Overview

Dataset statistics

Number of variables30
Number of observations10000
Missing cells30731
Missing cells (%)10.2%
Duplicate rows217
Duplicate rows (%)2.2%
Total size in memory2.6 MiB
Average record size in memory270.0 B

Variable types

Numeric21
Categorical6
Text2
Boolean1

Dataset

Description경기도_방과후학교 운영 계획 및 운영 지원 현황
Author경기도
URLhttps://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=HI0K9SE502K44QWRG4YQ23504883&infSeq=2

Alerts

Dataset has 217 (2.2%) duplicate rowsDuplicates
설립구분명 is highly imbalanced (67.2%)Imbalance
제외여부 is highly imbalanced (91.1%)Imbalance
초등돌봄교실저녁운영교실수(개) is highly imbalanced (83.4%)Imbalance
제외사유 has 9921 (99.2%) missing valuesMissing
패키지프로그램수(개) has 7315 (73.2%) missing valuesMissing
패키지수강학생수(명) has 7315 (73.2%) missing valuesMissing
초등돌봄교실방과후학교연계운영교실수(개) has 2730 (27.3%) missing valuesMissing
초등돌봄교실방과후학교연계참여학생수(명) has 2730 (27.3%) missing valuesMissing
초등돌봄교실방과후학교연계운영교실수(개) is highly skewed (γ1 = 23.38552018)Skewed
초등돌봄교실방과후학교연계참여학생수(명) is highly skewed (γ1 = 29.84102021)Skewed
방과후학교수익자부담외지원금액(원) is highly skewed (γ1 = 23.71679305)Skewed
교과프로그램수(개) has 3729 (37.3%) zerosZeros
교과수강학생수(명) has 3729 (37.3%) zerosZeros
특기적성프로그램수(개) has 2020 (20.2%) zerosZeros
특기적성수강학생수(명) has 2020 (20.2%) zerosZeros
패키지프로그램수(개) has 2457 (24.6%) zerosZeros
패키지수강학생수(명) has 2457 (24.6%) zerosZeros
프로그램수합계(개) has 1392 (13.9%) zerosZeros
수강학생수합계(명) has 1392 (13.9%) zerosZeros
방과후학교참여학생수(명) has 1399 (14.0%) zerosZeros
초등돌봄교실오후운영교실수(개) has 4846 (48.5%) zerosZeros
초등돌봄교실오후참여학생수(명) has 4846 (48.5%) zerosZeros
초등돌봄교실저녁참여학생수(명) has 9390 (93.9%) zerosZeros
초등돌봄교실방과후학교연계운영교실수(개) has 6793 (67.9%) zerosZeros
초등돌봄교실방과후학교연계참여학생수(명) has 6796 (68.0%) zerosZeros
특수학교종일반학급수(개) has 9821 (98.2%) zerosZeros
특수학교종일반참여학생수(명) has 9821 (98.2%) zerosZeros
방과후학교수익자부담금액(원) has 2062 (20.6%) zerosZeros
방과후학교수익자부담외지원금액(원) has 1244 (12.4%) zerosZeros
초등돌봄교실수익자부담금액(원) has 5276 (52.8%) zerosZeros
초등돌봄교실수익자부담외지원금액(원) has 5128 (51.3%) zerosZeros

Reproduction

Analysis started2023-12-10 21:09:57.473587
Analysis finished2023-12-10 21:09:58.185094
Duration0.71 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기준년도
Real number (ℝ)

Distinct9
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2018.3603
Minimum2015
Maximum2023
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:09:58.221725image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2015
5-th percentile2015
Q12016
median2018
Q32020
95-th percentile2023
Maximum2023
Range8
Interquartile range (IQR)4

Descriptive statistics

Standard deviation2.4309411
Coefficient of variation (CV)0.0012044139
Kurtosis-0.90288367
Mean2018.3603
Median Absolute Deviation (MAD)2
Skewness0.37198746
Sum20183603
Variance5.9094749
MonotonicityNot monotonic
2023-12-11T06:09:58.309135image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
2019 1487
14.9%
2017 1436
14.4%
2018 1413
14.1%
2015 1356
13.6%
2016 1356
13.6%
2021 754
7.5%
2023 738
7.4%
2020 730
7.3%
2022 730
7.3%
ValueCountFrequency (%)
2015 1356
13.6%
2016 1356
13.6%
2017 1436
14.4%
2018 1413
14.1%
2019 1487
14.9%
2020 730
7.3%
2021 754
7.5%
2022 730
7.3%
2023 738
7.4%
ValueCountFrequency (%)
2023 738
7.4%
2022 730
7.3%
2021 754
7.5%
2020 730
7.3%
2019 1487
14.9%
2018 1413
14.1%
2017 1436
14.4%
2016 1356
13.6%
2015 1356
13.6%

시군명
Categorical

Distinct32
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
수원시
830 
용인시
741 
고양시
698 
화성시
654 
성남시
647 
Other values (27)
6430 

Length

Max length4
Median length3
Mean length3.0886
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row용인시
2nd row안성시
3rd row파주시
4th row고양시
5th row여주시

Common Values

ValueCountFrequency (%)
수원시 830
 
8.3%
용인시 741
 
7.4%
고양시 698
 
7.0%
화성시 654
 
6.5%
성남시 647
 
6.5%
부천시 549
 
5.5%
남양주시 485
 
4.9%
안산시 435
 
4.3%
평택시 418
 
4.2%
파주시 412
 
4.1%
Other values (22) 4131
41.3%

Length

2023-12-11T06:09:58.433187image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
수원시 830
 
8.3%
용인시 741
 
7.4%
고양시 698
 
7.0%
화성시 654
 
6.5%
성남시 647
 
6.5%
부천시 549
 
5.5%
남양주시 485
 
4.9%
안산시 435
 
4.3%
평택시 418
 
4.2%
파주시 412
 
4.1%
Other values (22) 4131
41.3%

지역교육청명
Categorical

Distinct27
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
경기도교육청
2106 
경기도화성오산교육지원청
688 
경기도수원교육지원청
641 
경기도용인교육지원청
617 
경기도고양교육지원청
549 
Other values (22)
5399 

Length

Max length13
Median length10
Mean length9.702
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row경기도용인교육지원청
2nd row경기도안성교육지원청
3rd row경기도파주교육지원청
4th row경기도고양교육지원청
5th row경기도여주교육지원청

Common Values

ValueCountFrequency (%)
경기도교육청 2106
21.1%
경기도화성오산교육지원청 688
 
6.9%
경기도수원교육지원청 641
 
6.4%
경기도용인교육지원청 617
 
6.2%
경기도고양교육지원청 549
 
5.5%
경기도구리남양주교육지원청 499
 
5.0%
경기도성남교육지원청 485
 
4.9%
경기도부천교육지원청 421
 
4.2%
경기도파주교육지원청 335
 
3.4%
경기도평택교육지원청 334
 
3.3%
Other values (17) 3325
33.2%

Length

2023-12-11T06:09:58.543862image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
경기도교육청 2106
21.1%
경기도화성오산교육지원청 688
 
6.9%
경기도수원교육지원청 641
 
6.4%
경기도용인교육지원청 617
 
6.2%
경기도고양교육지원청 549
 
5.5%
경기도구리남양주교육지원청 499
 
5.0%
경기도성남교육지원청 485
 
4.9%
경기도부천교육지원청 421
 
4.2%
경기도파주교육지원청 335
 
3.4%
경기도평택교육지원청 334
 
3.3%
Other values (17) 3325
33.2%

지역명
Categorical

Distinct44
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
경기도 화성시
 
654
경기도 부천시
 
549
경기도 남양주시
 
485
경기도 평택시
 
418
경기도 파주시
 
412
Other values (39)
7482 

Length

Max length12
Median length7
Mean length8.6104
Min length4

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

1st row경기도 용인시 수지구
2nd row경기도 안성시
3rd row경기도 파주시
4th row경기도 고양시 덕양구
5th row경기도 여주시

