Overview

Dataset statistics

Number of variables32
Number of observations62
Missing cells769
Missing cells (%)38.8%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory16.8 KiB
Average record size in memory277.1 B

Variable types

Numeric5
Categorical8
Text4
DateTime4
Unsupported11

Dataset

Description23년05월_6270000_대구광역시_11_49_01_P_요양보호사교육기관
Author대구광역시
URLhttp://data.daegu.go.kr/open/data/dataView.do?dataSetId=DMI_0000098097&dataSetDetailId=DDI_0000098133&provdMethod=FILE

Alerts

개방서비스명 has constant value ""Constant
개방서비스아이디 has constant value ""Constant
개방자치단체코드 has constant value ""Constant
인허가취소일자 has 62 (100.0%) missing valuesMissing
폐업일자 has 31 (50.0%) missing valuesMissing
휴업시작일자 has 62 (100.0%) missing valuesMissing
휴업종료일자 has 62 (100.0%) missing valuesMissing
재개업일자 has 62 (100.0%) missing valuesMissing
소재지면적 has 62 (100.0%) missing valuesMissing
소재지우편번호 has 62 (100.0%) missing valuesMissing
도로명전체주소 has 2 (3.2%) missing valuesMissing
도로명우편번호 has 32 (51.6%) missing valuesMissing
업태구분명 has 62 (100.0%) missing valuesMissing
좌표정보(X) has 11 (17.7%) missing valuesMissing
좌표정보(Y) has 11 (17.7%) missing valuesMissing
보유자격증명 has 62 (100.0%) missing valuesMissing
국비지원여부 has 62 (100.0%) missing valuesMissing
담당직원내용 has 62 (100.0%) missing valuesMissing
삭제일자 has 62 (100.0%) missing valuesMissing
번호 has unique valuesUnique
관리번호 has unique valuesUnique
소재지전체주소 has unique valuesUnique
최종수정시점 has unique valuesUnique
인허가취소일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
휴업시작일자 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 started2024-04-21 02:51:12.274003
Analysis finished2024-04-21 02:51:12.954516
Duration0.68 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

번호
Real number (ℝ)

UNIQUE 

Distinct62
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean31.5
Minimum1
Maximum62
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size686.0 B
2024-04-21T11:51:13.141783image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile4.05
Q116.25
median31.5
Q346.75
95-th percentile58.95
Maximum62
Range61
Interquartile range (IQR)30.5

Descriptive statistics

Standard deviation18.041619
Coefficient of variation (CV)0.5727498
Kurtosis-1.2
Mean31.5
Median Absolute Deviation (MAD)15.5
Skewness0
Sum1953
Variance325.5
MonotonicityStrictly increasing
2024-04-21T11:51:13.762626image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
1.6%
48 1
 
1.6%
35 1
 
1.6%
36 1
 
1.6%
37 1
 
1.6%
38 1
 
1.6%
39 1
 
1.6%
40 1
 
1.6%
41 1
 
1.6%
42 1
 
1.6%
Other values (52) 52
83.9%
ValueCountFrequency (%)
1 1
1.6%
2 1
1.6%
3 1
1.6%
4 1
1.6%
5 1
1.6%
6 1
1.6%
7 1
1.6%
8 1
1.6%
9 1
1.6%
10 1
1.6%
ValueCountFrequency (%)
62 1
1.6%
61 1
1.6%
60 1
1.6%
59 1
1.6%
58 1
1.6%
57 1
1.6%
56 1
1.6%
55 1
1.6%
54 1
1.6%
53 1
1.6%

개방서비스명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size624.0 B
요양보호사교육기관
62 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
요양보호사교육기관 62
100.0%

Length

2024-04-21T11:51:14.175471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T11:51:14.480350image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
요양보호사교육기관 62
100.0%

개방서비스아이디
Categorical

CONSTANT 

Distinct1
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size624.0 B
11_49_01_P
62 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row11_49_01_P
2nd row11_49_01_P
3rd row11_49_01_P
4th row11_49_01_P
5th row11_49_01_P

Common Values

ValueCountFrequency (%)
11_49_01_P 62
100.0%

Length

2024-04-21T11:51:14.797931image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T11:51:15.108018image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
11_49_01_p 62
100.0%

개방자치단체코드
Categorical

CONSTANT 

Distinct1
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size624.0 B
6270000
62 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row6270000
2nd row6270000
3rd row6270000
4th row6270000
5th row6270000

Common Values

ValueCountFrequency (%)
6270000 62
100.0%

Length

2024-04-21T11:51:15.430405image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T11:51:15.743552image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
6270000 62
100.0%

관리번호
Text

UNIQUE 

Distinct62
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size624.0 B
2024-04-21T11:51:16.416052image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length27
Median length27
Mean length27
Min length27

