSING 

Distinct404
Distinct (%)92.0%
Missing20
Missing (%)4.4%
Memory size3.7 KiB
2024-05-11T15:07:55.513905image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length50
Median length43
Mean length31.102506
Min length21

Characters and Unicode

Total characters13654
Distinct characters325
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique371 ?
Unique (%)84.5%

Sample

1st row서울특별시 중구 동호로 201, 제성빌딩 3층(신당동)
2nd row서울특별시 동작구 남부순환로 2053, 3층 (사당동)
3rd row서울특별시 중랑구 용마산로 297-3, 소망교회 3층(면목동)
4th row서울특별시 중랑구 봉화산로 236, 4층 2호 (신내동)
5th row서울특별시 강남구 개포로82길 9-11, 401호 (개포동)
ValueCountFrequency (%)
서울특별시 439
 
16.7%
3층 66
 
2.5%
2층 60
 
2.3%
영등포구 24
 
0.9%
구로구 23
 
0.9%
4층 23
 
0.9%
5층 23
 
0.9%
강동구 21
 
0.8%
강서구 21
 
0.8%
동작구 21
 
0.8%
Other values (1013) 1902
72.5%
2024-05-11T15:07:56.327863image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2185
 
16.0%
동 566
 
4.1%
서 519
 
3.8%
구 498
 
3.6%
로 493
 
3.6%
시 455
 
3.3%
울 442
 
3.2%
( 440
 
3.2%
) 440
 
3.2%
특 439
 
3.2%
Other values (315) 7177
52.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 7946
58.2%
Space Separator 2185
 
16.0%
Decimal Number 2142
 
15.7%
Open Punctuation 440
 
3.2%
Close Punctuation 440
 
3.2%
Other Punctuation 403
 
3.0%
Dash Punctuation 62
 
0.5%
Uppercase Letter 32
 
0.2%
Math Symbol 4
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 566
 
7.1%
서 519
 
6.5%
구 498
 
6.3%
로 493
 
6.2%
시 455
 
5.7%
울 442
 
5.6%
특 439
 
5.5%
별 439
 
5.5%
층 276
 
3.5%
길 153
 
1.9%
Other values (281) 3666
46.1%
Uppercase Letter
ValueCountFrequency (%)
B 4
12.5%
I 4
12.5%
E 4
12.5%
N 3
9.4%
T 3
9.4%
H 2
 
6.2%
U 2
 
6.2%
F 1
 
3.1%
L 1
 
3.1%
R 1
 
3.1%
Other values (7) 7
21.9%
Decimal Number
ValueCountFrequency (%)
1 384
17.9%
2 345
16.1%
3 331
15.5%
0 203
9.5%
4 202
9.4%
6 161
7.5%
5 160
7.5%
7 143
 
6.7%
8 124
 
5.8%
9 89
 
4.2%
Other Punctuation
ValueCountFrequency (%)
, 396
98.3%
. 7
 
1.7%
Space Separator
ValueCountFrequency (%)
2185
100.0%
Open Punctuation
ValueCountFrequency (%)
( 440
100.0%
Close Punctuation
ValueCountFrequency (%)
) 440
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 62
100.0%
Math Symbol
ValueCountFrequency (%)
~ 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 7946
58.2%
Common 5676
41.6%
Latin 32
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 566
 
7.1%
서 519
 
6.5%
구 498
 
6.3%
로 493
 
6.2%
시 455
 
5.7%
울 442
 
5.6%
특 439
 
5.5%
별 439
 
5.5%
층 276
 
3.5%
길 153
 
1.9%
Other values (281) 3666
46.1%
Common
ValueCountFrequency (%)
2185
38.5%
( 440
 
7.8%
) 440
 
7.8%
, 396
 
7.0%
1 384
 
6.8%
2 345
 
6.1%
3 331
 
5.8%
0 203
 
3.6%
4 202
 
3.6%
6 161
 
2.8%
Other values (7) 589
 
10.4%
Latin
ValueCountFrequency (%)
B 4
12.5%
I 4
12.5%
E 4
12.5%
N 3
9.4%
T 3
9.4%
H 2
 
6.2%
U 2
 
6.2%
F 1
 
3.1%
L 1
 
3.1%
R 1
 
3.1%
Other values (7) 7
21.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 7946
58.2%
ASCII 5708
41.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2185
38.3%
( 440
 