Common Values

ValueCountFrequency (%)
경기도 화성시 654
 
6.5%
경기도 부천시 549
 
5.5%
경기도 남양주시 485
 
4.9%
경기도 평택시 418
 
4.2%
경기도 파주시 412
 
4.1%
경기도 성남시 분당구 375
 
3.8%
경기도 시흥시 330
 
3.3%
경기도 김포시 316
 
3.2%
경기도 고양시 덕양구 300
 
3.0%
경기도 의정부시 300
 
3.0%
Other values (34) 5861
58.6%

Length

2023-12-11T06:09:58.662794image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
경기도 9998
42.2%
수원시 830
 
3.5%
용인시 741
 
3.1%
고양시 698
 
2.9%
화성시 654
 
2.8%
성남시 647
 
2.7%
부천시 549
 
2.3%
남양주시 485
 
2.0%
안산시 435
 
1.8%
평택시 418
 
1.8%
Other values (40) 8250
34.8%

학교명
Text

Distinct2540
Distinct (%)25.4%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2023-12-11T06:09:58.832270image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length24
Median length6
Mean length6.266
Min length4

Characters and Unicode

Total characters62660
Distinct characters345
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique209 ?
Unique (%)2.1%

Sample

1st row용인신봉초등학교
2nd row금광초등학교조령분교장
3rd row능안초등학교
4th row삼송초등학교
5th row여주중학교
ValueCountFrequency (%)
석천초등학교 11
 
0.1%
오산초등학교 11
 
0.1%
상원초등학교 11
 
0.1%
초당초등학교 10
 
0.1%
삼성초등학교 10
 
0.1%
운중중학교 10
 
0.1%
송내고등학교 10
 
0.1%
이천경남중학교 9
 
0.1%
하늘초등학교 9
 
0.1%
화요일아침예술학교 9
 
0.1%
Other values (2531) 9905
99.0%
2023-12-11T06:09:59.118832image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
교 10219
16.3%
학 10150
16.2%
등 7144
 
11.4%
초 5248
 
8.4%
중 2914
 
4.7%
고 2148
 
3.4%
양 627
 
1.0%
산 619
 
1.0%
성 618
 
1.0%
천 602
 
1.0%
Other values (335) 22371
35.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 62501
99.7%
Lowercase Letter 72
 
0.1%
Close Punctuation 31
 
< 0.1%
Open Punctuation 31
 
< 0.1%
Uppercase Letter 20
 
< 0.1%
Space Separator 5
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
교 10219
16.4%
학 10150
16.2%
등 7144
 
11.4%
초 5248
 
8.4%
중 2914
 
4.7%
고 2148
 
3.4%
양 627
 
1.0%
산 619
 
1.0%
성 618
 
1.0%
천 602
 
1.0%
Other values (320) 22212
35.5%
Lowercase Letter
ValueCountFrequency (%)
s 20
27.8%
e 12
16.7%
n 10
13.9%
i 10
13.9%
g 5
 
6.9%
l 5
 
6.9%
h 5
 
6.9%
u 5
 
6.9%
Uppercase Letter
ValueCountFrequency (%)
I 5
25.0%
T 5
25.0%
E 5
25.0%
B 5
25.0%
Close Punctuation
ValueCountFrequency (%)
) 31
100.0%
Open Punctuation
ValueCountFrequency (%)
( 31
100.0%
Space Separator
ValueCountFrequency (%)
5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 62501
99.7%
Latin 92
 
0.1%
Common 67
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
교 10219
16.4%
학 10150
16.2%
등 7144
 
11.4%
초 5248
 
8.4%
중 2914
 
4.7%
고 2148
 
3.4%
양 627
 
1.0%
산 619
 
1.0%
성 618
 
1.0%
천 602
 
1.0%
Other values (320) 22212
35.5%
Latin
ValueCountFrequency (%)
s 20
21.7%
e 12
13.0%
n 10
10.9%
i 10
10.9%
I 5
 
5.4%
T 5
 
5.4%
E 5
 
5.4%
g 5
 
5.4%
l 5
 
5.4%
h 5
 
5.4%
Other values (2) 10
10.9%
Common
ValueCountFrequency (%)
) 31
46.3%
( 31
46.3%
5
 
7.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 62501
99.7%
ASCII 159
 
0.3%

Most frequent character per block

Hangul
ValueCountFrequency (%)
교 10219
16.4%
학 10150
16.2%
등 7144
 
11.4%
초 5248
 
8.4%
중 2914
 
4.7%
고 2148
 
3.4%
양 627
 
1.0%
산 619
 
1.0%
성 618
 
1.0%
천 602
 
1.0%
Other values (320) 22212
35.5%
ASCII
ValueCountFrequency (%)
) 31
19.5%
( 31
19.5%
s 20
12.6%
e 12
 
7.5%
n 10
 
6.3%
i 10
 
6.3%
I 5
 
3.1%
T 5
 
3.1%
E 5
 
3.1%
g 5
 
3.1%
Other values (5) 25
15.7%

학교급명
Categorical

Distinct11
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
<NA>
4992 
초등학교
2617 
중학교
1340 
고등학교
926 
특수학교
 
80
Other values (6)
 
45

Length

Max length7
Median length4
Mean length3.8689
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 4992
49.9%
초등학교 2617
26.2%
중학교 1340
 
13.4%
고등학교 926
 
9.3%
특수학교 80
 
0.8%
각종학교 26
 
0.3%
각종학교(중) 5
 
0.1%
각종학교(고) 4
 
< 0.1%
방통중 4
 
< 0.1%
방통고 3
 
< 0.1%

Length

2023-12-11T06:09:59.227484image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
na 4992
49.9%
초등학교 2617
26.2%
중학교 1340
 
13.4%
고등학교 926
 
9.3%
특수학교 80
 
0.8%
각종학교 26
 
0.3%
각종학교(중 5
 
< 0.1%
각종학교(고 4
 
< 0.1%
방통중 4
 
< 0.1%
방통고 3
 
< 0.1%

설립구분명
Categorical

IMBALANCE 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
공립
8852 
사립
1141 
국립
 
7

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
공립 8852
88.5%
사립 1141
 
11.4%
국립 7
 
0.1%

Length

2023-12-11T06:09:59.325008image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:09:59.406897image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
공립 8852
88.5%
사립 1141
 
11.4%
국립 7
 
0.1%

제외여부
Boolean

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size87.9 KiB
False
9888 
True
 
112
ValueCountFrequency (%)
False 9888
98.9%
True 112
 
1.1%
2023-12-11T06:09:59.470035image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

제외사유
Text

MISSING 

Distinct70
Distinct (%)88.6%
Missing9921
Missing (%)99.2%
Memory size156.2 KiB
2023-12-11T06:09:59.677653image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length117
Median length45
Mean length23.962025
Min length3

Characters and Unicode

Total characters1893
Distinct characters196
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique64 ?
Unique (%)81.0%

Sample

1st row월2회 일요일 수업
2nd row운영하지 않음.
3rd row광명중학교부설방송통신중학교는 방과후학교를 운영하지 않으므로 제외
4th row2023학년도-수강생 미달로 방과후 학교 미운영, 2022학년도-수강생 미달로 방과후 학교 미운영
5th row코로나19로 인한 방과후학교 현재 미운영
ValueCountFrequency (%)
방과후학교 27
 
