Overview

Dataset statistics

Number of variables27
Number of observations384
Missing cells3072
Missing cells (%)29.6%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory87.1 KiB
Average record size in memory232.3 B

Variable types

Categorical6
Numeric8
Text3
Unsupported8
DateTime2

Dataset

Description경상남도 양산시 운영중인 어린이집 공공데이터입니다. 어린이집 유형, 주소, 통학차량, 연장보육반운영, 인증평가참여, 보육교직원현원, 정원, 보육실수 등을 확인할 수 있습니다.
Author경상남도 양산시
URLhttps://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=3040402

Alerts

시도명 has constant value ""Constant
시군구명 has constant value ""Constant
데이터기준일자 has constant value ""Constant
운영현황 is highly imbalanced (95.4%)Imbalance
제공서비스 is highly imbalanced (78.8%)Imbalance
어린이집팩스번호 has 384 (100.0%) missing valuesMissing
홈페이지주소 has 384 (100.0%) missing valuesMissing
보육실수 has 384 (100.0%) missing valuesMissing
놀이터수 has 384 (100.0%) missing valuesMissing
CCTV설치수 has 384 (100.0%) missing valuesMissing
휴지시작일자 has 384 (100.0%) missing valuesMissing
휴지종료일자 has 384 (100.0%) missing valuesMissing
폐지일자 has 384 (100.0%) missing valuesMissing
어린이집코드 has unique valuesUnique
어린이집명 has unique valuesUnique
어린이집팩스번호 is an unsupported type, check if it needs cleaning or further analysisUnsupported
홈페이지주소 is an unsupported type, check if it needs cleaning or further analysisUnsupported
보육실수 is an unsupported type, check if it needs cleaning or further analysisUnsupported
놀이터수 is an unsupported type, check if it needs cleaning or further analysisUnsupported
CCTV설치수 is an unsupported type, check if it needs cleaning or further analysisUnsupported
휴지시작일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
휴지종료일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
폐지일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
현원수 has 6 (1.6%) zerosZeros

Reproduction

Analysis started2024-04-17 18:12:10.335523
Analysis finished2024-04-17 18:12:10.705713
Duration0.37 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
경상남도
384 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
경상남도 384
100.0%

Length

2024-04-18T03:12:10.750219image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T03:12:10.818003image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경상남도 384
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
양산시
384 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
양산시 384
100.0%

Length

2024-04-18T03:12:10.898596image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T03:12:10.986960image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
양산시 384
100.0%

어린이집코드
Real number (ℝ)

UNIQUE 

Distinct384
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.5649958 × 109
Minimum1.0280023 × 109
Maximum8.9580002 × 109
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.5 KiB
2024-04-18T03:12:11.073472image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1.0280023 × 109
5-th percentile1.7975011 × 109
Q14.8455005 × 109
median6.2180127 × 109
Q36.2180235 × 109
95-th percentile8.1050007 × 109
Maximum8.9580002 × 109
Range7.9299979 × 109
Interquartile range (IQR)1.3725231 × 109

Descriptive statistics

Standard deviation1.7456244 × 109
Coefficient of variation (CV)0.31367937
Kurtosis0.4023717
Mean5.5649958 × 109
Median Absolute Deviation (MAD)195781
Skewness-0.9486046
Sum2.1369584 × 1012
Variance3.0472045 × 1018
MonotonicityNot monotonic
2024-04-18T03:12:11.211881image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
6218007762 1
 
0.3%
5038023993 1
 
0.3%
2478001008 1
 
0.3%
6218210301 1
 
0.3%
6218209968 1
 
0.3%
4048033632 1
 
0.3%
6068018654 1
 
0.3%
4918000644 1
 
0.3%
6218019273 1
 
0.3%
6218008266 1
 
0.3%
Other values (374) 374
97.4%
ValueCountFrequency (%)
1028002271 1
0.3%
1048005615 1
0.3%
1108016101 1
0.3%
1138014836 1
0.3%
1168002120 1
0.3%
1208015828 1
0.3%
1230012345 1
0.3%
1238061317 1
0.3%
1288289750 1
0.3%
1298045300 1
0.3%
ValueCountFrequency (%)
8958000166 1
0.3%
8848000623 1
0.3%
8818000774 1
0.3%
8758000779 1
0.3%
8718000909 1
0.3%
8698001133 1
0.3%
8688001464 1
0.3%
8608000821 1
0.3%
8558000848 1
0.3%
8538000202 1
0.3%

어린이집명
Text

UNIQUE 

Distinct384
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
2024-04-18T03:12:11.420162image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length21
Median length20
Mean length7.7369792
Min length5

Characters and Unicode

Total characters2971
Distinct characters305
Distinct categories9 ?
Distinct scripts4 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique384 ?
Unique (%)100.0%