Characters and Unicode

Total characters1674
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

Unique62 ?
Unique (%)100.0%

Sample

1st row201062700000040006-20100611
2nd row201962700000040001-20191120
3rd row201062700000040023-20100721
4th row201162700000040060-20110222
5th row201062700000040001-20100603
ValueCountFrequency (%)
201062700000040006-20100611 1
 
1.6%
201062700000040026-20100730 1
 
1.6%
201062700000040019-20100719 1
 
1.6%
201062700000040002-20100607 1
 
1.6%
201062700000040005-20100609 1
 
1.6%
201062700000040007-20100615 1
 
1.6%
201062700000040011-20100628 1
 
1.6%
201062700000040012-20100706 1
 
1.6%
201062700000040013-20100706 1
 
1.6%
201062700000040015-20100712 1
 
1.6%
Other values (52) 52
83.9%
2024-04-21T11:51:17.281463image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 836
49.9%
2 230
 
13.7%
1 189
 
11.3%
7 94
 
5.6%
6 85
 
5.1%
4 79
 
4.7%
- 62
 
3.7%
3 27
 
1.6%
8 26
 
1.6%
9 24
 
1.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1612
96.3%
Dash Punctuation 62
 
3.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 836
51.9%
2 230
 
14.3%
1 189
 
11.7%
7 94
 
5.8%
6 85
 
5.3%
4 79
 
4.9%
3 27
 
1.7%
8 26
 
1.6%
9 24
 
1.5%
5 22
 
1.4%
Dash Punctuation
ValueCountFrequency (%)
- 62
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1674
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 836
49.9%
2 230
 
13.7%
1 189
 
11.3%
7 94
 
5.6%
6 85
 
5.1%
4 79
 
4.7%
- 62
 
3.7%
3 27
 
1.6%
8 26
 
1.6%
9 24
 
1.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1674
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 836
49.9%
2 230
 
13.7%
1 189
 
11.3%
7 94
 
5.6%
6 85
 
5.1%
4 79
 
4.7%
- 62
 
3.7%
3 27
 
1.6%
8 26
 
1.6%
9 24
 
1.4%

인허가일자
Date

Distinct33
Distinct (%)53.2%
Missing0
Missing (%)0.0%
Memory size624.0 B
Minimum2010-06-03 00:00:00
Maximum2019-11-20 00:00:00
2024-04-21T11:51:17.499806image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T11:51:17.705942image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=33)

인허가취소일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing62
Missing (%)100.0%
Memory size686.0 B

영업상태구분코드
Categorical

Distinct2
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size624.0 B
1
31 
3
31 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
1 31
50.0%
3 31
50.0%

Length

2024-04-21T11:51:17.920709image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T11:51:18.086482image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 31
50.0%
3 31
50.0%

영업상태명
Categorical

Distinct2
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size624.0 B
영업/정상
31 
폐업
31 

Length

Max length5
Median length3.5
Mean length3.5
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
영업/정상 31
50.0%
폐업 31
50.0%

Length

2024-04-21T11:51:18.275686image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T11:51:18.453658image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
영업/정상 31
50.0%
폐업 31
50.0%

상세영업상태코드
Categorical

Distinct2
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size624.0 B
0
31 
1
31 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 31
50.0%
1 31
50.0%

Length

2024-04-21T11:51:18.634295image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T11:51:18.801907image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 31
50.0%
1 31
50.0%

상세영업상태명
Categorical

Distinct2
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size624.0 B
운영
31 
폐지
31 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
운영 31
50.0%
폐지 31
50.0%

Length

2024-04-21T11:51:19.033971image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T11:51:19.346894image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
운영 31
50.0%
폐지 31
50.0%

폐업일자
Date

MISSING 

Distinct31
Distinct (%)100.0%
Missing31
Missing (%)50.0%
Memory size624.0 B
Minimum2010-07-07 00:00:00
Maximum2018-04-05 00:00:00
2024-04-21T11:51:19.651358image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T11:51:20.028200image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=31)

휴업시작일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing62
Missing (%)100.0%
Memory size686.0 B

휴업종료일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing62
Missing (%)100.0%
Memory size686.0 B

재개업일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing62
Missing (%)100.0%
Memory size686.0 B

소재지전화
Real number (ℝ)

Distinct60
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.3640808 × 108
Minimum5.3252393 × 108
Maximum5.3984823 × 108
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size686.0 B
2024-04-21T11:51:20.415754image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum5.3252393 × 108
5-th percentile5.3258351 × 108
Q15.3525171 × 108
median5.3635855 × 108
Q35.3769304 × 108
95-th percentile5.3961886 × 108
Maximum5.3984823 × 108
Range7324306
Interquartile range (IQR)2441330.2