6.7%
운영하지 21
 
5.2%
미운영 16
 
3.9%
않음 15
 
3.7%
방과후 12
 
3.0%
없음 12
 
3.0%
학교 10
 
2.5%
방과후학교를 8
 
2.0%
미실시 6
 
1.5%
운영 6
 
1.5%
Other values (192) 273
67.2%
2023-12-11T06:10:00.036702image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
328
 
17.3%
학 89
 
4.7%
교 78
 
4.1%
2 60
 
3.2%
방 59
 
3.1%
과 59
 
3.1%
후 56
 
3.0%
운 56
 
3.0%
영 56
 
3.0%
로 46
 
2.4%
Other values (186) 1006
53.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1374
72.6%
Space Separator 328
 
17.3%
Decimal Number 140
 
7.4%
Other Punctuation 28
 
1.5%
Open Punctuation 8
 
0.4%
Close Punctuation 8
 
0.4%
Dash Punctuation 7
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
학 89
 
6.5%
교 78
 
5.7%
방 59
 
4.3%
과 59
 
4.3%
후 56
 
4.1%
운 56
 
4.1%
영 56
 
4.1%
로 46
 
3.3%
미 34
 
2.5%
하 33
 
2.4%
Other values (169) 808
58.8%
Decimal Number
ValueCountFrequency (%)
2 60
42.9%
0 36
25.7%
1 20
 
14.3%
9 10
 
7.1%
3 6
 
4.3%
7 3
 
2.1%
5 2
 
1.4%
6 2
 
1.4%
8 1
 
0.7%
Other Punctuation
ValueCountFrequency (%)
. 18
64.3%
, 8
28.6%
' 2
 
7.1%
Close Punctuation
ValueCountFrequency (%)
) 7
87.5%
） 1
 
12.5%
Space Separator
ValueCountFrequency (%)
328
100.0%
Open Punctuation
ValueCountFrequency (%)
( 8
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 7
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1374
72.6%
Common 519
 
27.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
학 89
 
6.5%
교 78
 
5.7%
방 59
 
4.3%
과 59
 
4.3%
후 56
 
4.1%
운 56
 
4.1%
영 56
 
4.1%
로 46
 
3.3%
미 34
 
2.5%
하 33
 
2.4%
Other values (169) 808
58.8%
Common
ValueCountFrequency (%)
328
63.2%
2 60
 
11.6%
0 36
 
6.9%
1 20
 
3.9%
. 18
 
3.5%
9 10
 
1.9%
, 8
 
1.5%
( 8
 
1.5%
- 7
 
1.3%
) 7
 
1.3%
Other values (7) 17
 
3.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1374
72.6%
ASCII 518
 
27.4%
None 1
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
328
63.3%
2 60
 
11.6%
0 36
 
6.9%
1 20
 
3.9%
. 18
 
3.5%
9 10
 
1.9%
, 8
 
1.5%
( 8
 
1.5%
- 7
 
1.4%
) 7
 
1.4%
Other values (6) 16
 
3.1%
Hangul
ValueCountFrequency (%)
학 89
 
6.5%
교 78
 
5.7%
방 59
 
4.3%
과 59
 
4.3%
후 56
 
4.1%
운 56
 
4.1%
영 56
 
4.1%
로 46
 
3.3%
미 34
 
2.5%
하 33
 
2.4%
Other values (169) 808
58.8%
None
ValueCountFrequency (%)
） 1
100.0%

교과프로그램수(개)
Real number (ℝ)

ZEROS 

Distinct108
Distinct (%)1.1%
Missing45
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean6.3790055
Minimum0
Maximum337
Zeros3729
Zeros (%)37.3%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:10:00.152622image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q37
95-th percentile27
Maximum337
Range337
Interquartile range (IQR)7

Descriptive statistics

Standard deviation12.840207
Coefficient of variation (CV)2.0128853
Kurtosis87.217566
Mean6.3790055
Median Absolute Deviation (MAD)2
Skewness6.5117458
Sum63503
Variance164.87091
MonotonicityNot monotonic
2023-12-11T06:10:00.264795image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 3729
37.3%
1 902
 
9.0%
2 784
 
7.8%
3 557
 
5.6%
4 510
 
5.1%
6 402
 
4.0%
5 342
 
3.4%
8 276
 
2.8%
7 241
 
2.4%
9 219
 
2.2%
Other values (98) 1993
19.9%
ValueCountFrequency (%)
0 3729
37.3%
1 902
 
9.0%
2 784
 
7.8%
3 557
 
5.6%
4 510
 
5.1%
5 342
 
3.4%
6 402
 
4.0%
7 241
 
2.4%
8 276
 
2.8%
9 219
 
2.2%
ValueCountFrequency (%)
337 1
 
< 0.1%
221 1
 
< 0.1%
214 2
< 0.1%
175 1
 
< 0.1%
163 1
 
< 0.1%
150 3
< 0.1%
135 1
 
< 0.1%
129 1
 
< 0.1%
116 1
 
< 0.1%
112 1
 
< 0.1%

교과수강학생수(명)
Real number (ℝ)

ZEROS 

Distinct753
Distinct (%)7.6%
Missing45
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean108.4221
Minimum0
Maximum10783
Zeros3729
Zeros (%)37.3%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:10:00.381523image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median30
Q3111
95-th percentile444
Maximum10783
Range10783
Interquartile range (IQR)111

Descriptive statistics

Standard deviation282.67574
Coefficient of variation (CV)2.6071783
Kurtosis325.3228
Mean108.4221
Median Absolute Deviation (MAD)30
Skewness13.041292
Sum1079342
Variance79905.576
MonotonicityNot monotonic
2023-12-11T06:10:00.487741image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 3729
37.3%
20 94
 
0.9%
30 67
 
0.7%
15 64
 
0.6%
16 64
 
0.6%
12 62
 
0.6%
10 61
 
0.6%
32 61
 
0.6%
14 60
 
0.6%
24 58
 
0.6%
Other values (743) 5635
56.4%
ValueCountFrequency (%)
0 3729
37.3%
1 3
 
< 0.1%
2 1
 
< 0.1%
3 2
 
< 0.1%
4 9
 
0.1%
5 13
 
0.1%
6 27
 
0.3%
7 24
 
0.2%
8 22
 
0.2%
9 34
 
0.3%
ValueCountFrequency (%)
10783 1
 
< 0.1%
6681 1
 
< 0.1%
6302 2
< 0.1%
5908 1
 
< 0.1%
4404 3
< 0.1%
3109 1
 
< 0.1%
3015 1
 
< 0.1%
2749 1
 
< 0.1%
2567 1
 
< 0.1%
2409 1
 
< 0.1%

특기적성프로그램수(개)
Real number (ℝ)

ZEROS 

Distinct104
Distinct (%)1.0%
Missing45
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean12.072727
Minimum0
Maximum242
Zeros2020
Zeros (%)20.2%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:10:00.593727image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median7
Q317
95-th percentile42
Maximum242
Range242
Interquartile range (IQR)16

Descriptive statistics

Standard deviation15.03147
Coefficient of variation (CV)1.2450766
Kurtosis13.071484
Mean12.072727
Median Absolute Deviation (MAD)7
Skewness2.5609216
Sum120184
Variance225.94508
MonotonicityNot monotonic
2023-12-11T06:10:00.702577image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 2020
20.2%
2 554
 