Sample

1st rowEG꿈나무어린이집
2nd rowI-빌리지어린이집
3rd rowLH어린이집
4th rowL해바라기어린이집
5th rowN젤어린이집
ValueCountFrequency (%)
어린이집 2
 
0.5%
부영사랑으로어린이집 2
 
0.5%
양우조아어린이집 1
 
0.3%
엘림어린이집 1
 
0.3%
엔젤어린이집 1
 
0.3%
엔젤i어린이집 1
 
0.3%
에코맘어린이집 1
 
0.3%
에덴어린이집 1
 
0.3%
엄마맘어린이집 1
 
0.3%
어곡새싹어린이집 1
 
0.3%
Other values (381) 381
96.9%
2024-04-18T03:12:11.717114image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
이 437
 
14.7%
어 391
 
13.2%
린 390
 
13.1%
집 385
 
13.0%
아 51
 
1.7%
사 31
 
1.0%
리 30
 
1.0%
랑 27
 
0.9%
나 27
 
0.9%
지 24
 
0.8%
Other values (295) 1178
39.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2928
98.6%
Uppercase Letter 15
 
0.5%
Space Separator 9
 
0.3%
Lowercase Letter 7
 
0.2%
Decimal Number 5
 
0.2%
Dash Punctuation 2
 
0.1%
Close Punctuation 2
 
0.1%
Open Punctuation 2
 
0.1%
Other Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 437
 
14.9%
어 391
 
13.4%
린 390
 
13.3%
집 385
 
13.1%
아 51
 
1.7%
사 31
 
1.1%
리 30
 
1.0%
랑 27
 
0.9%
나 27
 
0.9%
지 24
 
0.8%
Other values (275) 1135
38.8%
Uppercase Letter
ValueCountFrequency (%)
E 3
20.0%
I 2
13.3%
Q 2
13.3%
L 2
13.3%
H 1
 
6.7%
N 1
 
6.7%
B 1
 
6.7%
J 1
 
6.7%
G 1
 
6.7%
U 1
 
6.7%
Decimal Number
ValueCountFrequency (%)
2 2
40.0%
1 2
40.0%
5 1
20.0%
Lowercase Letter
ValueCountFrequency (%)
i 5
71.4%
e 2
 
28.6%
Space Separator
ValueCountFrequency (%)
9
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%
Close Punctuation
ValueCountFrequency (%)
) 2
100.0%
Open Punctuation
ValueCountFrequency (%)
( 2
100.0%
Other Punctuation
ValueCountFrequency (%)
& 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2926
98.5%
Latin 22
 
0.7%
Common 21
 
0.7%
Han 2
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 437
 
14.9%
어 391
 
13.4%
린 390
 
13.3%
집 385
 
13.2%
아 51
 
1.7%
사 31
 
1.1%
리 30
 
1.0%
랑 27
 
0.9%
나 27
 
0.9%
지 24
 
0.8%
Other values (274) 1133
38.7%
Latin
ValueCountFrequency (%)
i 5
22.7%
E 3
13.6%
I 2
 
9.1%
e 2
 
9.1%
Q 2
 
9.1%
L 2
 
9.1%
H 1
 
4.5%
N 1
 
4.5%
B 1
 
4.5%
J 1
 
4.5%
Other values (2) 2
 
9.1%
Common
ValueCountFrequency (%)
9
42.9%
- 2
 
9.5%
2 2
 
9.5%
1 2
 
9.5%
) 2
 
9.5%
( 2
 
9.5%
5 1
 
4.8%
& 1
 
4.8%
Han
ValueCountFrequency (%)
前 2
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2926
98.5%
ASCII 43
 
1.4%
CJK 2
 
0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
이 437
 
14.9%
어 391
 
13.4%
린 390
 
13.3%
집 385
 
13.2%
아 51
 
1.7%
사 31
 
1.1%
리 30
 
1.0%
랑 27
 
0.9%
나 27
 
0.9%
지 24
 
0.8%
Other values (274) 1133
38.7%
ASCII
ValueCountFrequency (%)
9
20.9%
i 5
11.6%
E 3
 
7.0%
- 2
 
4.7%
2 2
 
4.7%
I 2
 
4.7%
e 2
 
4.7%
Q 2
 
4.7%
1 2
 
4.7%
) 2
 
4.7%
Other values (10) 12
27.9%
CJK
ValueCountFrequency (%)
前 2
100.0%

어린이집유형구분
Categorical

Distinct7
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
가정
224 
민간
127 
국공립
 
15
사회복지법인
 
11
직장
 
3
Other values (2)
 
4

Length

Max length6
Median length2
Mean length2.1614583
Min length2

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row가정
2nd row민간
3rd row민간
4th row가정
5th row직장