Descriptive statistics

Standard deviation2216078.8
Coefficient of variation (CV)0.00413133
Kurtosis-0.86449142
Mean5.3640808 × 108
Median Absolute Deviation (MAD)1283617.5
Skewness-0.10135274
Sum3.3257301 × 1010
Variance4.9110052 × 1012
MonotonicityNot monotonic
2024-04-21T11:51:20.875798image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
537555578 2
 
3.2%
539398847 2
 
3.2%
535591004 1
 
1.6%
535250556 1
 
1.6%
537450755 1
 
1.6%
533417080 1
 
1.6%
536347813 1
 
1.6%
536290093 1
 
1.6%
539619182 1
 
1.6%
535888886 1
 
1.6%
Other values (50) 50
80.6%
ValueCountFrequency (%)
532523927 1
1.6%
532557222 1
1.6%
532561339 1
1.6%
532564020 1
1.6%
532953838 1
1.6%
533131195 1
1.6%
533139113 1
1.6%
533201028 1
1.6%
533201286 1
1.6%
533234119 1
1.6%
ValueCountFrequency (%)
539848233 1
1.6%
539812022 1
1.6%
539627227 1
1.6%
539619182 1
1.6%
539612666 1
1.6%
539597141 1
1.6%
539555778 1
1.6%
539525080 1
1.6%
539522356 1
1.6%
539521141 1
1.6%

소재지면적
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing62
Missing (%)100.0%
Memory size686.0 B

소재지우편번호
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing62
Missing (%)100.0%
Memory size686.0 B

소재지전체주소
Text

UNIQUE 

Distinct62
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size624.0 B
2024-04-21T11:51:22.176723image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length33
Median length29
Mean length23.822581
Min length17

Characters and Unicode

Total characters1477
Distinct characters96
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique62 ?
Unique (%)100.0%

Sample

1st row대구광역시 서구 평리4동 1217번지 13호
2nd row대구광역시 동구 각산동 1034-1 효성빌딩
3rd row대구광역시 수성구 만촌동 851-8
4th row대구광역시 수성구 지산동 1160-59
5th row대구광역시 동구 신암동 593-5 우진빌딩
ValueCountFrequency (%)
대구광역시 62
 
21.2%
달서구 13
 
4.4%
동구 13
 
4.4%
북구 9
 
3.1%
서구 7
 
2.4%
수성구 7
 
2.4%
2호 6
 
2.0%
중구 6
 
2.0%
1호 5
 
1.7%
달성군 4
 
1.4%
Other values (140) 161
54.9%
2024-04-21T11:51:23.869582image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
354
24.0%
구 121
 
8.2%
대 70
 
4.7%
동 69
 
4.7%
시 64
 
4.3%
광 62
 
4.2%
역 62
 
4.2%
지 51
 
3.5%
번 49
 
3.3%
1 48
 
3.2%
Other values (86) 527
35.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 819
55.5%
Space Separator 354
24.0%
Decimal Number 285
 
19.3%
Dash Punctuation 19
 
1.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
구 121
14.8%
대 70
 
8.5%
동 69
 
8.4%
시 64
 
7.8%
광 62
 
7.6%
역 62
 
7.6%
지 51
 
6.2%
번 49
 
6.0%
호 35
 
4.3%
서 21
 
2.6%
Other values (74) 215
26.3%
Decimal Number
ValueCountFrequency (%)
1 48
16.8%
5 38
13.3%
2 37
13.0%
4 34
11.9%
3 27
9.5%
8 26
9.1%
0 21
7.4%
7 20
7.0%
6 18
 
6.3%
9 16
 
5.6%
Space Separator
ValueCountFrequency (%)
354
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 19
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 819
55.5%
Common 658
44.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
구 121
14.8%
대 70
 
8.5%
동 69
 
8.4%
시 64
 
7.8%
광 62
 
7.6%
역 62
 
7.6%
지 51
 
6.2%
번 49
 
6.0%
호 35
 
4.3%
서 21
 
2.6%
Other values (74) 215
26.3%
Common
ValueCountFrequency (%)
354
53.8%
1 48
 
7.3%
5 38
 
5.8%
2 37
 
5.6%
4 34
 
5.2%
3 27
 
4.1%
8 26
 
4.0%
0 21
 
3.2%
7 20
 
3.0%
- 19
 
2.9%
Other values (2) 34
 
5.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 819
55.5%
ASCII 658
44.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
354
53.8%
1 48
 
7.3%
5 38
 
5.8%
2 37
 
5.6%
4 34
 
5.2%
3 27
 
4.1%
8 26
 
4.0%
0 21
 
3.2%
7 20
 
3.0%
- 19
 
2.9%
Other values (2) 34
 
5.2%
Hangul
ValueCountFrequency (%)
구 121
14.8%
대 70
 
8.5%
동 69
 
8.4%
시 64
 
7.8%
광 62
 
7.6%
역 62
 
7.6%
지 51
 
6.2%
번 49
 
6.0%
호 35
 
4.3%
서 21
 
2.6%
Other values (74) 215
26.3%

도로명전체주소
Text

MISSING 

Distinct60
Distinct (%)100.0%
Missing2
Missing (%)3.2%
Memory size624.0 B
2024-04-21T11:51:25.021442image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length41
Median length32
Mean length25.516667
Min length20