5.5%
1 529
 
5.3%
4 446
 
4.5%
5 424
 
4.2%
3 418
 
4.2%
8 355
 
3.5%
7 348
 
3.5%
6 340
 
3.4%
9 290
 
2.9%
Other values (94) 4231
42.3%
ValueCountFrequency (%)
0 2020
20.2%
1 529
 
5.3%
2 554
 
5.5%
3 418
 
4.2%
4 446
 
4.5%
5 424
 
4.2%
6 340
 
3.4%
7 348
 
3.5%
8 355
 
3.5%
9 290
 
2.9%
ValueCountFrequency (%)
242 1
 
< 0.1%
148 2
< 0.1%
139 2
< 0.1%
138 1
 
< 0.1%
117 4
< 0.1%
116 1
 
< 0.1%
105 1
 
< 0.1%
104 1
 
< 0.1%
99 2
< 0.1%
97 1
 
< 0.1%

특기적성수강학생수(명)
Real number (ℝ)

ZEROS 

Distinct1030
Distinct (%)10.3%
Missing45
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean214.29653
Minimum0
Maximum2032
Zeros2020
Zeros (%)20.2%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:10:00.807893image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q119
median109
Q3327
95-th percentile752
Maximum2032
Range2032
Interquartile range (IQR)308

Descriptive statistics

Standard deviation261.12537
Coefficient of variation (CV)1.2185235
Kurtosis3.2486391
Mean214.29653
Median Absolute Deviation (MAD)109
Skewness1.7061964
Sum2133322
Variance68186.458
MonotonicityNot monotonic
2023-12-11T06:10:00.917155image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 2020
 
20.2%
20 61
 
0.6%
40 49
 
0.5%
27 48
 
0.5%
15 48
 
0.5%
30 48
 
0.5%
14 43
 
0.4%
12 41
 
0.4%
21 40
 
0.4%
35 40
 
0.4%
Other values (1020) 7517
75.2%
(Missing) 45
 
0.4%
ValueCountFrequency (%)
0 2020
20.2%
1 1
 
< 0.1%
3 11
 
0.1%
4 8
 
0.1%
5 9
 
0.1%
6 20
 
0.2%
7 20
 
0.2%
8 26
 
0.3%
9 31
 
0.3%
10 35
 
0.4%
ValueCountFrequency (%)
2032 1
< 0.1%
2031 1
< 0.1%
1836 1
< 0.1%
1725 1
< 0.1%
1587 1
< 0.1%
1562 1
< 0.1%
1508 1
< 0.1%
1484 1
< 0.1%
1467 1
< 0.1%
1466 1
< 0.1%

패키지프로그램수(개)
Real number (ℝ)

MISSING  ZEROS 

Distinct23
Distinct (%)0.9%
Missing7315
Missing (%)73.2%
Infinite0
Infinite (%)0.0%
Mean0.45400372
Minimum0
Maximum34
Zeros2457
Zeros (%)24.6%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:10:01.031471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile3
Maximum34
Range34
Interquartile range (IQR)0

Descriptive statistics

Standard deviation2.2411915
Coefficient of variation (CV)4.9365047
Kurtosis79.373996
Mean0.45400372
Median Absolute Deviation (MAD)0
Skewness7.9999175
Sum1219
Variance5.0229394
MonotonicityNot monotonic
2023-12-11T06:10:01.127359image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
0 2457
 
24.6%
2 44
 
0.4%
3 42
 
0.4%
1 38
 
0.4%
4 22
 
0.2%
5 15
 
0.1%
6 13
 
0.1%
9 8
 
0.1%
12 7
 
0.1%
8 7
 
0.1%
Other values (13) 32
 
0.3%
(Missing) 7315
73.2%
ValueCountFrequency (%)
0 2457
24.6%
1 38
 
0.4%
2 44
 
0.4%
3 42
 
0.4%
4 22
 
0.2%
5 15
 
0.1%
6 13
 
0.1%
7 6
 
0.1%
8 7
 
0.1%
9 8
 
0.1%
ValueCountFrequency (%)
34 1
 
< 0.1%
27 3
< 0.1%
26 2
< 0.1%
24 3
< 0.1%
22 1
 
< 0.1%
20 1
 
< 0.1%
18 1
 
< 0.1%
16 2
< 0.1%
15 3
< 0.1%
13 1
 
< 0.1%

패키지수강학생수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct117
Distinct (%)4.4%
Missing7315
Missing (%)73.2%
Infinite0
Infinite (%)0.0%
Mean9.6476723
Minimum0
Maximum813
Zeros2457
Zeros (%)24.6%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:10:01.254725image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile47
Maximum813
Range813
Interquartile range (IQR)0

Descriptive statistics

Standard deviation52.977488
Coefficient of variation (CV)5.4912197
Kurtosis95.403334
Mean9.6476723
Median Absolute Deviation (MAD)0
Skewness8.8923431
Sum25904
Variance2806.6143
MonotonicityNot monotonic
2023-12-11T06:10:01.367616image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 2457
 
24.6%
30 7
 
0.1%
43 6
 
0.1%
38 6
 
0.1%
16 5
 
0.1%
80 5
 
0.1%
22 5
 
0.1%
54 5
 
0.1%
10 5
 
0.1%
24 5
 
0.1%
Other values (107) 179
 
1.8%
(Missing) 7315
73.2%
ValueCountFrequency (%)
0 2457
24.6%
7 1
 
< 0.1%
8 1
 
< 0.1%
10 5
 
0.1%
11 1
 
< 0.1%
12 2
 
< 0.1%
13 1
 
< 0.1%
14 3
 
< 0.1%
15 3
 
< 0.1%
16 5
 
0.1%
ValueCountFrequency (%)
813 1
< 0.1%
752 1
< 0.1%
736 1
< 0.1%
709 1
< 0.1%
619 2
< 0.1%
578 1
< 0.1%
527 1
< 0.1%
486 1
< 0.1%
445 1
< 0.1%
403 2
< 0.1%

프로그램수합계(개)
Real number (ℝ)

ZEROS 

Distinct141
Distinct (%)1.4%
Missing45
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean18.574184
Minimum0
Maximum337
Zeros1392
Zeros (%)13.9%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:10:01.476992image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q15
median13
Q325
95-th percentile56
Maximum337
Range337
Interquartile range (IQR)20

Descriptive statistics

Standard deviation20.248298
Coefficient of variation (CV)1.0901312
Kurtosis18.037256
Mean18.574184
Median Absolute Deviation (MAD)9
Skewness2.8763209
Sum184906
Variance409.99357
MonotonicityNot monotonic
2023-12-11T06:10:01.583910image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 1392
 
13.9%
9 343
 
3.4%
10 320
 
3.2%
12 313
 
3.1%
11 308
 
3.1%
8 302
 
3.0%
14 289
 
2.9%
6 287
 
2.9%
15 270
 
2.7%
7 270
 
2.7%
Other values (131) 5861
58.6%
ValueCountFrequency (%)
0 1392
13.9%
1 212
 
2.1%
2 246
 
2.5%
3 251
 
2.5%
4 235
 
2.4%
5 255
 
2.5%
6 287
 
2.9%
7 270
 
2.7%
8 302
 
3.0%
9 343
 
3.4%
ValueCountFrequency (%)
337 1
< 0.1%
248 1
< 0.1%
240 1
< 0.1%
214 2
< 0.1%
206 1
< 0.1%
182 2
< 0.1%
175 1
< 0.1%
169 1
< 0.1%
156 1
< 0.1%
154 1
< 0.1%