Common Values

ValueCountFrequency (%)
가정 224
58.3%
민간 127
33.1%
국공립 15
 
3.9%
사회복지법인 11
 
2.9%
직장 3
 
0.8%
협동 3
 
0.8%
법인·단체 1
 
0.3%

Length

2024-04-18T03:12:11.837785image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T03:12:11.959420image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
가정 224
58.3%
민간 127
33.1%
국공립 15
 
3.9%
사회복지법인 11
 
2.9%
직장 3
 
0.8%
협동 3
 
0.8%
법인·단체 1
 
0.3%

운영현황
Categorical

IMBALANCE 

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
Y
381 
R
 
2
D
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)0.3%

Sample

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

Common Values

ValueCountFrequency (%)
Y 381
99.2%
R 2
 
0.5%
D 1
 
0.3%

Length

2024-04-18T03:12:12.058497image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T03:12:12.131551image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
y 381
99.2%
r 2
 
0.5%
d 1
 
0.3%

우편번호
Real number (ℝ)

Distinct95
Distinct (%)24.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean50602.609
Minimum50502
Maximum50658
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.5 KiB
2024-04-18T03:12:12.216200image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum50502
5-th percentile50524.15
Q150563.75
median50608
Q350649
95-th percentile50655
Maximum50658
Range156
Interquartile range (IQR)85.25

Descriptive statistics

Standard deviation45.431882
Coefficient of variation (CV)0.00089781698
Kurtosis-1.0278958
Mean50602.609
Median Absolute Deviation (MAD)41
Skewness-0.50983936
Sum19431402
Variance2064.0559
MonotonicityNot monotonic
2024-04-18T03:12:12.536138image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
50654 20
 
5.2%
50655 16
 
4.2%
50651 13
 
3.4%
50653 13
 
3.4%
50613 11
 
2.9%
50638 11
 
2.9%
50649 11
 
2.9%
50634 10
 
2.6%
50547 10
 
2.6%
50609 9
 
2.3%
Other values (85) 260
67.7%
ValueCountFrequency (%)
50502 1
 
0.3%
50503 1
 
0.3%
50512 2
 
0.5%
50514 7
1.8%
50515 1
 
0.3%
50516 1
 
0.3%
50517 3
0.8%
50518 1
 
0.3%
50519 2
 
0.5%
50524 1
 
0.3%
ValueCountFrequency (%)
50658 6
 
1.6%
50656 7
 
1.8%
50655 16
4.2%
50654 20
5.2%
50653 13
3.4%
50652 9
2.3%
50651 13
3.4%
50650 8
 
2.1%
50649 11
2.9%
50642 1
 
0.3%

상세주소
Text

Distinct383
Distinct (%)99.7%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
2024-04-18T03:12:12.734582image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length47
Median length40
Mean length34.606771
Min length15

Characters and Unicode

Total characters13289
Distinct characters227
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

Unique382 ?
Unique (%)99.5%

Sample

1st row경상남도 양산시 동면 금오16길 100 310동 103호(이지3차)
2nd row경상남도 양산시 평산중앙4길 24 (평산동)
3rd row경상남도 양산시 배움터길 11 휴먼시아아파트 관리동
4th row경상남도 양산시 물금읍 초장길 22-9 .
5th row경상남도 양산시 물금읍 오봉로 192 넥센사원아파트 관리동내
ValueCountFrequency (%)
경상남도 384
 
15.2%
양산시 384
 
15.2%
물금읍 149
 
5.9%
동면 48
 
1.9%
양주로 39
 
1.5%
물금로 35
 
1.4%
관리동 30
 
1.2%
신주로 22
 
0.9%
105동 21
 
0.8%
11 19
 
0.8%
Other values (647) 1401
55.3%
2024-04-18T03:12:13.055360image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2150
 
16.2%
1 848
 
6.4%
동 534
 
4.0%
산 498
 
3.7%
양 487
 
3.7%
0 476
 
3.6%
남 427
 
3.2%
상 418
 
3.1%
도 412
 
3.1%
시 407
 
3.1%
Other values (217) 6632
49.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 7861
59.2%
Decimal Number 2540
 
19.1%
Space Separator 2150
 
16.2%
Open Punctuation 269
 
2.0%
Close Punctuation 269
 
2.0%
Other Punctuation 133
 
1.0%
Dash Punctuation 38
 
0.3%
Uppercase Letter 16
 
0.1%
Lowercase Letter 13
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 534
 
6.8%
산 498
 
6.3%
양 487
 
6.2%
남 427
 
5.4%
상 418
 
5.3%
도 412
 
5.2%
시 407
 
5.2%
경 389
 
4.9%
로 257
 
3.3%
호 255
 
3.2%
Other values (196) 3777
48.0%
Decimal Number
ValueCountFrequency (%)
1 848
33.4%
0 476
18.7%
2 246
 