Characters and Unicode

Total characters1531
Distinct characters125
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique60 ?
Unique (%)100.0%

Sample

1st row대구광역시 서구 국채보상로 264 (평리동)
2nd row대구광역시 동구 이노밸리로26길 23, 효성빌딩 2층 (각산동)
3rd row대구광역시 수성구 달구벌대로528길 16 (만촌동)
4th row대구광역시 수성구 지범로 53-8, 5층 (지산동)
5th row대구광역시 동구 아양로 39, 우진빌딩 7층 (신암동)
ValueCountFrequency (%)
대구광역시 60
 
18.8%
달서구 13
 
4.1%
동구 12
 
3.8%
달구벌대로 11
 
3.4%
북구 8
 
2.5%
수성구 7
 
2.2%
서구 7
 
2.2%
중구 6
 
1.9%
5층 4
 
1.3%
달성군 4
 
1.3%
Other values (156) 187
58.6%
2024-04-21T11:51:26.384673image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
259
16.9%
구 131
 
8.6%
대 87
 
5.7%
동 75
 
4.9%
시 62
 
4.0%
로 61
 
4.0%
광 60
 
3.9%
역 60
 
3.9%
( 56
 
3.7%
) 56
 
3.7%
Other values (115) 624
40.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 923
60.3%
Space Separator 259
 
16.9%
Decimal Number 215
 
14.0%
Open Punctuation 56
 
3.7%
Close Punctuation 56
 
3.7%
Other Punctuation 18
 
1.2%
Dash Punctuation 4
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
구 131
14.2%
대 87
 
9.4%
동 75
 
8.1%
시 62
 
6.7%
로 61
 
6.6%
광 60
 
6.5%
역 60
 
6.5%
달 33
 
3.6%
서 26
 
2.8%
성 16
 
1.7%
Other values (100) 312
33.8%
Decimal Number
ValueCountFrequency (%)
2 36
16.7%
1 34
15.8%
4 23
10.7%
3 23
10.7%
5 22
10.2%
6 20
9.3%
0 16
7.4%
7 16
7.4%
8 16
7.4%
9 9
 
4.2%
Space Separator
ValueCountFrequency (%)
259
100.0%
Open Punctuation
ValueCountFrequency (%)
( 56
100.0%
Close Punctuation
ValueCountFrequency (%)
) 56
100.0%
Other Punctuation
ValueCountFrequency (%)
, 18
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 923
60.3%
Common 608
39.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
구 131
14.2%
대 87
 
9.4%
동 75
 
8.1%
시 62
 
6.7%
로 61
 
6.6%
광 60
 
6.5%
역 60
 
6.5%
달 33
 
3.6%
서 26
 
2.8%
성 16
 
1.7%
Other values (100) 312
33.8%
Common
ValueCountFrequency (%)
259
42.6%
( 56
 
9.2%
) 56
 
9.2%
2 36
 
5.9%
1 34
 
5.6%
4 23
 
3.8%
3 23
 
3.8%
5 22
 
3.6%
6 20
 
3.3%
, 18
 
3.0%
Other values (5) 61
 
10.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 923
60.3%
ASCII 608
39.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
259
42.6%
( 56
 
9.2%
) 56
 
9.2%
2 36
 
5.9%
1 34
 
5.6%
4 23
 
3.8%
3 23
 
3.8%
5 22
 
3.6%
6 20
 
3.3%
, 18
 
3.0%
Other values (5) 61
 
10.0%
Hangul
ValueCountFrequency (%)
구 131
14.2%
대 87
 
9.4%
동 75
 
8.1%
시 62
 
6.7%
로 61
 
6.6%
광 60
 
6.5%
역 60
 
6.5%
달 33
 
3.6%
서 26
 
2.8%
성 16
 
1.7%
Other values (100) 312
33.8%

도로명우편번호
Real number (ℝ)

MISSING 

Distinct8
Distinct (%)26.7%
Missing32
Missing (%)51.6%
Infinite0
Infinite (%)0.0%
Mean27254
Minimum27110
Maximum27710
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size686.0 B
2024-04-21T11:51:26.579808image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum27110
5-th percentile27123.5
Q127140
median27215
Q327290
95-th percentile27710
Maximum27710
Range600
Interquartile range (IQR)150

Descriptive statistics

Standard deviation166.45596
Coefficient of variation (CV)0.006107579
Kurtosis3.9575074
Mean27254
Median Absolute Deviation (MAD)75
Skewness2.1247888
Sum817620
Variance27707.586
MonotonicityNot monotonic
2024-04-21T11:51:26.769415image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
27140 7
 