7.7%
) 440
 
7.7%
, 396
 
6.9%
1 384
 
6.7%
2 345
 
6.0%
3 331
 
5.8%
0 203
 
3.6%
4 202
 
3.5%
6 161
 
2.8%
Other values (24) 621
 
10.9%
Hangul
ValueCountFrequency (%)
동 566
 
7.1%
서 519
 
6.5%
구 498
 
6.3%
로 493
 
6.2%
시 455
 
5.7%
울 442
 
5.6%
특 439
 
5.5%
별 439
 
5.5%
층 276
 
3.5%
길 153
 
1.9%
Other values (281) 3666
46.1%

도로명우편번호
Real number (ℝ)

MISSING 

Distinct25
Distinct (%)13.0%
Missing267
Missing (%)58.2%
Infinite0
Infinite (%)0.0%
Mean11432.969
Minimum11110
Maximum11740
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2024-05-11T15:07:56.565627image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum11110
5-th percentile11156.5
Q111260
median11440
Q311590
95-th percentile11723.5
Maximum11740
Range630
Interquartile range (IQR)330

Descriptive statistics

Standard deviation182.35958
Coefficient of variation (CV)0.015950326
Kurtosis-1.1873041
Mean11432.969
Median Absolute Deviation (MAD)150
Skewness0.068858463
Sum2195130
Variance33255.015
MonotonicityNot monotonic
2024-05-11T15:07:56.731218image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
11350 13
 
2.8%
11500 12
 
2.6%
11230 11
 
2.4%
11740 10
 
2.2%
11710 10
 
2.2%
11260 10
 
2.2%
11590 10
 
2.2%
11470 10
 
2.2%
11380 9
 
2.0%
11290 9
 
2.0%
Other values (15) 88
 
19.2%
(Missing) 267
58.2%
ValueCountFrequency (%)
11110 4
 
0.9%
11140 6
1.3%
11170 3
 
0.7%
11200 7
1.5%
11215 8
1.7%
11230 11
2.4%
11260 10
2.2%
11290 9
2.0%
11305 7
1.5%
11320 3
 
0.7%
ValueCountFrequency (%)
11740 10
2.2%
11710 10
2.2%
11680 7
1.5%
11650 6
1.3%
11620 7
1.5%
11590 10
2.2%
11560 8
1.7%
11545 5
1.1%
11530 8
1.7%
11500 12
2.6%

사업장명
Text

Distinct385
Distinct (%)83.9%
Missing0
Missing (%)0.0%
Memory size3.7 KiB
2024-05-11T15:07:57.055930image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length33
Median length30
Mean length12.48366
Min length8

Characters and Unicode

Total characters5730
Distinct characters303
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique319 ?
Unique (%)69.5%

Sample

1st row토브중구요양보호사교육원
2nd row사당요양보호사교육원
3rd row미래요양보호사교육원
4th row중랑신내요양보호사교육원
5th row강남요양보호사교육원
ValueCountFrequency (%)
요양보호사교육원 34
 
6.5%
교육원 11
 
2.1%
요양보호사 7
 
1.3%
부설 6
 
1.1%
우강요양보호사교육원 3
 
0.6%
성북요양보호사교육원 3
 
0.6%
도봉요양보호사교육원 3
 
0.6%
구로요양보호사교육원 3
 
0.6%
양천요양보호사교육원 3
 
0.6%
연세요양보호사교육원 3
 
0.6%
Other values (386) 451
85.6%
2024-05-11T15:07:57.603020image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
사 499
 
8.7%
교 483
 
8.4%
원 479
 
8.4%
양 471
 
8.2%
호 465
 
8.1%
육 465
 
8.1%
보 463
 
8.1%
요 458
 
8.0%
69
 
1.2%
서 50
 
0.9%
Other values (293) 1828
31.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 5566
97.1%
Space Separator 69
 
1.2%
Uppercase Letter 49
 
0.9%
Close Punctuation 20
 
0.3%
Open Punctuation 18
 
0.3%
Dash Punctuation 2
 
< 0.1%
Other Punctuation 2
 
< 0.1%
Decimal Number 2
 
< 0.1%
Math Symbol 1
 
< 0.1%
Modifier Symbol 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
사 499
 
9.0%
교 483
 
8.7%
원 479
 
8.6%
양 471
 
8.5%
호 465
 
8.4%
육 465
 
8.4%
보 463
 
8.3%
요 458
 
8.2%
서 50
 
0.9%
부 47
 
0.8%
Other values (265) 1686
30.3%
Uppercase Letter
ValueCountFrequency (%)
M 7
14.3%
S 6
12.2%
C 5
10.2%
A 5
10.2%
J 3
 