9.7%
3 206
 
8.1%
5 167
 
6.6%
6 155
 
6.1%
4 148
 
5.8%
7 117
 
4.6%
9 93
 
3.7%
8 84
 
3.3%
Uppercase Letter
ValueCountFrequency (%)
A 9
56.2%
H 3
 
18.8%
L 3
 
18.8%
E 1
 
6.2%
Other Punctuation
ValueCountFrequency (%)
, 130
97.7%
. 3
 
2.3%
Space Separator
ValueCountFrequency (%)
2150
100.0%
Open Punctuation
ValueCountFrequency (%)
( 269
100.0%
Close Punctuation
ValueCountFrequency (%)
) 269
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 38
100.0%
Lowercase Letter
ValueCountFrequency (%)
e 13
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 7861
59.2%
Common 5399
40.6%
Latin 29
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 534
 
6.8%
산 498
 
6.3%
양 487
 
6.2%
남 427
 
5.4%
상 418
 
5.3%
도 412
 
5.2%
시 407
 
5.2%
경 389
 
4.9%
로 257
 
3.3%
호 255
 
3.2%
Other values (196) 3777
48.0%
Common
ValueCountFrequency (%)
2150
39.8%
1 848
 
15.7%
0 476
 
8.8%
( 269
 
5.0%
) 269
 
5.0%
2 246
 
4.6%
3 206
 
3.8%
5 167
 
3.1%
6 155
 
2.9%
4 148
 
2.7%
Other values (6) 465
 
8.6%
Latin
ValueCountFrequency (%)
e 13
44.8%
A 9
31.0%
H 3
 
10.3%
L 3
 
10.3%
E 1
 
3.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 7861
59.2%
ASCII 5428
40.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2150
39.6%
1 848
 
15.6%
0 476
 
8.8%
( 269
 
5.0%
) 269
 
5.0%
2 246
 
4.5%
3 206
 
3.8%
5 167
 
3.1%
6 155
 
2.9%
4 148
 
2.7%
Other values (11) 494
 
9.1%
Hangul
ValueCountFrequency (%)
동 534
 
6.8%
산 498
 
6.3%
양 487
 
6.2%
남 427
 
5.4%
상 418
 
5.3%
도 412
 
5.2%
시 407
 
5.2%
경 389
 
4.9%
로 257
 
3.3%
호 255
 
3.2%
Other values (196) 3777
48.0%

어린이집전화번호
Text

Distinct382
Distinct (%)99.5%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
2024-04-18T03:12:13.254089image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length12.046875
Min length12

Characters and Unicode

Total characters4626
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

Unique380 ?
Unique (%)99.0%

Sample

1st row070-8623-2030
2nd row055-363-0613
3rd row055-363-7505
4th row055-366-4657
5th row055-362-5180
ValueCountFrequency (%)
055-363-3531 2
 
0.5%
055-385-8085 2
 
0.5%
055-385-0497 1
 
0.3%
055-385-6324 1
 
0.3%
055-386-5448 1
 
0.3%
055-366-3957 1
 
0.3%
055-389-0216 1
 
0.3%
055-364-0216 1
 
0.3%
055-910-5411 1
 
0.3%
055-387-8161 1
 
0.3%
Other values (372) 372
96.9%
2024-04-18T03:12:13.552423image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
5 923
20.0%
- 768
16.6%
0 642
13.9%
3 547
11.8%
8 346
 
7.5%
6 345
 
7.5%
1 248
 
5.4%
2 243
 
5.3%
7 238
 
5.1%
9 183
 
4.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 3858
83.4%
Dash Punctuation 768
 
16.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
5 923
23.9%
0 642
16.6%
3 547
14.2%
8 346
 
9.0%
6 345
 
8.9%
1 248
 
6.4%
2 243
 
6.3%
7 238
 
6.2%
9 183
 
4.7%
4 143
 
3.7%
Dash Punctuation
ValueCountFrequency (%)
- 768
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 4626
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
5 923
20.0%
- 768
16.6%
0 642
13.9%
3 547
11.8%
8 346
 
7.5%
6 345
 
7.5%
1 248
 
5.4%
2 243
 
5.3%
7 238
 
5.1%
9 183
 
4.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 4626
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
5 923
20.0%
- 768
16.6%
0 642
13.9%
3 547
11.8%
8 346
 
7.5%
6 345
 
7.5%
1 248
 
5.4%
2 243
 
5.3%
7 238
 
5.1%
9 183
 
4.0%

어린이집팩스번호
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing384
Missing (%)100.0%
Memory size3.5 KiB

홈페이지주소
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing384
Missing (%)100.0%
Memory size3.5 KiB

보육실수
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing384
Missing (%)100.0%
Memory size3.5 KiB

보육실 면적
Real number (ℝ)