11.3%
27290 6
 
9.7%
27170 5
 
8.1%
27260 4
 
6.5%
27710 3
 
4.8%
27230 2
 
3.2%
27110 2
 
3.2%
27200 1
 
1.6%
(Missing) 32
51.6%
ValueCountFrequency (%)
27110 2
 
3.2%
27140 7
11.3%
27170 5
8.1%
27200 1
 
1.6%
27230 2
 
3.2%
27260 4
6.5%
27290 6
9.7%
27710 3
4.8%
ValueCountFrequency (%)
27710 3
4.8%
27290 6
9.7%
27260 4
6.5%
27230 2
 
3.2%
27200 1
 
1.6%
27170 5
8.1%
27140 7
11.3%
27110 2
 
3.2%

사업장명
Text

Distinct61
Distinct (%)98.4%
Missing0
Missing (%)0.0%
Memory size624.0 B
2024-04-21T11:51:27.515556image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length22
Median length21.5
Mean length12.241935
Min length10

Characters and Unicode

Total characters759
Distinct characters108
Distinct categories4 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique60 ?
Unique (%)96.8%

Sample

1st row영남간호학원부설요양보호사교육원
2nd row혁신1요양보호사교육원
3rd row수성대학교부설요양보호사교육원장
4th row지산요양보호사교육원
5th row섬기미요양보호사교육원
ValueCountFrequency (%)
요양보호사교육원 5
 
7.2%
진명요양보호사교육원 2
 
2.9%
초심요양보호사교육원 1
 
1.4%
중앙요양보호사교육원 1
 
1.4%
엘레오스요양보호사교육원 1
 
1.4%
영남북부요양보호사교육원 1
 
1.4%
진천요양보호사교육원 1
 
1.4%
대구ywca부설요양보호사교육원 1
 
1.4%
동구요양보호사교육원 1
 
1.4%
대한간호학원부설 1
 
1.4%
Other values (54) 54
78.3%
2024-04-21T11:51:28.496708image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
원 69
 
9.1%
교 69
 
9.1%
사 67
 
8.8%
호 66
 
8.7%
육 64
 
8.4%
보 63
 
8.3%
요 62
 
8.2%
양 62
 
8.2%
대 23
 
3.0%
구 14
 
1.8%
Other values (98) 200
26.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 745
98.2%
Space Separator 7
 
0.9%
Uppercase Letter 6
 
0.8%
Decimal Number 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 69
 
9.3%
교 69
 
9.3%
사 67
 
9.0%
호 66
 
8.9%
육 64
 
8.6%
보 63
 
8.5%
요 62
 
8.3%
양 62
 
8.3%
대 23
 
3.1%
구 14
 
1.9%
Other values (90) 186
25.0%
Uppercase Letter
ValueCountFrequency (%)
M 1
16.7%
G 1
16.7%
Y 1
16.7%
W 1
16.7%
C 1
16.7%
A 1
16.7%
Space Separator
ValueCountFrequency (%)
7
100.0%
Decimal Number
ValueCountFrequency (%)
1 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 745
98.2%
Common 8
 
1.1%
Latin 6
 
0.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 69
 
9.3%
교 69
 
9.3%
사 67
 
9.0%
호 66
 
8.9%
육 64
 
8.6%
보 63
 
8.5%
요 62
 
8.3%
양 62
 
8.3%
대 23
 
3.1%
구 14
 
1.9%
Other values (90) 186
25.0%
Latin
ValueCountFrequency (%)
M 1
16.7%
G 1
16.7%
Y 1
16.7%
W 1
16.7%
C 1
16.7%
A 1
16.7%
Common
ValueCountFrequency (%)
7
87.5%
1 1
 
12.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 745
98.2%
ASCII 14
 
1.8%

Most frequent character per block

Hangul
ValueCountFrequency (%)
원 69
 
9.3%
교 69
 
9.3%
사 67
 
9.0%
호 66
 
8.9%
육 64
 
8.6%
보 63
 
8.5%
요 62
 
8.3%
양 62
 
8.3%
대 23
 
3.1%
구 14
 
1.9%
Other values (90) 186
25.0%
ASCII
ValueCountFrequency (%)
7
50.0%
M 1
 
7.1%
G 1
 
7.1%
1 1
 
7.1%
Y 1
 
7.1%
W 1
 
7.1%
C 1
 
7.1%
A 1
 
7.1%

최종수정시점
Date

UNIQUE 

Distinct62
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size624.0 B
Minimum2011-10-31 09:56:02
Maximum2023-05-25 16:01:36
2024-04-21T11:51:28.736811image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T11:51:28.981646image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct2
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size624.0 B
I
32 
U
30 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
I 32
51.6%
U 30
48.4%