6.1%
L 3
 
6.1%
K 3
 
6.1%
Y 2
 
4.1%
E 2
 
4.1%
W 2
 
4.1%
Other values (8) 11
22.4%
Other Punctuation
ValueCountFrequency (%)
. 1
50.0%
& 1
50.0%
Decimal Number
ValueCountFrequency (%)
2 1
50.0%
1 1
50.0%
Space Separator
ValueCountFrequency (%)
69
100.0%
Close Punctuation
ValueCountFrequency (%)
) 20
100.0%
Open Punctuation
ValueCountFrequency (%)
( 18
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%
Math Symbol
ValueCountFrequency (%)
+ 1
100.0%
Modifier Symbol
ValueCountFrequency (%)
` 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 5566
97.1%
Common 115
 
2.0%
Latin 49
 
0.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
사 499
 
9.0%
교 483
 
8.7%
원 479
 
8.6%
양 471
 
8.5%
호 465
 
8.4%
육 465
 
8.4%
보 463
 
8.3%
요 458
 
8.2%
서 50
 
0.9%
부 47
 
0.8%
Other values (265) 1686
30.3%
Latin
ValueCountFrequency (%)
M 7
14.3%
S 6
12.2%
C 5
10.2%
A 5
10.2%
J 3
 
6.1%
L 3
 
6.1%
K 3
 
6.1%
Y 2
 
4.1%
E 2
 
4.1%
W 2
 
4.1%
Other values (8) 11
22.4%
Common
ValueCountFrequency (%)
69
60.0%
) 20
 
17.4%
( 18
 
15.7%
- 2
 
1.7%
. 1
 
0.9%
& 1
 
0.9%
2 1
 
0.9%
1 1
 
0.9%
+ 1
 
0.9%
` 1
 
0.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 5566
97.1%
ASCII 164
 
2.9%

Most frequent character per block

Hangul
ValueCountFrequency (%)
사 499
 
9.0%
교 483
 
8.7%
원 479
 
8.6%
양 471
 
8.5%
호 465
 
8.4%
육 465
 
8.4%
보 463
 
8.3%
요 458
 
8.2%
서 50
 
0.9%
부 47
 
0.8%
Other values (265) 1686
30.3%
ASCII
ValueCountFrequency (%)
69
42.1%
) 20
 
12.2%
( 18
 
11.0%
M 7
 
4.3%
S 6
 
3.7%
C 5
 
3.0%
A 5
 
3.0%
J 3
 
1.8%
L 3
 
1.8%
K 3
 
1.8%
Other values (18) 25
 
15.2%

최종수정일자
Date

UNIQUE 

Distinct459
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size3.7 KiB
Minimum2010-06-18 10:52:48
Maximum2024-05-08 10:35:19
2024-05-11T15:07:57.855717image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T15:07:58.056553image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct2
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size3.7 KiB
U
279 
I
180 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowU
2nd rowU
3rd rowU
4th rowI
5th rowI

Common Values

ValueCountFrequency (%)
U 279
60.8%
I 180
39.2%

Length

2024-05-11T15:07:58.221007image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T15:07:58.335856image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
u 279
60.8%
i 180
39.2%

데이터갱신일자
Date

Distinct161
Distinct (%)35.1%
Missing0
Missing (%)0.0%
Memory size3.7 KiB
Minimum2018-08-31 23:59:59
Maximum2023-12-05 00:05:00
2024-05-11T15:07:58.444254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T15:07:58.688013image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing459
Missing (%)100.0%
Memory size4.2 KiB

좌표정보(X)
Real number (ℝ)

MISSING 

Distinct243
Distinct (%)91.4%
Missing193
Missing (%)42.0%
Infinite0
Infinite (%)0.0%
Mean199174.56
Minimum183012.55
Maximum215356.34
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2024-05-11T15:07:58.871919image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum183012.55
5-th percentile185915.54
Q1192304.21
median201292.7
Q3205783.56
95-th percentile211619.9
Maximum215356.34
Range32343.79
Interquartile range (IQR)13479.359

Descriptive statistics

Standard deviation8203.973
Coefficient of variation (CV)0.041189864
Kurtosis-1.0947021
Mean199174.56
Median Absolute Deviation (MAD)6522.4581
Skewness-0.16677285
Sum52980433
Variance67305173
MonotonicityNot monotonic
2024-05-11T15:07:59.035085image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
202379.037389764 3
 