Distinct173
Distinct (%)45.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean144.88802
Minimum40
Maximum1312
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.5 KiB
2024-04-18T03:12:13.668665image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum40
5-th percentile51
Q165
median90.5
Q3146.5
95-th percentile435
Maximum1312
Range1272
Interquartile range (IQR)81.5

Descriptive statistics

Standard deviation149.4715
Coefficient of variation (CV)1.0316346
Kurtosis15.685563
Mean144.88802
Median Absolute Deviation (MAD)31.5
Skewness3.3975681
Sum55637
Variance22341.729
MonotonicityNot monotonic
2024-04-18T03:12:13.771470image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
100 12
 
3.1%
59 10
 
2.6%
70 9
 
2.3%
51 9
 
2.3%
65 9
 
2.3%
84 8
 
2.1%
63 8
 
2.1%
68 7
 
1.8%
56 7
 
1.8%
58 7
 
1.8%
Other values (163) 298
77.6%
ValueCountFrequency (%)
40 2
 
0.5%
43 1
 
0.3%
45 1
 
0.3%
46 2
 
0.5%
48 1
 
0.3%
49 3
 
0.8%
50 4
1.0%
51 9
2.3%
52 1
 
0.3%
53 4
1.0%
ValueCountFrequency (%)
1312 1
0.3%
975 1
0.3%
945 1
0.3%
767 1
0.3%
712 1
0.3%
668 1
0.3%
660 1
0.3%
605 1
0.3%
599 1
0.3%
568 1
0.3%

놀이터수
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing384
Missing (%)100.0%
Memory size3.5 KiB

CCTV설치수
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing384
Missing (%)100.0%
Memory size3.5 KiB

보육교직원수
Real number (ℝ)

Distinct25
Distinct (%)6.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.2057292
Minimum0
Maximum27
Zeros1
Zeros (%)0.3%
Negative0
Negative (%)0.0%
Memory size3.5 KiB
2024-04-18T03:12:13.882266image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2.15
Q15
median6
Q38
95-th percentile17
Maximum27
Range27
Interquartile range (IQR)3

Descriptive statistics

Standard deviation4.280854
Coefficient of variation (CV)0.59409033
Kurtosis4.5005405
Mean7.2057292
Median Absolute Deviation (MAD)2
Skewness1.8794332
Sum2767
Variance18.325711
MonotonicityNot monotonic
2024-04-18T03:12:13.970719image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
6 105
27.3%
5 49
12.8%
7 32
 
8.3%
4 31
 
8.1%
3 29
 
7.6%
8 23
 
6.0%
9 21
 
5.5%
10 19
 
4.9%
2 14
 
3.6%
13 9
 
2.3%
Other values (15) 52
13.5%
ValueCountFrequency (%)
0 1
 
0.3%
1 5
 
1.3%
2 14
 
3.6%
3 29
 
7.6%
4 31
 
8.1%
5 49
12.8%
6 105
27.3%
7 32
 
8.3%
8 23
 
6.0%
9 21
 
5.5%
ValueCountFrequency (%)
27 2
 
0.5%
26 1
 
0.3%
24 1
 
0.3%
23 1
 
0.3%
21 2
 
0.5%
20 2
 
0.5%
19 3
 
0.8%
18 3
 
0.8%
17 8
2.1%
16 3
 
0.8%

정원수
Real number (ℝ)

Distinct87
Distinct (%)22.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.979167
Minimum6
Maximum234
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.5 KiB
2024-04-18T03:12:14.066425image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum6
5-th percentile15
Q120
median20
Q339.25
95-th percentile121
Maximum234
Range228
Interquartile range (IQR)19.25

Descriptive statistics

Standard deviation36.420658
Coefficient of variation (CV)0.95896411
Kurtosis7.0386048
Mean37.979167
Median Absolute Deviation (MAD)3
Skewness2.5674697
Sum14584
Variance1326.4643
MonotonicityNot monotonic
2024-04-18T03:12:14.165328image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
20 146
38.0%
19 29
 
7.6%
18 13
 
3.4%
13 12
 
3.1%
39 11
 
2.9%
16 10
 
2.6%
17 8
 
2.1%
34 6
 
1.6%
47 6
 
1.6%
30 5
 
1.3%
Other values (77) 138
35.9%
ValueCountFrequency (%)
6 1
 
0.3%
11 3
 
0.8%
13 12
 
3.1%
14 2
 
0.5%
15 3
 
0.8%
16 10
 
2.6%
17 8
 
2.1%
18 13
 
3.4%
19 29
 
7.6%
20 146
38.0%
ValueCountFrequency (%)
234 1
0.3%
220 1
0.3%
200 1
0.3%
183 1
0.3%
181 1
0.3%
178 1
0.3%
159 1
0.3%
158 1
0.3%
156 1
0.3%
155 1
0.3%

현원수
Real number (ℝ)