수강학생수합계(명)
Real number (ℝ)

ZEROS 

Distinct1278
Distinct (%)12.8%
Missing45
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean325.32074
Minimum0
Maximum10783
Zeros1392
Zeros (%)13.9%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:10:01.696136image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q166
median212
Q3475
95-th percentile990
Maximum10783
Range10783
Interquartile range (IQR)409

Descriptive statistics

Standard deviation390.67662
Coefficient of variation (CV)1.2008967
Kurtosis82.605511
Mean325.32074
Median Absolute Deviation (MAD)177
Skewness5.2560397
Sum3238568
Variance152628.22
MonotonicityNot monotonic
2023-12-11T06:10:01.990170image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 1392
 
13.9%
40 38
 
0.4%
87 34
 
0.3%
106 30
 
0.3%
79 29
 
0.3%
66 29
 
0.3%
20 28
 
0.3%
48 28
 
0.3%
122 27
 
0.3%
120 27
 
0.3%
Other values (1268) 8293
82.9%
(Missing) 45
 
0.4%
ValueCountFrequency (%)
0 1392
13.9%
1 1
 
< 0.1%
3 4
 
< 0.1%
4 4
 
< 0.1%
5 4
 
< 0.1%
6 10
 
0.1%
7 5
 
0.1%
8 10
 
0.1%
9 12
 
0.1%
10 11
 
0.1%
ValueCountFrequency (%)
10783 1
 
< 0.1%
6783 1
 
< 0.1%
6302 2
< 0.1%
6142 1
 
< 0.1%
4419 3
< 0.1%
4311 1
 
< 0.1%
3402 1
 
< 0.1%
3121 1
 
< 0.1%
3015 1
 
< 0.1%
2750 1
 
< 0.1%

방과후학교참여학생수(명)
Real number (ℝ)

ZEROS 

Distinct929
Distinct (%)9.3%
Missing45
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean212.30608
Minimum0
Maximum1541
Zeros1399
Zeros (%)14.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:10:02.089311image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q148
median139
Q3321
95-th percentile644.3
Maximum1541
Range1541
Interquartile range (IQR)273

Descriptive statistics

Standard deviation221.49337
Coefficient of variation (CV)1.0432738
Kurtosis3.2849104
Mean212.30608
Median Absolute Deviation (MAD)118
Skewness1.6102916
Sum2113507
Variance49059.313
MonotonicityNot monotonic
2023-12-11T06:10:02.201192image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 1399
 
14.0%
52 51
 
0.5%
60 48
 
0.5%
40 47
 
0.5%
50 46
 
0.5%
58 44
 
0.4%
55 43
 
0.4%
51 43
 
0.4%
48 43
 
0.4%
78 41
 
0.4%
Other values (919) 8150
81.5%
(Missing) 45
 
0.4%
ValueCountFrequency (%)
0 1399
14.0%
1 3
 
< 0.1%
2 2
 
< 0.1%
3 8
 
0.1%
4 5
 
0.1%
5 5
 
0.1%
6 12
 
0.1%
7 12
 
0.1%
8 9
 
0.1%
9 14
 
0.1%
ValueCountFrequency (%)
1541 1
 
< 0.1%
1529 1
 
< 0.1%
1518 1
 
< 0.1%
1465 1
 
< 0.1%
1436 1
 
< 0.1%
1396 2
< 0.1%
1392 3
< 0.1%
1352 1
 
< 0.1%
1350 3
< 0.1%
1331 1
 
< 0.1%

초등돌봄교실오후운영교실수(개)
Real number (ℝ)

ZEROS 

Distinct10
Distinct (%)0.1%
Missing45
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean1.1420392
Minimum0
Maximum10
Zeros4846
Zeros (%)48.5%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:10:02.298063image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile4
Maximum10
Range10
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.3336029
Coefficient of variation (CV)1.1677383
Kurtosis0.71936431
Mean1.1420392
Median Absolute Deviation (MAD)1
Skewness0.99761097
Sum11369
Variance1.7784967
MonotonicityNot monotonic
2023-12-11T06:10:02.392241image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
0 4846
48.5%
2 2294
22.9%
1 1195
 
11.9%
3 1107
 
11.1%
4 373
 
3.7%
5 95
 
0.9%
6 27
 
0.3%
7 10
 
0.1%
8 7
 
0.1%
10 1
 
< 0.1%
(Missing) 45
 
0.4%
ValueCountFrequency (%)
0 4846
48.5%
1 1195
 
11.9%
2 2294
22.9%
3 1107
 
11.1%
4 373
 
3.7%
5 95
 
0.9%
6 27
 
0.3%
7 10
 
0.1%
8 7
 
0.1%
10 1
 
< 0.1%
ValueCountFrequency (%)
10 1
 
< 0.1%
8 7
 
0.1%
7 10
 
0.1%
6 27
 
0.3%
5 95
 
0.9%
4 373
 
3.7%
3 1107
 
11.1%
2 2294
22.9%
1 1195
 
11.9%
0 4846
48.5%

초등돌봄교실오후참여학생수(명)
Real number (ℝ)

ZEROS 

Distinct132
Distinct (%)1.3%
Missing45
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean22.716826
Minimum0
Maximum204
Zeros4846
Zeros (%)48.5%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:10:02.515259image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median13
Q342
95-th percentile71
Maximum204
Range204
Interquartile range (IQR)42

Descriptive statistics

Standard deviation27.184061
Coefficient of variation (CV)1.1966487
Kurtosis0.99889231
Mean22.716826
Median Absolute Deviation (MAD)13
Skewness1.0855909
Sum226146
Variance738.97315
MonotonicityNot monotonic
2023-12-11T06:10:02.633604image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 4846
48.5%
44 599
 
6.0%
22 315
 
3.1%
66 305
 
3.0%
40 290
 
2.9%
20 176
 
1.8%
42 175
 
1.8%
38 131
 
1.3%
60 129
 
1.3%
41 125
 
1.2%
Other values (122) 2864
28.6%
ValueCountFrequency (%)
0 4846
48.5%
2 2
 
< 0.1%
5 3
 
< 0.1%
6 5
 
0.1%
7 6
 
0.1%
8 12
 
0.1%
9 16
 
0.2%
10 19
 
0.2%
11 29
 
0.3%
12 29
 
0.3%
ValueCountFrequency (%)
204 1
 
< 0.1%
183 1
 
< 0.1%
179 1
 
< 0.1%
173 1
 
< 0.1%
171 1
 
< 0.1%
162 3
< 0.1%
154 1
 
< 0.1%
153 1
 
< 0.1%
150 2
< 0.1%
147 2
< 0.1%

초등돌봄교실저녁운영교실수(개)
Categorical

IMBALANCE 

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9393 
1
 
501
2
 
47
<NA>
 
45
3
 
14

Length

Max length4
Median length1
Mean length1.0135
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row<NA>
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 9393
93.9%
1 501
 
5.0%
2 47
 
0.5%
<NA> 45
 
0.4%
3 14
 
0.1%

Length

2023-12-11T06:10:02.761784image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:10:02.847160image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9393
93.9%
1 501
 
5.0%
2 47
 
0.5%
na 45
 
0.4%
3 14
 
0.1%

초등돌봄교실저녁참여학생수(명)
Real number (ℝ)

ZEROS 

Distinct44
Distinct (%)0.4%
Missing45
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean0.76805625
Minimum0
Maximum116
Zeros9390
Zeros (%)93.9%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:10:02.940063image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile3
Maximum116
Range116
Interquartile range (IQR)0