0.7%
183243.474377668 3
 
0.7%
205098.569693916 2
 
0.4%
205945.628109322 2
 
0.4%
195902.630428388 2
 
0.4%
207763.150721123 2
 
0.4%
200633.170931 2
 
0.4%
187929.628871509 2
 
0.4%
211397.690828723 2
 
0.4%
207536.94929191 2
 
0.4%
Other values (233) 244
53.2%
(Missing) 193
42.0%
ValueCountFrequency (%)
183012.552831835 1
 
0.2%
183243.474377668 3
0.7%
183890.419882506 1
 
0.2%
184323.391703413 1
 
0.2%
184861.891003458 1
 
0.2%
184902.838587393 1
 
0.2%
185169.045485946 1
 
0.2%
185285.643527894 1
 
0.2%
185488.56093285 1
 
0.2%
185643.042066174 1
 
0.2%
ValueCountFrequency (%)
215356.343212895 1
0.2%
215176.795646392 2
0.4%
213135.914319938 1
0.2%
212563.446985938 1
0.2%
212502.039081211 1
0.2%
212455.66904635 1
0.2%
212199.682364025 1
0.2%
212145.836820877 1
0.2%
211958.899405105 1
0.2%
211789.003856971 1
0.2%

좌표정보(Y)
Real number (ℝ)

MISSING 

Distinct243
Distinct (%)91.4%
Missing193
Missing (%)42.0%
Infinite0
Infinite (%)0.0%
Mean450105.59
Minimum438863.87
Maximum463744.73
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2024-05-11T15:07:59.214998image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum438863.87
5-th percentile441946.22
Q1444620.66
median450052.82
Q3454288.73
95-th percentile461451.59
Maximum463744.73
Range24880.864
Interquartile range (IQR)9668.0646

Descriptive statistics

Standard deviation5943.1507
Coefficient of variation (CV)0.013203903
Kurtosis-0.78483809
Mean450105.59
Median Absolute Deviation (MAD)4958.3196
Skewness0.29365404
Sum1.1972809 × 108
Variance35321041
MonotonicityNot monotonic
2024-05-11T15:07:59.378329image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
462228.927141642 3
 
0.7%
450986.641224796 3
 
0.7%
456921.49675442 2
 
0.4%
442974.342716981 2
 
0.4%
452805.387042588 2
 
0.4%
453460.919335911 2
 
0.4%
454231.637115 2
 
0.4%
448512.698484748 2
 
0.4%
450052.822015133 2
 
0.4%
454455.971710998 2
 
0.4%
Other values (233) 244
53.2%
(Missing) 193
42.0%
ValueCountFrequency (%)
438863.866079878 1
0.2%
438879.425058325 1
0.2%
439773.967202243 1
0.2%
440319.281119722 1
0.2%
441302.111937219 1
0.2%
441331.774432456 1
0.2%
441554.113662472 1
0.2%
441618.071646624 1
0.2%
441637.16783987 1
0.2%
441665.052077071 1
0.2%
ValueCountFrequency (%)
463744.730278593 1
 
0.2%
463261.864714442 1
 
0.2%
462992.91984999 1
 
0.2%
462706.4748887 1
 
0.2%
462316.146936889 1
 
0.2%
462228.927141642 3
0.7%
461942.990087839 1
 
0.2%
461854.716278294 1
 
0.2%
461782.719034388 1
 
0.2%
461707.457671343 1
 
0.2%

보유자격증명
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing459
Missing (%)100.0%
Memory size4.2 KiB

국비지원여부
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing459
Missing (%)100.0%
Memory size4.2 KiB

담당직원내용
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing459
Missing (%)100.0%
Memory size4.2 KiB

삭제일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing459
Missing (%)100.0%
Memory size4.2 KiB