ZEROS 

Distinct86
Distinct (%)22.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean29.195312
Minimum0
Maximum216
Zeros6
Zeros (%)1.6%
Negative0
Negative (%)0.0%
Memory size3.5 KiB
2024-04-18T03:12:14.266111image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile6
Q115
median20
Q333
95-th percentile89
Maximum216
Range216
Interquartile range (IQR)18

Descriptive statistics

Standard deviation28.65817
Coefficient of variation (CV)0.98160177
Kurtosis10.47556
Mean29.195312
Median Absolute Deviation (MAD)7
Skewness2.8394749
Sum11211
Variance821.29074
MonotonicityNot monotonic
2024-04-18T03:12:14.364433image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
20 56
 
14.6%
18 26
 
6.8%
19 24
 
6.2%
15 19
 
4.9%
16 16
 
4.2%
13 14
 
3.6%
14 14
 
3.6%
11 12
 
3.1%
17 10
 
2.6%
6 9
 
2.3%
Other values (76) 184
47.9%
ValueCountFrequency (%)
0 6
1.6%
1 2
 
0.5%
2 1
 
0.3%
4 3
 
0.8%
5 1
 
0.3%
6 9
2.3%
7 7
1.8%
8 8
2.1%
9 5
1.3%
10 3
 
0.8%
ValueCountFrequency (%)
216 1
0.3%
190 1
0.3%
178 1
0.3%
151 1
0.3%
134 1
0.3%
133 1
0.3%
124 1
0.3%
120 1
0.3%
116 1
0.3%
114 1
0.3%

위도
Real number (ℝ)

Distinct367
Distinct (%)95.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.345675
Minimum35.298508
Maximum35.490527
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.5 KiB
2024-04-18T03:12:14.463865image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum35.298508
5-th percentile35.311688
Q135.317639
median35.332784
Q335.374888
95-th percentile35.411663
Maximum35.490527
Range0.192019
Interquartile range (IQR)0.05724825

Descriptive statistics

Standard deviation0.034952417
Coefficient of variation (CV)0.00098887396
Kurtosis0.52053379
Mean35.345675
Median Absolute Deviation (MAD)0.017332
Skewness1.1010398
Sum13572.739
Variance0.0012216715
MonotonicityNot monotonic
2024-04-18T03:12:14.572978image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
35.316859 3
 
0.8%
35.38646 3
 
0.8%
35.347306 2
 
0.5%
35.316351 2
 
0.5%
35.331829 2
 
0.5%
35.332317 2
 
0.5%
35.331055 2
 
0.5%
35.334578 2
 
0.5%
35.414681 2
 
0.5%
35.317728 2
 
0.5%
Other values (357) 362
94.3%
ValueCountFrequency (%)
35.298508 1
0.3%
35.303191 1
0.3%
35.305052 1
0.3%
35.306971 1
0.3%
35.307383 1
0.3%
35.308233 1
0.3%
35.310018 1
0.3%
35.310035 1
0.3%
35.310172 1
0.3%
35.310328 1
0.3%
ValueCountFrequency (%)
35.490527 1
0.3%
35.490207 1
0.3%
35.426765 1
0.3%
35.425617 1
0.3%
35.418603 1
0.3%
35.41724 1
0.3%
35.416863 1
0.3%
35.41666 1
0.3%
35.416349 1
0.3%
35.415969 1
0.3%

경도
Real number (ℝ)

Distinct367
Distinct (%)95.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean129.05028
Minimum128.97989
Maximum129.18798
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.5 KiB
2024-04-18T03:12:14.685721image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum128.97989
5-th percentile128.9921
Q1129.00551
median129.02602
Q3129.05874
95-th percentile129.17222
Maximum129.18798
Range0.208087
Interquartile range (IQR)0.0532305

Descriptive statistics

Standard deviation0.062036367
Coefficient of variation (CV)0.00048071472
Kurtosis-0.50937118
Mean129.05028
Median Absolute Deviation (MAD)0.0216595
Skewness1.0704252
Sum49555.306
Variance0.0038485108
MonotonicityNot monotonic
2024-04-18T03:12:14.785928image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
128.999383 3
 
0.8%
129.151375 3
 
0.8%
129.172906 2
 
0.5%
128.995776 2
 
0.5%
129.021101 2
 
0.5%
128.992052 2
 
0.5%
129.030203 2
 
0.5%
129.029789 2
 
0.5%
129.026878 2
 
0.5%
129.016904 2
 
0.5%
Other values (357) 362
94.3%
ValueCountFrequency (%)
128.979894 1
0.3%
128.986331 1
0.3%
128.988346 1
0.3%
128.988586 1
0.3%
128.989121 1
0.3%
128.989393 1
0.3%
128.989774 1
0.3%
128.990379 1
0.3%
128.990397 1
0.3%
128.990584 1
0.3%
ValueCountFrequency (%)
129.187981 1
0.3%
129.180769 1
0.3%
129.179772 1
0.3%
129.178526 1
0.3%
129.178388 1
0.3%
129.178358 1
0.3%
129.177502 1
0.3%
129.176012 1
0.3%
129.173881 1
0.3%
129.173544 1
0.3%