Descriptive statistics

Standard deviation4.0363956
Coefficient of variation (CV)5.2553385
Kurtosis114.34172
Mean0.76805625
Median Absolute Deviation (MAD)0
Skewness8.2595771
Sum7646
Variance16.29249
MonotonicityNot monotonic
2023-12-11T06:10:03.046152image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=44)
ValueCountFrequency (%)
0 9390
93.9%
22 77
 
0.8%
5 53
 
0.5%
7 35
 
0.4%
20 31
 
0.3%
6 30
 
0.3%
12 27
 
0.3%
1 26
 
0.3%
10 23
 
0.2%
2 22
 
0.2%
Other values (34) 241
 
2.4%
(Missing) 45
 
0.4%
ValueCountFrequency (%)
0 9390
93.9%
1 26
 
0.3%
2 22
 
0.2%
3 21
 
0.2%
4 19
 
0.2%
5 53
 
0.5%
6 30
 
0.3%
7 35
 
0.4%
8 21
 
0.2%
9 22
 
0.2%
ValueCountFrequency (%)
116 1
< 0.1%
66 1
< 0.1%
63 1
< 0.1%
52 1
< 0.1%
48 2
< 0.1%
45 1
< 0.1%
44 2
< 0.1%
43 1
< 0.1%
42 2
< 0.1%
41 2
< 0.1%

초등돌봄교실방과후학교연계운영교실수(개)
Real number (ℝ)

MISSING  SKEWED  ZEROS 

Distinct12
Distinct (%)0.2%
Missing2730
Missing (%)27.3%
Infinite0
Infinite (%)0.0%
Mean0.11196699
Minimum0
Maximum28
Zeros6793
Zeros (%)67.9%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:10:03.131076image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum28
Range28
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.82811204
Coefficient of variation (CV)7.3960375
Kurtosis686.31079
Mean0.11196699
Median Absolute Deviation (MAD)0
Skewness23.38552
Sum814
Variance0.68576955
MonotonicityNot monotonic
2023-12-11T06:10:03.226077image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
0 6793
67.9%
1 340
 
3.4%
2 102
 
1.0%
3 18
 
0.2%
5 3
 
< 0.1%
4 3
 
< 0.1%
25 2
 
< 0.1%
8 2
 
< 0.1%
6 2
 
< 0.1%
28 2
 
< 0.1%
Other values (2) 3
 
< 0.1%
(Missing) 2730
27.3%
ValueCountFrequency (%)
0 6793
67.9%
1 340
 
3.4%
2 102
 
1.0%
3 18
 
0.2%
4 3
 
< 0.1%
5 3
 
< 0.1%
6 2
 
< 0.1%
8 2
 
< 0.1%
15 1
 
< 0.1%
20 2
 
< 0.1%
ValueCountFrequency (%)
28 2
 
< 0.1%
25 2
 
< 0.1%
20 2
 
< 0.1%
15 1
 
< 0.1%
8 2
 
< 0.1%
6 2
 
< 0.1%
5 3
 
< 0.1%
4 3
 
< 0.1%
3 18
 
0.2%
2 102
1.0%

초등돌봄교실방과후학교연계참여학생수(명)
Real number (ℝ)

MISSING  SKEWED  ZEROS 

Distinct71
Distinct (%)1.0%
Missing2730
Missing (%)27.3%
Infinite0
Infinite (%)0.0%
Mean1.6709766
Minimum0
Maximum591
Zeros6796
Zeros (%)68.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:10:03.354151image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile10
Maximum591
Range591
Interquartile range (IQR)0

Descriptive statistics

Standard deviation12.964554
Coefficient of variation (CV)7.7586685
Kurtosis1235.6376
Mean1.6709766
Median Absolute Deviation (MAD)0
Skewness29.84102
Sum12148
Variance168.07965
MonotonicityNot monotonic
2023-12-11T06:10:03.469203image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 6796
68.0%
20 34
 
0.3%
10 23
 
0.2%
18 22
 
0.2%
15 22
 
0.2%
14 19
 
0.2%
8 18
 
0.2%
30 17
 
0.2%
21 16
 
0.2%
22 15
 
0.1%
Other values (61) 288
 
2.9%
(Missing) 2730
27.3%
ValueCountFrequency (%)
0 6796
68.0%
1 4
 
< 0.1%
2 4
 
< 0.1%
3 12
 
0.1%
4 11
 
0.1%
5 13
 
0.1%
6 8
 
0.1%
7 11
 
0.1%
8 18
 
0.2%
9 8
 
0.1%
ValueCountFrequency (%)
591 2
< 0.1%
298 1
< 0.1%
202 1
< 0.1%
198 1
< 0.1%
159 1
< 0.1%
144 1
< 0.1%
135 1
< 0.1%
120 1
< 0.1%
96 1
< 0.1%
88 1
< 0.1%

특수학교종일반학급수(개)
Real number (ℝ)

ZEROS 

Distinct6
Distinct (%)0.1%
Missing45
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean0.031240583
Minimum0
Maximum5
Zeros9821
Zeros (%)98.2%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:10:03.559470image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum5
Range5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.29175327
Coefficient of variation (CV)9.3389189
Kurtosis126.10648
Mean0.031240583
Median Absolute Deviation (MAD)0
Skewness10.695149
Sum311
Variance0.08511997
MonotonicityNot monotonic
2023-12-11T06:10:03.636865image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 9821
98.2%
2 72
 
0.7%
1 23
 
0.2%
4 21
 
0.2%
3 15
 
0.1%
5 3
 
< 0.1%
(Missing) 45
 
0.4%
ValueCountFrequency (%)
0 9821
98.2%
1 23
 
0.2%
2 72
 
0.7%
3 15
 
0.1%
4 21
 
0.2%
5 3
 
< 0.1%
ValueCountFrequency (%)
5 3
 
< 0.1%
4 21
 
0.2%
3 15
 
0.1%
2 72
 
0.7%
1 23
 
0.2%
0 9821
98.2%

특수학교종일반참여학생수(명)
Real number (ℝ)

ZEROS 

Distinct25
Distinct (%)0.3%
Missing45
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean0.15459568
Minimum0
Maximum28
Zeros9821
Zeros (%)98.2%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:10:03.718245image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum28
Range28
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.4656703
Coefficient of variation (CV)9.4806678
Kurtosis137.23336
Mean0.15459568
Median Absolute Deviation (MAD)0
Skewness11.055413
Sum1539
Variance2.1481894
MonotonicityNot monotonic
2023-12-11T06:10:03.803555image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
0 9821
98.2%
12 25
 
0.2%
10 18
 
0.2%
16 10
 
0.1%
8 9
 
0.1%
5 9
 
0.1%
11 9
 
0.1%
6 8
 
0.1%
7 7
 
0.1%
4 5
 
0.1%
Other values (15) 34
 
0.3%
(Missing) 45
 
0.4%
ValueCountFrequency (%)
0 9821
98.2%
3 4
 
< 0.1%
4 5
 
0.1%
5 9
 
0.1%
6 8
 
0.1%
7 7
 
0.1%
8 9
 
0.1%
9 4
 
< 0.1%
10 18
 
0.2%
11 9
 
0.1%
ValueCountFrequency (%)
28 1
 
< 0.1%
27 1
 
< 0.1%
26 2
 
< 0.1%
24 2
 
< 0.1%
22 1
 
< 0.1%
21 1
 
< 0.1%
20 3
< 0.1%
19 5
0.1%
18 4
< 0.1%
17 3
< 0.1%

방과후학교수익자부담금액(원)
Real number (ℝ)