Length

2024-04-21T11:51:29.214478image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T11:51:29.381152image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
i 32
51.6%
u 30
48.4%

데이터갱신일자
Date

Distinct27
Distinct (%)43.5%
Missing0
Missing (%)0.0%
Memory size624.0 B
Minimum2018-08-31 23:59:59
Maximum2023-05-28 02:40:00
2024-04-21T11:51:29.541965image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T11:51:29.756813image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=27)

업태구분명
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing62
Missing (%)100.0%
Memory size686.0 B

좌표정보(X)
Real number (ℝ)

MISSING 

Distinct51
Distinct (%)100.0%
Missing11
Missing (%)17.7%
Infinite0
Infinite (%)0.0%
Mean343230.25
Minimum330171.96
Maximum354646.87
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size686.0 B
2024-04-21T11:51:30.003484image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum330171.96
5-th percentile335133.99
Q1339981.89
median342785.97
Q3346685.3
95-th percentile353061.45
Maximum354646.87
Range24474.915
Interquartile range (IQR)6703.4165

Descriptive statistics

Standard deviation5427.184
Coefficient of variation (CV)0.01581208
Kurtosis0.07294674
Mean343230.25
Median Absolute Deviation (MAD)3101.0726
Skewness0.082074951
Sum17504743
Variance29454326
MonotonicityNot monotonic
2024-04-21T11:51:30.559824image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
354646.872204522 1
 
1.6%
353773.579110807 1
 
1.6%
332174.655720047 1
 
1.6%
330171.957223051 1
 
1.6%
344397.008119195 1
 
1.6%
346984.268417669 1
 
1.6%
346971.046144383 1
 
1.6%
342690.448059121 1
 
1.6%
345209.026923955 1
 
1.6%
347570.164311418 1
 
1.6%
Other values (41) 41
66.1%
(Missing) 11
 
17.7%
ValueCountFrequency (%)
330171.957223051 1
1.6%
332174.655720047 1
1.6%
334608.392591771 1
1.6%
335659.58156696 1
1.6%
335798.065946087 1
1.6%
336254.293551244 1
1.6%
337727.868406505 1
1.6%
338451.367969223 1
1.6%
338755.615991346 1
1.6%
339155.836777199 1
1.6%
ValueCountFrequency (%)
354646.872204522 1
1.6%
353773.579110807 1
1.6%
353153.647607486 1
1.6%
352969.246205054 1
1.6%
352877.432494478 1
1.6%
350719.016434695 1
1.6%
350381.105340231 1
1.6%
347900.626196049 1
1.6%
347570.164311418 1
1.6%
347097.831813036 1
1.6%

좌표정보(Y)
Real number (ℝ)

MISSING 

Distinct51
Distinct (%)100.0%
Missing11
Missing (%)17.7%
Infinite0
Infinite (%)0.0%
Mean263510.66
Minimum244870.43
Maximum271808.18
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size686.0 B
2024-04-21T11:51:30.983572image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum244870.43
5-th percentile257637.95
Q1262222.37
median263863.6
Q3265327.61
95-th percentile269331.98
Maximum271808.18
Range26937.747
Interquartile range (IQR)3105.2352

Descriptive statistics

Standard deviation3986.6285
Coefficient of variation (CV)0.015128908
Kurtosis9.0658413
Mean263510.66
Median Absolute Deviation (MAD)1558.5524
Skewness-1.8486166
Sum13439043
Variance15893207
MonotonicityNot monotonic
2024-04-21T11:51:31.443142image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
265614.694082353 1
 
1.6%
264977.020735774 1
 
1.6%
263177.257885108 1
 
1.6%
244870.429000905 1
 
1.6%
263942.811211667 1
 
1.6%
265282.301232612 1
 
1.6%
265744.422597882 1
 
1.6%
261078.394208697 1
 
1.6%
260921.194853755 1
 
1.6%
263269.533203167 1
 
1.6%
Other values (41) 41
66.1%
(Missing) 11
 
17.7%
ValueCountFrequency (%)
244870.429000905 1
1.6%
257133.181404594 1
1.6%
257148.656334753 1
1.6%
258127.250702509 1
1.6%
259706.96915619 1
1.6%
260780.257310267 1
1.6%
260817.193931334 1
1.6%
260921.194853755 1
1.6%
260967.7180447 1
1.6%
261078.394208697 1
1.6%
ValueCountFrequency (%)
271808.175858601 1
1.6%
271060.967954513 1
1.6%
270978.841723686 1
1.6%
267685.117047812 1
1.6%
267409.500843162 1
1.6%
266459.610194452 1
1.6%
266373.010990849 1
1.6%
265868.677682431 1
1.6%
265744.422597882 1
1.6%
265731.54971106 1
1.6%