통학차량운영여부
Categorical

Distinct2
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
운영
285 
미운영
99 

Length

Max length3
Median length2
Mean length2.2578125
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
운영 285
74.2%
미운영 99
 
25.8%

Length

2024-04-18T03:12:14.880712image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T03:12:14.954048image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
운영 285
74.2%
미운영 99
 
25.8%

인가일자
Date

Distinct331
Distinct (%)86.2%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
Minimum1991-03-13 00:00:00
Maximum2019-06-07 00:00:00
2024-04-18T03:12:15.038621image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T03:12:15.152369image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

휴지시작일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing384
Missing (%)100.0%
Memory size3.5 KiB

휴지종료일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing384
Missing (%)100.0%
Memory size3.5 KiB

폐지일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing384
Missing (%)100.0%
Memory size3.5 KiB

제공서비스
Categorical

IMBALANCE 

Distinct11
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
일반
338 
시간연장형
 
33
장애아통합
 
3
장애아전문
 
2
영아전담
 
2
Other values (6)
 
6

Length

Max length17
Median length2
Mean length2.4557292
Min length2

Unique

Unique6 ?
Unique (%)1.6%

Sample

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

Common Values

ValueCountFrequency (%)
일반 338
88.0%
시간연장형 33
 
8.6%
장애아통합 3
 
0.8%
장애아전문 2
 
0.5%
영아전담 2
 
0.5%
장애아통합+시간연장형 1
 
0.3%
장애아통합+시간연장형+시간제보육 1
 
0.3%
시간연장형+24시간 1
 
0.3%
영아전담+시간연장형 1
 
0.3%
장애아통합+시간연장형+24시간 1
 
0.3%

Length

2024-04-18T03:12:15.252573image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
일반 338
88.0%
시간연장형 33
 
8.6%
장애아통합 3
 
0.8%
장애아전문 2
 
0.5%
영아전담 2
 
0.5%
장애아통합+시간연장형 1
 
0.3%
장애아통합+시간연장형+시간제보육 1
 
0.3%
시간연장형+24시간 1
 
0.3%
영아전담+시간연장형 1
 
0.3%
장애아통합+시간연장형+24시간 1
 
0.3%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
Minimum2019-09-25 00:00:00
Maximum2019-09-25 00:00:00
2024-04-18T03:12:15.328342image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T03:12:15.392693image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Sample