ZEROS 

Distinct6802
Distinct (%)68.3%
Missing45
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean77652985
Minimum0
Maximum2.5445602 × 109
Zeros2062
Zeros (%)20.6%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:10:03.907655image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11790000
median24200000
Q31.1689638 × 108
95-th percentile3.0229312 × 108
Maximum2.5445602 × 109
Range2.5445602 × 109
Interquartile range (IQR)1.1510638 × 108

Descriptive statistics

Standard deviation1.2200496 × 108
Coefficient of variation (CV)1.5711561
Kurtosis56.902006
Mean77652985
Median Absolute Deviation (MAD)24200000
Skewness4.7889847
Sum7.7303546 × 1011
Variance1.4885209 × 1016
MonotonicityNot monotonic
2023-12-11T06:10:04.022972image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 2062
 
20.6%
600000 8
 
0.1%
1200000 7
 
0.1%
700000 7
 
0.1%
840000 5
 
0.1%
1800000 5
 
0.1%
3000000 5
 
0.1%
2460000 4
 
< 0.1%
540000 4
 
< 0.1%
2170000 4
 
< 0.1%
Other values (6792) 7844
78.4%
(Missing) 45
 
0.4%
ValueCountFrequency (%)
0 2062
20.6%
3541 1
 
< 0.1%
4250 1
 
< 0.1%
5000 2
 
< 0.1%
15733 1
 
< 0.1%
33680 1
 
< 0.1%
33750 1
 
< 0.1%
40000 2
 
< 0.1%
46800 1
 
< 0.1%
61000 1
 
< 0.1%
ValueCountFrequency (%)
2544560230 1
< 0.1%
2351793400 1
< 0.1%
2283128700 1
< 0.1%
1746715780 1
< 0.1%
1732138602 1
< 0.1%
1472680710 1
< 0.1%
1469920000 1
< 0.1%
1379653580 1
< 0.1%
1250854000 1
< 0.1%
1135611420 1
< 0.1%

방과후학교수익자부담외지원금액(원)
Real number (ℝ)

SKEWED  ZEROS 

Distinct7002
Distinct (%)70.3%
Missing45
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean18045970
Minimum0
Maximum1.808 × 109
Zeros1244
Zeros (%)12.4%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:10:04.132209image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q12039890
median10500000
Q324019295
95-th percentile56627401
Maximum1.808 × 109
Range1.808 × 109
Interquartile range (IQR)21979405

Descriptive statistics

Standard deviation34542976
Coefficient of variation (CV)1.9141656
Kurtosis1073.7072
Mean18045970
Median Absolute Deviation (MAD)9629600
Skewness23.716793
Sum1.7964763 × 1011
Variance1.1932172 × 1015
MonotonicityNot monotonic
2023-12-11T06:10:04.242354image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 1244
 
12.4%
10000000 22
 
0.2%
8000000 19
 
0.2%
3000000 17
 
0.2%
12000000 14
 
0.1%
2000000 14
 
0.1%
4000000 13
 
0.1%
7000000 12
 
0.1%
9000000 12
 
0.1%
1200000 12
 
0.1%
Other values (6992) 8576
85.8%
(Missing) 45
 
0.4%
ValueCountFrequency (%)
0 1244
12.4%
320 1
 
< 0.1%
4080 1
 
< 0.1%
10500 1
 
< 0.1%
11670 1
 
< 0.1%
16670 1
 
< 0.1%
17956 1
 
< 0.1%
20000 1
 
< 0.1%
21200 1
 
< 0.1%
21420 1
 
< 0.1%
ValueCountFrequency (%)
1808000000 1
< 0.1%
1500900017 1
< 0.1%
375151900 1
< 0.1%
321308600 2
< 0.1%
297489930 1
< 0.1%
295283600 1
< 0.1%
289500000 1
< 0.1%
286956360 1
< 0.1%
276179400 1
< 0.1%
265516060 1
< 0.1%

초등돌봄교실수익자부담금액(원)
Real number (ℝ)

ZEROS 

Distinct3933
Distinct (%)39.5%
Missing45
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean7021583.7
Minimum0
Maximum2.6175 × 108
Zeros5276
Zeros (%)52.8%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:10:04.359256image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q312383400
95-th percentile27003100
Maximum2.6175 × 108
Range2.6175 × 108
Interquartile range (IQR)12383400

Descriptive statistics

Standard deviation11534615
Coefficient of variation (CV)1.642737
Kurtosis66.150273
Mean7021583.7
Median Absolute Deviation (MAD)0
Skewness4.9802798
Sum6.9899866 × 1010
Variance1.3304735 × 1014
MonotonicityNot monotonic
2023-12-11T06:10:04.485511image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 5276
52.8%
7200000 12
 
0.1%
7920000 10
 
0.1%
12000000 8
 
0.1%
4800000 8
 
0.1%
4500000 7
 
0.1%
4680000 6
 
0.1%
17678400 6
 
0.1%
5400000 6
 
0.1%
10500000 6
 
0.1%
Other values (3923) 4610
46.1%
(Missing) 45
 
0.4%
ValueCountFrequency (%)
0 5276
52.8%
1 1
 
< 0.1%
2 1
 
< 0.1%
1494 1
 
< 0.1%
10000 1
 
< 0.1%
15000 1
 
< 0.1%
20636 1
 
< 0.1%
22000 1
 
< 0.1%
25000 1
 
< 0.1%
25800 1
 
< 0.1%
ValueCountFrequency (%)
261750000 1
< 0.1%
203330710 2
< 0.1%
199695000 1
< 0.1%
199076000 1
< 0.1%
170340000 1
< 0.1%
144560005 1
< 0.1%
106448000 2
< 0.1%
100800000 1
< 0.1%
90926790 1
< 0.1%
85623000 1
< 0.1%

초등돌봄교실수익자부담외지원금액(원)
Real number (ℝ)

ZEROS 

Distinct4122
Distinct (%)41.4%
Missing45
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean21862583
Minimum0
Maximum1.100796 × 109
Zeros5128
Zeros (%)51.3%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:10:04.628320image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q340011665
95-th percentile83848733
Maximum1.100796 × 109
Range1.100796 × 109
Interquartile range (IQR)40011665

Descriptive statistics

Standard deviation36255923
Coefficient of variation (CV)1.658355
Kurtosis150.46391
Mean21862583
Median Absolute Deviation (MAD)0
Skewness6.7500225
Sum2.1764201 × 1011
Variance1.3144919 × 1015
MonotonicityNot monotonic
2023-12-11T06:10:04.763937image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 5128
51.3%
3000000 10
 
0.1%
53000000 6
 
0.1%
10000000 6
 
0.1%
32000000 6
 
0.1%
8000000 6
 
0.1%
6000000 6
 
0.1%
12800000 6
 
0.1%
15000000 5
 
0.1%
41000000 5
 
0.1%
Other values (4112) 4771
47.7%
(Missing) 45
 
0.4%
ValueCountFrequency (%)
0 5128
51.3%
1 1
 
< 0.1%
436 1
 
< 0.1%
28582 1
 
< 0.1%
33000 1
 
< 0.1%
76800 1
 
< 0.1%
82000 1
 
< 0.1%
90000 2
 
< 0.1%
93000 1
 
< 0.1%
94000 1
 
< 0.1%
ValueCountFrequency (%)
1100796010 1
< 0.1%
1039925000 1
< 0.1%
469000000 2
< 0.1%
436389000 1
< 0.1%
399400000 1
< 0.1%
316008000 1
< 0.1%
256500000 1
< 0.1%
247318890 1
< 0.1%
240000000 1
< 0.1%
234299440 1
< 0.1%