Sample

개방자치단체코드관리번호인허가일자인허가취소일자영업상태코드영업상태명상세영업상태코드상세영업상태명폐업일자휴업시작일자휴업종료일자재개업일자전화번호소재지면적소재지우편번호지번주소도로명주소도로명우편번호사업장명최종수정일자데이터갱신구분데이터갱신일자업태구분명좌표정보(X)좌표정보(Y)보유자격증명국비지원여부담당직원내용삭제일자
06110000202161100000040041-202111152021-11-15<NA>1영업/정상0운영<NA><NA><NA><NA>222320201<NA><NA>서울특별시 중구 신당동 358-6 제성빌딩서울특별시 중구 동호로 201, 제성빌딩 3층(신당동)<NA>토브중구요양보호사교육원2023-03-06 09:49:06U2022-12-03 00:08:00.0<NA><NA><NA><NA><NA><NA><NA>
16110000201861100000040011-201804262018-04-26<NA>1영업/정상0운영<NA><NA><NA><NA>25257745<NA><NA>서울특별시 동작구 사당동 1047-45서울특별시 동작구 남부순환로 2053, 3층 (사당동)<NA>사당요양보호사교육원2023-03-08 15:00:21U2022-12-02 23:00:00.0<NA><NA><NA><NA><NA><NA><NA>
26110000201061100000040127-201007122010-07-12<NA>1영업/정상0운영<NA><NA><NA><NA>24363224<NA><NA>서울특별시 중랑구 면목동 1096-13 소망교회서울특별시 중랑구 용마산로 297-3, 소망교회 3층(면목동)11260미래요양보호사교육원2023-03-08 15:20:55U2022-12-02 23:00:00.0<NA><NA><NA><NA><NA><NA><NA>
36110000202361100000040020-202308092023-08-09<NA>1영업/정상0운영<NA><NA><NA><NA>24338809<NA><NA>서울특별시 중랑구 신내동 393-5서울특별시 중랑구 봉화산로 236, 4층 2호 (신내동)11260중랑신내요양보호사교육원2023-08-09 09:41:51I2022-12-07 23:01:00.0<NA>208663.451595456169.220844<NA><NA><NA><NA>
46110000202361100000040026-202311092023-11-09<NA>1영업/정상0운영<NA><NA><NA><NA>24457773<NA><NA>서울특별시 강남구 개포동 186-10서울특별시 강남구 개포로82길 9-11, 401호 (개포동)11680강남요양보호사교육원2023-11-09 09:17:23I2022-10-31 23:01:00.0<NA>205945.628109442974.342717<NA><NA><NA><NA>
56110000202461100000040001-202401082024-01-08<NA>1영업/정상0운영<NA><NA><NA><NA>221382812<NA><NA>서울특별시 서초구 양재동 2-45 영민빌딩서울특별시 서초구 논현로 169, 영민빌딩 301호 (양재동)11650다소니케어양재요양보호사교육원2024-03-18 09:27:30U2023-12-02 22:00:00.0<NA>203593.169261442491.311968<NA><NA><NA><NA>
66110000202161100000040034-202111042021-11-04<NA>1영업/정상0운영<NA><NA><NA><NA>24988482<NA><NA>서울특별시 광진구 군자동 346-23 지장빌딩서울특별시 광진구 군자로 75, 지장빌딩 2층(군자동)<NA>굿케어군자요양보호사교육원2023-03-22 17:26:25U2022-12-02 22:04:00.0<NA><NA><NA><NA><NA><NA><NA>
76110000202361100000040017-202307242023-07-24<NA>1영업/정상0운영<NA><NA><NA><NA>28228118<NA><NA>서울특별시 동작구 상도동 183-13 명진빌딩서울특별시 동작구 상도로26길 12, 명진빌딩 401호 (상도동)11590프레이즈요양보호사교육원2024-03-21 09:07:27U2023-12-02 22:03:00.0<NA>194489.776205444627.438525<NA><NA><NA><NA>
86110000202361100000040006-202303072023-03-07<NA>1영업/정상0운영<NA><NA><NA><NA>233946620<NA><NA>서울특별시 동대문구 답십리동 488-17 엠제이빌딩서울특별시 동대문구 전농로 22, 엠제이빌딩 402호(답십리동)<NA>(주)온가치수요양보호사교육원2023-03-29 09:34:24U2022-12-02 21:01:00.0<NA><NA><NA><NA><NA><NA><NA>
96110000202161100000040003-202103112021-03-11<NA>1영업/정상0운영<NA><NA><NA><NA>28470101<NA><NA>서울특별시 영등포구 대림동 693-1서울특별시 영등포구 대림로 178, 201호 (대림동)<NA>MJ명강요양보호사교육원2023-03-29 09:33:57U2022-12-02 21:01:00.0<NA><NA><NA><NA><NA><NA><NA>