시도명시군구명어린이집코드어린이집명어린이집유형구분운영현황우편번호상세주소어린이집전화번호어린이집팩스번호홈페이지주소보육실수보육실 면적놀이터수CCTV설치수보육교직원수정원수현원수위도경도통학차량운영여부인가일자휴지시작일자휴지종료일자폐지일자제공서비스데이터기준일자
0경상남도양산시6218007762EG꿈나무어린이집가정Y50649경상남도 양산시 동면 금오16길 100 310동 103호(이지3차)070-8623-2030<NA><NA><NA>59<NA><NA>6201835.323765129.025006미운영2007-02-08<NA><NA><NA>일반2019-09-25
1경상남도양산시6218017921I-빌리지어린이집민간Y50547경상남도 양산시 평산중앙4길 24 (평산동)055-363-0613<NA><NA><NA>177<NA><NA>10674135.383972129.149447운영2010-03-05<NA><NA><NA>일반2019-09-25
2경상남도양산시6218014507LH어린이집민간Y50550경상남도 양산시 배움터길 11 휴먼시아아파트 관리동055-363-7505<NA><NA><NA>215<NA><NA>7493135.379318129.146013운영2010-09-06<NA><NA><NA>일반2019-09-25
3경상남도양산시7178000186L해바라기어린이집가정Y50595경상남도 양산시 물금읍 초장길 22-9 .055-366-4657<NA><NA><NA>85<NA><NA>3201835.334366129.009873미운영2009-10-15<NA><NA><NA>일반2019-09-25
4경상남도양산시2078001897N젤어린이집직장Y50596경상남도 양산시 물금읍 오봉로 192 넥센사원아파트 관리동내055-362-5180<NA><NA><NA>173<NA><NA>8414135.333736129.007654미운영2017-03-03<NA><NA><NA>일반2019-09-25
5경상남도양산시1108016101U&I아이맘어린이집가정Y50655경상남도 양산시 물금읍 물금로 76 105동 103호(한양수자인더퍼스트)055-362-5455<NA><NA><NA>62<NA><NA>6191735.312049128.993485미운영2008-09-02<NA><NA><NA>일반2019-09-25
6경상남도양산시6218020580e편한세상 남양산2차어린이집민간Y50651경상남도 양산시 동면 금오13길 71 e편한세상 남양산2차 관리동 내070-8847-0801<NA><NA><NA>84<NA><NA>8313135.320554129.02204미운영2013-07-05<NA><NA><NA>일반2019-09-25
7경상남도양산시6288000023e편한세상남양산어린이집민간Y50650경상남도 양산시 동면 금오16길 65 e편한세상 남양산1차 관리동 내070-8866-2221<NA><NA><NA>158<NA><NA>8373735.321274129.028516미운영2013-07-05<NA><NA><NA>일반2019-09-25
8경상남도양산시6218201874가람어린이집사회복지법인Y50580경상남도 양산시 상북면 감결1길 18055-375-9295<NA><NA><NA>450<NA><NA>101243535.390779129.049355운영1994-04-25<NA><NA><NA>일반2019-09-25
9경상남도양산시6218016392감성노리어린이집가정Y50608경상남도 양산시 물금읍 신주로 14 104동 102호(범어리, 반도보라빌아파트)055-382-1999<NA><NA><NA>56<NA><NA>419735.33421129.012357운영2009-04-08<NA><NA><NA>일반2019-09-25
시도명시군구명어린이집코드어린이집명어린이집유형구분운영현황우편번호상세주소어린이집전화번호어린이집팩스번호홈페이지주소보육실수보육실 면적놀이터수CCTV설치수보육교직원수정원수현원수위도경도통학차량운영여부인가일자휴지시작일자휴지종료일자폐지일자제공서비스데이터기준일자
374경상남도양산시6218019763현대어린이집가정Y50649경상남도 양산시 동면 금오16길 100 306동 104호(이지더원3차)055-385-1433<NA><NA><NA>59<NA><NA>6202035.323373129.026607운영2000-06-05<NA><NA><NA>일반2019-09-25
375경상남도양산시8078000679호크마어린이집민간Y50652경상남도 양산시 물금읍 서들로 179 111동 1층055-367-5790<NA><NA><NA>178<NA><NA>11404035.314277129.008479운영2014-10-31<NA><NA><NA>일반2019-09-25
376경상남도양산시4778000973호호어린이집가정Y50533경상남도 양산시 삼호로 70 105동 106호(삼호동, 웅상신도시푸르지오)055-363-8022<NA><NA><NA>115<NA><NA>213535.404956129.172831운영2009-05-29<NA><NA><NA>일반2019-09-25
377경상남도양산시6218004426화개어린이집가정Y50628경상남도 양산시 양주로 113 103동 103호(중부동, 양산신도시뜰안채아파트)055-386-9591<NA><NA><NA>83<NA><NA>214135.336641129.029789미운영2000-06-30<NA><NA><NA>시간연장형2019-09-25
378경상남도양산시6218010331화성미리내어린이집가정Y50535경상남도 양산시 대운5길 7 104동 102호(명동, 화성파크드림)055-362-8757<NA><NA><NA>51<NA><NA>5191235.401077129.172279운영2008-12-19<NA><NA><NA>일반2019-09-25
379경상남도양산시6808000040화성파크어린이집민간Y50535경상남도 양산시 대운5길 7 화성파크드림아파트 105동 (명동)055-386-6654<NA><NA><NA>128<NA><NA>8302635.401483129.17223운영2010-03-31<NA><NA><NA>일반2019-09-25
380경상남도양산시6218009310환희어린이집가정Y50634경상남도 양산시 양주로 94 208동 106호(남부동, 현대롯데청어람)055-388-3711<NA><NA><NA>125<NA><NA>6181935.331829129.033754운영2008-05-23<NA><NA><NA>일반2019-09-25
381경상남도양산시8448001338효성보예어린이집가정Y50609경상남도 양산시 물금읍 범어로 33 102동 102호(범어리, 효성백년가약아파트)055-366-1101<NA><NA><NA>128<NA><NA>5202035.331395129.012695미운영2008-01-16<NA><NA><NA>일반2019-09-25
382경상남도양산시6218024311효성어린이집가정Y50609경상남도 양산시 물금읍 범어로 29 107동 102호(범어리, 효성백년가약아파트)055-387-3385<NA><NA><NA>148<NA><NA>7201635.331592129.013897운영2008-04-30<NA><NA><NA>일반2019-09-25
383경상남도양산시6248000884효성참사랑어린이집민간Y50609경상남도 양산시 물금읍 범어로 33 효성백년가약 아파트 관리동시설 효성참사랑어린이집055-362-2331<NA><NA><NA>150<NA><NA>7332935.330664129.013841운영2008-11-05<NA><NA><NA>일반2019-09-25