Sample

기준년도시군명지역교육청명지역명학교명학교급명설립구분명제외여부제외사유교과프로그램수(개)교과수강학생수(명)특기적성프로그램수(개)특기적성수강학생수(명)패키지프로그램수(개)패키지수강학생수(명)프로그램수합계(개)수강학생수합계(명)방과후학교참여학생수(명)초등돌봄교실오후운영교실수(개)초등돌봄교실오후참여학생수(명)초등돌봄교실저녁운영교실수(개)초등돌봄교실저녁참여학생수(명)초등돌봄교실방과후학교연계운영교실수(개)초등돌봄교실방과후학교연계참여학생수(명)특수학교종일반학급수(개)특수학교종일반참여학생수(명)방과후학교수익자부담금액(원)방과후학교수익자부담외지원금액(원)초등돌봄교실수익자부담금액(원)초등돌봄교실수익자부담외지원금액(원)
94622020용인시경기도용인교육지원청경기도 용인시 수지구용인신봉초등학교<NA>공립N<NA>0000<NA><NA>0002430000002843517209969900129600076800
321492015안성시경기도안성교육지원청경기도 안성시금광초등학교조령분교장<NA>공립Y<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
239582017파주시경기도파주교육지원청경기도 파주시능안초등학교초등학교공립N<NA>2719153<NA><NA>1122413224200000098636350157335001370110059175900
104962019고양시경기도고양교육지원청경기도 고양시 덕양구삼송초등학교<NA>공립N<NA>740419917<NA><NA>261321877480000000334512250499612502649904024232000
182102018여주시경기도여주교육지원청경기도 여주시여주중학교중학교공립N<NA>878227<NA><NA>10105690000000002473000000
47852022평택시경기도평택교육지원청경기도 평택시청북중학교중학교공립N<NA>220663<NA><NA>883440000000002222700000
274772016안양시경기도안양과천교육지원청경기도 안양시 동안구임곡중학교<NA>공립N<NA>0023500235350000<NA><NA>0010220520137129000
286932016파주시경기도파주교육지원청경기도 파주시두일중학교<NA>공립N<NA>1120935700142662660000<NA><NA>000452160000
312722015수원시경기도수원교육지원청경기도 수원시 팔달구효성초등학교<NA>공립N<NA>870365250044595595480111<NA><NA>00226098500185472003547964068700000
250452016고양시경기도고양교육지원청경기도 고양시 일산서구장성중학교중학교공립N<NA>0023400234330000<NA><NA>00400000073000000
기준년도시군명지역교육청명지역명학교명학교급명설립구분명제외여부제외사유교과프로그램수(개)교과수강학생수(명)특기적성프로그램수(개)특기적성수강학생수(명)패키지프로그램수(개)패키지수강학생수(명)프로그램수합계(개)수강학생수합계(명)방과후학교참여학생수(명)초등돌봄교실오후운영교실수(개)초등돌봄교실오후참여학생수(명)초등돌봄교실저녁운영교실수(개)초등돌봄교실저녁참여학생수(명)초등돌봄교실방과후학교연계운영교실수(개)초등돌봄교실방과후학교연계참여학생수(명)특수학교종일반학급수(개)특수학교종일반참여학생수(명)방과후학교수익자부담금액(원)방과후학교수익자부담외지원금액(원)초등돌봄교실수익자부담금액(원)초등돌봄교실수익자부담외지원금액(원)
4252023김포시경기도김포교육지원청경기도 김포시운양중학교중학교공립N<NA>00348<NA><NA>3484800000000532645041773000
20932023파주시경기도파주교육지원청경기도 파주시파주광일중학교중학교사립N<NA>1573778<NA><NA>221511510000000001600000000
269472016시흥시경기도교육청경기도 시흥시한국조리과학고등학교<NA>사립N<NA>9194826400174584580000<NA><NA>002554426302448100000
326512015연천군경기도연천교육지원청경기도 연천군화진초등학교<NA>공립N<NA>31121032200134349636600<NA><NA>0016725000555200001000000060086000
114272019부천시경기도교육청경기도 부천시부명고등학교<NA>공립N<NA>11500<NA><NA>11515000000004487003205000
26222022고양시경기도고양교육지원청경기도 고양시 일산서구고양송산중학교중학교공립N<NA>0000<NA><NA>00000000000204000024000000
237972017이천시경기도이천교육지원청경기도 이천시율면초등학교초등학교공립N<NA>007120<NA><NA>712041117000000885310014554000489345024469000
341452015화성시경기도화성오산교육지원청경기도 화성시동학초등학교<NA>공립N<NA>0054934005493456336000<NA><NA>00241010310110600001380250052600000
301452015구리시경기도교육청경기도 구리시구리고등학교<NA>공립N<NA>2340022000254203650000<NA><NA>00623481605201712000
227732017안양시경기도안양과천교육지원청경기도 안양시 동안구대안여자중학교중학교공립N<NA>236115<NA><NA>351510000000078000012628000

Duplicate rows

Most frequently occurring

기준년도시군명지역교육청명지역명학교명학교급명설립구분명제외여부제외사유교과프로그램수(개)교과수강학생수(명)특기적성프로그램수(개)특기적성수강학생수(명)패키지프로그램수(개)패키지수강학생수(명)프로그램수합계(개)수강학생수합계(명)방과후학교참여학생수(명)초등돌봄교실오후운영교실수(개)초등돌봄교실오후참여학생수(명)초등돌봄교실저녁운영교실수(개)초등돌봄교실저녁참여학생수(명)초등돌봄교실방과후학교연계운영교실수(개)초등돌봄교실방과후학교연계참여학생수(명)특수학교종일반학급수(개)특수학교종일반참여학생수(명)방과후학교수익자부담금액(원)방과후학교수익자부담외지원금액(원)초등돌봄교실수익자부담금액(원)초등돌봄교실수익자부담외지원금액(원)# duplicates
02019가평군경기도가평교육지원청경기도 가평군가평중학교<NA>공립N<NA>21414180<NA><NA>161941430000000030450003066000002
12019가평군경기도가평교육지원청경기도 가평군청심국제중학교<NA>사립N<NA>3142377498<NA><NA>1089213190000000028928631021610530002
22019고양시경기도고양교육지원청경기도 고양시 덕양구고양동산초등학교<NA>공립N<NA>174211035<NA><NA>2211096312440000003158167503086940024156000460150002
32019고양시경기도고양교육지원청경기도 고양시 덕양구도래울초등학교<NA>공립N<NA>1422645727<NA><NA>59953546488000000324144840354981803218800002
42019고양시경기도고양교육지원청경기도 고양시 덕양구서정중학교<NA>공립N<NA>662233<NA><NA>89564000000002620000276000002
52019고양시경기도고양교육지원청경기도 고양시 덕양구신원중학교<NA>공립N<NA>00116<NA><NA>116160000000035875007997500002
62019고양시경기도고양교육지원청경기도 고양시 덕양구행신중학교<NA>공립N<NA>0000<NA><NA>000000000001802100800000002
72019고양시경기도고양교육지원청경기도 고양시 일산동구양일초등학교<NA>공립N<NA>321228986<NA><NA>311198644141000000502657410970000037507020157670002
82019고양시경기도고양교육지원청경기도 고양시 일산동구일산양일중학교<NA>공립N<NA>0000<NA><NA>000000000009040760611480002
92019고양시경기도고양교육지원청경기도 고양시 일산동구저동중학교<NA>공립N<NA>62400<NA><NA>624240000000002941420002