개방자치단체코드관리번호인허가일자인허가취소일자영업상태코드영업상태명상세영업상태코드상세영업상태명폐업일자휴업시작일자휴업종료일자재개업일자전화번호소재지면적소재지우편번호지번주소도로명주소도로명우편번호사업장명최종수정일자데이터갱신구분데이터갱신일자업태구분명좌표정보(X)좌표정보(Y)보유자격증명국비지원여부담당직원내용삭제일자
4496110000201061100000040172-201010212010-10-21<NA>1영업/정상0운영<NA><NA><NA><NA>29802377<NA><NA>서울특별시 강북구 수유1동 63번지 수유프라자 5층서울특별시 강북구 도봉로 261, 5층 (수유동, 삼호아파트, 수유프라자)<NA>(사)한국여학사협회강북여성인력개발센터부설요양보호사교육원2023-06-05 09:13:09U2022-12-06 00:08:00.0<NA><NA><NA><NA><NA><NA><NA>
4506110000201061100000040059-2010061720100617<NA>1영업/정상0운영<NA><NA><NA><NA>24705523<NA><NA>서울특별시 송파구 풍납동 497번지 풍납동우체국서울특별시 송파구 올림픽로 575, 풍납동우체국 3층 (풍납동)<NA>새빛요양보호사교육원2020-11-25 14:20:49U2021-12-08 22:08:00.0<NA>210708.868567448211.899242<NA><NA><NA><NA>
4516110000201061100000040042-2010061420100614<NA>3폐업1폐지20100721<NA><NA><NA>232915020<NA><NA>서울특별시 성북구 보문동1가 151번지 4층<NA><NA>우리요양보호사교육원2020-04-14 10:15:41U2021-12-08 22:08:00.0<NA>201679.919899453598.166274<NA><NA><NA><NA>
4526110000201061100000040045-2010061420100614<NA>1영업/정상0운영<NA><NA><NA><NA>27735465<NA><NA>서울특별시 은평구 녹번동 114-1서울특별시 은평구 녹번로 76 (녹번동)<NA>은평여성인력개발센터부설요양보호사교육원2020-09-04 20:12:42U2021-12-08 22:08:00.0<NA><NA><NA><NA><NA><NA><NA>
4536110000201061100000040035-2010060920100609<NA>1영업/정상0운영<NA><NA><NA><NA>226443340<NA><NA>서울특별시 양천구 신정동 971번지 20호 명성빌딩 301호서울특별시 양천구 중앙로 294 (신정동,명성빌딩 301호)<NA>은혜 요양보호사교육원2020-09-15 19:21:57U2021-12-08 22:08:00.0<NA>186852.153852446714.974104<NA><NA><NA><NA>
4546110000201061100000040029-2010060920100609<NA>1영업/정상0운영<NA><NA><NA><NA>23584405<NA><NA>서울특별시 은평구 불광2동 486-20번지 2층서울특별시 은평구 통일로80길 3 (불광동,486-20번지 2층)<NA>은평엔젤요양보호사교육원2020-09-04 20:13:32U2021-12-08 22:08:00.0<NA>192957.586582457526.152476<NA><NA><NA><NA>
4556110000201061100000040004-2010052720100527<NA>1영업/정상0운영<NA><NA><NA><NA>29818700<NA><NA>서울특별시 성북구 길음2동 877번지 182호 (201호, 302호)서울특별시 성북구 동소문로 225 (길음동,(201호, 302호))<NA>명성요양보호사교육원2020-06-16 17:47:20U2021-12-08 22:08:00.0<NA>201875.674535455544.452188<NA><NA><NA><NA>
4566110000201061100000040003-2010052720100527<NA>1영업/정상0운영<NA><NA><NA><NA>24776202<NA><NA>서울특별시 강동구 길동 347-13서울특별시 강동구 양재대로 1520, 701-1호 (길동)11740가족요양보호사교육원2020-06-17 17:05:45U2021-12-08 22:08:00.0<NA>212455.669046448788.822916<NA><NA><NA><NA>
4576110000201061100000040037-2010060920100609<NA>1영업/정상0운영<NA><NA><NA><NA>221156622<NA><NA>서울특별시 광진구 화양동 7-3 한림타워서울특별시 광진구 아차산로 229, 한림타워 401호 (화양동)<NA>광진요양보호사교육원2023-01-27 09:39:52U2022-11-30 22:09:00.0<NA><NA><NA><NA><NA><NA><NA>
4586110000201061100000040078-201007012010-07-01<NA>1영업/정상0운영<NA><NA><NA><NA>24765359<NA><NA>서울특별시 강동구 성내동 194번지 에스케이허브진서울특별시 강동구 천호대로 1092, 2층 (성내동, 에스케이허브진)<NA>언약요양보호사교육원2024-04-02 09:25:35U2023-12-04 00:04:00.0<NA><NA><NA><NA><NA><NA><NA>