보유자격증명
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing62
Missing (%)100.0%
Memory size686.0 B

국비지원여부
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing62
Missing (%)100.0%
Memory size686.0 B

담당직원내용
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing62
Missing (%)100.0%
Memory size686.0 B

삭제일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing62
Missing (%)100.0%
Memory size686.0 B

Sample

번호개방서비스명개방서비스아이디개방자치단체코드관리번호인허가일자인허가취소일자영업상태구분코드영업상태명상세영업상태코드상세영업상태명폐업일자휴업시작일자휴업종료일자재개업일자소재지전화소재지면적소재지우편번호소재지전체주소도로명전체주소도로명우편번호사업장명최종수정시점데이터갱신구분데이터갱신일자업태구분명좌표정보(X)좌표정보(Y)보유자격증명국비지원여부담당직원내용삭제일자
01요양보호사교육기관11_49_01_P6270000201062700000040006-201006112010-06-11<NA>1영업/정상0운영<NA><NA><NA><NA>535591004<NA><NA>대구광역시 서구 평리4동 1217번지 13호대구광역시 서구 국채보상로 264 (평리동)<NA>영남간호학원부설요양보호사교육원2020-07-03 09:26:32U2020-07-05 02:40:00<NA>340812.073007264557.264382<NA><NA><NA><NA>
12요양보호사교육기관11_49_01_P6270000201962700000040001-201911202019-11-20<NA>1영업/정상0운영<NA><NA><NA><NA>537194086<NA><NA>대구광역시 동구 각산동 1034-1 효성빌딩대구광역시 동구 이노밸리로26길 23, 효성빌딩 2층 (각산동)27140혁신1요양보호사교육원2019-11-20 17:53:21I2019-11-22 00:23:20<NA>354646.872205265614.694082<NA><NA><NA><NA>
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34요양보호사교육기관11_49_01_P6270000201162700000040060-201102222011-02-22<NA>1영업/정상0운영<NA><NA><NA><NA>537840731<NA><NA>대구광역시 수성구 지산동 1160-59대구광역시 수성구 지범로 53-8, 5층 (지산동)27260지산요양보호사교육원2021-03-10 11:40:13U2021-03-12 02:40:00<NA>347097.831813259706.969156<NA><NA><NA><NA>
45요양보호사교육기관11_49_01_P6270000201062700000040001-201006032010-06-03<NA>1영업/정상0운영<NA><NA><NA><NA>539521141<NA><NA>대구광역시 동구 신암동 593-5 우진빌딩대구광역시 동구 아양로 39, 우진빌딩 7층 (신암동)<NA>섬기미요양보호사교육원2021-11-18 16:05:21U2021-11-20 02:40:00<NA><NA><NA><NA><NA><NA><NA>
56요양보호사교육기관11_49_01_P6270000201062700000040003-201006072010-06-07<NA>1영업/정상0운영<NA><NA><NA><NA>535255155<NA><NA>대구광역시 서구 비산4동 335번지 2호대구광역시 서구 국채보상로 354-1 (비산동)<NA>대경요양보호사교육원2021-04-16 09:20:16U2021-04-18 02:40:00<NA>341700.077606264674.587855<NA><NA><NA><NA>
67요양보호사교육기관11_49_01_P6270000201062700000040004-201006092010-06-09<NA>1영업/정상0운영<NA><NA><NA><NA>532561339<NA><NA>대구광역시 중구 남산2동 536번지대구광역시 중구 달구벌대로 2076 (남산동)<NA>경북베델요양보호사교육원2022-04-25 14:34:27U2022-04-27 02:40:00<NA>343600.303223263999.184718<NA><NA><NA><NA>
78요양보호사교육기관11_49_01_P6270000201062700000040010-201006282010-06-28<NA>1영업/정상0운영<NA><NA><NA><NA>539525080<NA><NA>대구광역시 동구 신천동 522-3대구광역시 동구 동부로 40 (신천동)<NA>신암요양보호사교육원2021-04-16 10:35:38U2021-04-18 02:40:00<NA><NA><NA><NA><NA><NA><NA>
89요양보호사교육기관11_49_01_P6270000201062700000040014-201007062010-07-06<NA>1영업/정상0운영<NA><NA><NA><NA>533131195<NA><NA>대구광역시 북구 읍내동 947-4대구광역시 북구 칠곡중앙대로 508, 2층 (읍내동)<NA>대한요양보호사교육원2020-07-03 10:12:42U2020-07-05 02:40:00<NA><NA><NA><NA><NA><NA><NA>
910요양보호사교육기관11_49_01_P6270000201062700000040016-201007122010-07-12<NA>1영업/정상0운영<NA><NA><NA><NA>539522356<NA><NA>대구광역시 동구 신암2동 1289번지 20호대구광역시 동구 신암로14길 3 (신암동)<NA>다사랑요양보호사교육원2021-10-07 18:35:44U2021-10-09 02:40:00<NA>345197.316459265372.913323<NA><NA><NA><NA>
번호개방서비스명개방서비스아이디개방자치단체코드관리번호인허가일자인허가취소일자영업상태구분코드영업상태명상세영업상태코드상세영업상태명폐업일자휴업시작일자휴업종료일자재개업일자소재지전화소재지면적소재지우편번호소재지전체주소도로명전체주소도로명우편번호사업장명최종수정시점데이터갱신구분데이터갱신일자업태구분명좌표정보(X)좌표정보(Y)보유자격증명국비지원여부담당직원내용삭제일자
5253요양보호사교육기관11_49_01_P6270000201062700000040051-201009272010-09-27<NA>3폐업1폐지2012-02-29<NA><NA><NA>535727755<NA><NA>대구광역시 서구 비산동 440번지 3호대구광역시 서구 달서로 137 (비산동)27170한마음요양보호사교육원2011-10-31 10:14:45I2018-08-31 23:59:59<NA>341789.647134264946.609756<NA><NA><NA><NA>
5354요양보호사교육기관11_49_01_P6270000201062700000040055-201010112010-10-11<NA>3폐업1폐지2011-01-13<NA><NA><NA>535917272<NA><NA>대구광역시 달서구 신당동 321번지 87호대구광역시 달서구 달구벌대로 1184 (신당동)27290성서인성요양보호사교육원2011-10-31 10:03:22I2018-08-31 23:59:59<NA>347094.706652263271.664853<NA><NA><NA><NA>
5455요양보호사교육기관11_49_01_P6270000201062700000040056-201010182010-10-18<NA>3폐업1폐지2011-06-16<NA><NA><NA>535517006<NA><NA>대구광역시 서구 내당동 458번지 55호대구광역시 서구 달구벌대로 1669 (내당동)27170광장요양보호사교육원2011-10-31 09:58:53I2018-08-31 23:59:59<NA>339796.476961262720.755306<NA><NA><NA><NA>
5556요양보호사교육기관11_49_01_P6270000201062700000040057-201010192010-10-19<NA>3폐업1폐지2011-11-30<NA><NA><NA>535732455<NA><NA>대구광역시 중구 남산2동 937번지 1호대구광역시 중구 달구벌대로 2088 (남산동)27110대한적십자사대구지사 요양보호사교육원2011-10-31 09:56:02I2018-08-31 23:59:59<NA>343680.0386263980.297093<NA><NA><NA><NA>
5657요양보호사교육기관11_49_01_P6270000201062700000040059-201012102010-12-10<NA>3폐업1폐지2012-09-20<NA><NA><NA>539398847<NA><NA>대구광역시 동구 신암5동 1544번지 1호대구광역시 동구 아양로49길 2 (신암동)27140진명요양보호사교육원2012-01-06 11:22:39I2018-08-31 23:59:59<NA>347900.626196266459.610194<NA><NA><NA><NA>
5758요양보호사교육기관11_49_01_P6270000201062700000040044-201008302010-08-30<NA>3폐업1폐지2012-09-21<NA><NA><NA>536511588<NA><NA>대구광역시 달서구 두류동 489-6번지대구광역시 달서구 달구벌대로 1726-16 (두류동)27290영남요양보호사교육원2011-10-31 10:28:10I2018-08-31 23:59:59<NA>340343.077953262853.732335<NA><NA><NA><NA>
5859요양보호사교육기관11_49_01_P6270000201062700000040043-201008302010-08-30<NA>3폐업1폐지2014-02-27<NA><NA><NA>536557337<NA><NA>대구광역시 서구 평리4동 1362번지 3호대구광역시 서구 서대구로 78 (평리동)27170리더스요양보호사교육원2014-03-17 08:54:43I2018-08-31 23:59:59<NA>340504.495486263863.595791<NA><NA><NA><NA>
5960요양보호사교육기관11_49_01_P6270000201062700000040028-201008112010-08-11<NA>3폐업1폐지2012-03-27<NA><NA><NA>536217756<NA><NA>대구광역시 달서구 성당1동 81번지 77호대구광역시 달서구 두류공원로28길 49 (성당동)27290성당요양보호사교육원2012-01-12 13:28:35I2018-08-31 23:59:59<NA>341661.063534262095.156079<NA><NA><NA><NA>
6061요양보호사교육기관11_49_01_P6270000201062700000040019-201007192010-07-19<NA>3폐업1폐지2012-03-30<NA><NA><NA>535218999<NA><NA>대구광역시 서구 평리1동 856번지 7호대구광역시 서구 문화로 283 (평리동)27170MG요양보호사교육원2012-01-17 13:44:10I2018-08-31 23:59:59<NA>341147.194089265114.92676<NA><NA><NA><NA>
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